Panorama Wants to Watch Your Team Work So You Don't Have To
The pitch is simple and kind of unsettling: let an AI observe everything your team does, find the patterns you never noticed, and start automating them.
Staff Writer
Jess came up in software engineering before deciding that writing about software was more fun than building it (and easier to explain at family dinners). She is extremely online in the way that people who grew up on forums are — which is to say, she has opinions about things that happened on the internet in 2011 and is not sorry about any of them. Covers developer tools, open source, and whatever weird product caught her eye this week. Her most-used mobile app in 2025 was Reddit, which tracks.
276 features
panorama
The pitch is simple and kind of unsettling: let an AI observe everything your team does, find the patterns you never noticed, and start automating them.
faahh
The most honest productivity tool I've seen in a while doesn't block anything, doesn't track anything, and doesn't pretend it's fixing your relationship with work.
nitro-by-rocketlane
The boring operational layer of professional services, chasing timesheets, hunting uninvoiced hours, flagging risks nobody saw coming, is exactly where AI should have shown up years ago.
remodex-2
Remodex lets you run Codex from your couch, your commute, or wherever you left your laptop charging in the other room.
poptask
Most task managers make you do more work just to record that you have work to do, and PopTask is betting that the fix is just letting you type like a human.
guideyou
I have sent my mom the same 'how to screenshot on your iPhone' tutorial four times, and I think that makes me GuideYou's entire target market.
slapmac
Someone built an app that makes your MacBook scream when you hit it, and honestly? It hit number one on launch day and I can't stop thinking about why.
spotify-songdna
Music credits have been buried, broken, or missing for decades, and Spotify just built a whole feature around surfacing them.
magine
Vision-enabled AI agents that browse the web autonomously is a real pitch in 2025, and somehow the vibe is ASCII art and cat puns.
cekura-2
AI voice agents are shipping into production call centers and nobody has a clean way to know if they're actually working.
claude-usage-tracker
I've watched developer friends rack up hundreds of dollars in Claude API costs across four different tools without realizing it, and nobody has really solved that until now.
embedful
Somewhere between 'just export a CSV' and 'we need to schedule a BI onboarding call,' there's a gap that Embedful is betting a lot of people actually fall into.
montty-finance
Every founder I know has the same relationship with their finances: avoidance, panic, avoidance, panic.
claude-code-channels-2
Your coding agent is running a long job at 2am and you're already in bed. Claude Code Channels is betting you'll want to manage that from Telegram.
infros
The idea of running a full emulation of your cloud setup before a single dollar gets spent in prod is either the most obvious thing in the world or something the industry somehow forgot to build.
cimanote
I've watched three different people ragequit Evernote in the last two years, and every single one of them is still using worse tools because migrating felt too painful.
talat
Every AI meeting tool in 2025 is quietly uploading your conversations to someone's server. talat is betting that's the part you actually care about.
Arzana
Arzana automates front-office operations for manufacturers and distributors, handling quoting, order entry, customer service, procurement, and sales at prices that undercut building an in-house team by thousands of dollars per month.
Asendia Ai
Asendia AI automates the entire recruiting pipeline for staffing agencies with AI agents that source candidates from 4,000+ databases, conduct video and phone interviews in 13+ languages, and deliver ready-to-hire shortlists in hours instead of weeks.
lightning-rod
Training data has always been the unglamorous part of AI, and somebody finally built a Python SDK around fixing that.
Tidy
Tidy is a personal AI assistant that lives in your iMessage and Slack conversations, where you can teach it to use any app or website and then trigger those custom automations with a text message whenever you need them.
Gikl Inc
ScienceSwarm is a collaborative research platform where AI agents and human researchers work together on unsolved problems across math, physics, biology, chemistry, and engineering, compressing months of preparation into hours.
Dispatch
Dispatch is building refurbishable reentry vehicles that let companies manufacturing ultra-high-value materials in space, like semiconductors and pharmaceuticals, actually get their products back to Earth.
Manicule
Manicule is a documentation agency that uses AI agents for code verification and auditing at machine scale while human writers handle strategy and quality, already at $15K MRR with clients like Greptile, Reducto, and Rootly.
Qomplement
qomplement builds AI agents that take messy data from various sources and accurately fill out the internal PDF forms and spreadsheet templates that enterprise teams actually use every day.
Opalite Health
Opalite Health replaces traditional medical interpreter services with AI-powered real-time translation that is available instantly, 24/7, and built to work inside existing clinical workflows without delaying patient care.
Squid
Squid is building a browser-based workspace for electricity grid planning that replaces the spreadsheets and legacy tools utility companies use to model, stress-test, and plan the power networks that keep everything running.
Celltype
CellType uses biological foundation models to simulate human biology and run the full drug discovery pipeline with AI agents. Their core technology, developed with DeepMind and published at ICML, has already validated a novel cancer treatment signal.
Forum
Forum is creating indices from search, social, and streaming data so traders can go long or short on changes in cultural relevance, treating attention as a new asset class.
Orthogonal
APIs were not built for agents. Orthogonal gives developers and AI agents instant access to hundreds of APIs through MCP or SDK with pay-as-you-go billing. No API key management, no billing headaches.
Ramain
Current computer-use agents are slow because they screenshot, think, click, repeat. RamAIn pre-trains agents on specific interfaces to bypass that loop, deploying desktop automation in days without RPA specialists.
Menza
Menza connects to Shopify, Klaviyo, ad platforms, and 650+ other tools so any team member can ask questions in plain English. 100% customer retention since April 2025 and 234% MRR growth since January 2026.
Palus Finance
After a fundraise, startups park 18-24 months of cash in money market funds and pay for daily liquidity they do not need. Palus builds institutional-grade bond portfolios that earn 1-1.5% more with comparable safety.
Usereframe
Hardware companies spend weeks coordinating parts orders across suppliers. Reframe uses AI agents that understand your build matrix, coordinate waterfall schedules, and negotiate pricing automatically.
Robodock
Autonomous vehicles need autonomous depots. RoboDock builds robots that handle charging, vehicle inspections, and readiness checks for EV and AV fleets, recovering $1.2M+ per depot annually.
Sponge
AI agents need to spend money. Sponge lets them hold funds and transact autonomously using bank accounts, cards, and crypto, with budget limits and domain whitelisting to keep things under control.
Verdex
Verdex replaces manual crop inspections with satellite-based digital audits. They already help insure over 11% of all American farmland, partnering with major crop insurers managing 100+ million acres.
Overshoot
AI can see and understand the physical world, but building real-time vision applications is painful. Overshoot provides the infrastructure so developers can build security, safety, robotics, and consumer vision products without reinventing the stack.
Strand Ai
96% of oncology trials fail, often because the right patients were not selected. Strand AI uses foundation models to predict missing biological data, rescuing incomplete patient cohorts and surfacing hidden biomarkers.
Valence
Prediction markets are fragmented across Kalshi, Polymarket, and other platforms. Valence aggregates them all, surfaces arbitrage opportunities in real time, and gives systematic traders the tools to build data-driven strategies.
Wideframe
Video editors spend 3x more time organizing footage than actually editing. Wideframe indexes footage by meaning, responds to natural language, and outputs native Premiere Pro projects.
Alt X
Private market investing runs on Excel. Alt-X wants to be the AI agent that builds, checks, and maintains the financial models that underwrite trillions in real estate and private equity deals.
Clam
AI agents like OpenClaw can do almost anything, including leak your SSN, execute malicious code, and fall for prompt injections. Clam puts a semantic firewall around them to stop the bad stuff.
Kyten Technologies
Founded by ex-Starlink engineers who put 5,000 battery packs into space, Kyten builds custom aerospace-grade battery packs with a one-week turnaround. Drones, submarines, satellites.
Aurorin Cad
Aurorin built a new parametric CAD kernel from scratch to be fast, stable, and AI-native, so mechanical engineers can design complex parts using both traditional tools and natural language in a single interface.
Approxima
Approxima automates end-to-end testing by opening your application in a real browser on every pull request, checking that changes actually work without requiring test scripts or maintenance.
Sonarly
Sonarly connects to your monitoring stack and turns noisy alerts into root-cause analysis and ready-to-merge pull requests. It is trying to be the on-call engineer that never sleeps.
Axis
Axis builds AI-powered trading systems that let commodities traders deploy models to monitor markets, analyze strategies, and execute trades across physical and financial markets.
Button Computer
Button is a $179 wearable clip-on device with a dual-mic array and speaker that gives you instant voice access to AI without pulling out your phone, now available for pre-order.
Confluence Labs
Confluence Labs builds AI models that learn efficiently from minimal data, achieving state-of-the-art 97.9% on the ARC-AGI-2 reasoning benchmark by combining LLMs with discrete program synthesis.
Lance
Lance deploys autonomous AI agents that handle phone calls, direct bookings, and operational tasks for hotel groups, using computer use technology to navigate existing hotel software without requiring new integrations.
Ishikilabs
Fern listens to sales calls in real time and provides live coaching, competitive intel, and product answers so any rep can perform like a top closer.
Robby
Robby combines customer and third-party data to generate dozens of new leads daily for home service businesses and provides technicians with talking points to increase close rates on every visit.
Syntropy
Syntropy is an autonomous coding agent that takes a feature description and produces a fully tested, production-ready pull request while you do other things, sending updates via Slack along the way.
Aemon
Aemon is an autonomous AI research engineer that generates, tests, and evolves thousands of solution approaches to find results beyond what human experts can achieve, including a new world record on circle packing.
The Token Company
The Token Company provides a drop-in API that compresses LLM inputs by 66%, cutting costs by 3x and improving response times by up to 37% while maintaining or improving output quality.
Zatanna
Zatanna observes a human performing a software workflow once, reconstructs the underlying request behavior, and exposes it as a production-grade API endpoint for AI agents and internal systems.
Chamber
Chamber orchestrates GPU infrastructure with AI agents that detect unhealthy nodes, forecast demand, and reallocate resources so ML teams can run 50% more workloads on the same hardware.
Haladir
Haladir combines formal verification, linear programming, and LLMs to help operations-heavy companies make decisions at frontier speed and precision.
Mango Medical Inc
Mango Medical builds AI that transforms CT scans into complete orthopedic surgical plans in minutes instead of days, with an 8-figure LOI from a top orthopedic company and FDA 510(k) clearance in progress.
Maven
Maven enables AI voice agents to collect payments over the phone through a single API call, handling card processing and PCI compliance across all payment gateways.
Constellation Space
Constellation Space builds ConstellationOS, an AI layer that predicts satellite link failures 3 to 5 minutes ahead of time and autonomously reroutes traffic with zero data loss.
Gru Space
GRU Space is building permanent lunar infrastructure starting with the first hotel on the Moon, using patent-pending hardware that turns lunar soil into building materials.
Lucent
Lucent is an AI product manager that watches user sessions, detects bugs and UX issues, and automatically suggests improvements based on how people actually use your product.
Booko
Booko predicts which appointment slots will not fill and automatically offers targeted discounts to maximize utilization, with early customers seeing a 20% revenue uplift.
Moda
Moda is the monitoring layer for AI agents, surfacing patterns across hallucinations, tool call failures, and behavioral drift that traditional logging completely misses.
Rubric Ai
Rubric AI builds the human and computational layer that converts expert judgment into training signals for frontier models, focusing on regulated industries like healthcare.
10X Science
10x Science is building AI-native software for peptide mapping and protein therapeutics analysis, targeting the bottleneck that sits between drug discovery and actual drug development.
Envariant
Most AI teams cannot explain why their models behave the way they do. Envariant is building the SDK that lets you look inside, understand, and steer model behavior.
Noetic
Three Yale dropouts built an AI platform that navigates the maze of FCC, FDA, CE, and UL requirements so hardware teams can ship products instead of reading standards documents.
Overdrive Health
Medical billing is broken. Providers lose billions to denied claims and slow collections. Overdrive Health uses AI to get them paid more money in less time.
Corelayer
On-call engineering in financial services is brutal. Corelayer puts an AI agent on it that monitors, debugs, and cites its sources. The $2.8 million annual savings claim got my attention.
Crosslayer Labs
Princeton researchers who helped secure every HTTPS connection on the web are now building a platform to detect impersonation attacks before they hit.
Legalos
LegalOS studied 12,000 successful petitions to build an AI-native immigration law firm that delivers visa applications in as fast as 48 hours.
Cofia
Most automation tools wait for you to build the workflow. Cofia watches how you work and builds it for you. That is either brilliant or creepy, and I think it is mostly brilliant.
Dronetector
Air defense was built for jets and missiles. The new threat is a $50 drone from a hobby shop. DroneTector is building the radar systems designed from scratch to see them.
Proximitty
Business loan servicing is manual, expensive, and getting worse. Proximitty is deploying AI agents that learn collection strategies and actually improve them over time.
Terminal Use
Deploying a coding agent to run overnight sounds great until you realize there is nowhere good to put it. Terminal Use wants to fix that.
Perfectly
Recruiting has been broken in the same ways for thirty years, and now a TikTok ML alum and a YC batch are betting a single AI agent can finally fix it.
Ressl Ai
Trades businesses are booming but buried in admin work. Ressl AI is building AI agents that handle the back-office tasks that keep contractors from doing what they are actually good at.
Scoop
Business intelligence has been promising self-service analytics for fifteen years and mostly delivering dashboards that nobody updates. Scoop takes a different approach: connect your data warehouse, ask a question in plain English, and get an AI that actually investigates the answer.
Telemetron
Hardware companies have a support problem that software-first helpdesks were never built to solve. Telemetron connects AI directly to devices, diagnoses issues in real time, and resolves tickets before a human ever needs to get involved.
Expected Parrot
What if you could run a 10,000-person survey in an hour for pennies? Expected Parrot is building the tooling to simulate human research subjects with AI agents, and the implications for market research, product development, and social science are wild.
Helix
Most AI agent platforms give you a chat window. Helix gives each agent a full GPU-accelerated 4K desktop with a browser, terminal, and filesystem. It is a fundamentally different architecture and I think it is the right one.
Mod Ai
Accounts payable is one of those back-office functions that everyone hates and nobody has fixed properly. Mod AI is running the entire invoice-to-payment workflow with a single AI agent. At $2,999 a month, it better be good.
Onyx
Every company has the same problem: critical knowledge is scattered across Slack, Drive, Confluence, and the heads of people who left two years ago. Onyx connects an AI assistant to all of it and lets you actually find answers. And the whole thing is open source.
Fifth Door
Fifth Door wants to turn everyone into a game designer. Their AI platform lets you create, distribute, and play games with friends using natural language and imagination instead of Unity tutorials and C# nightmares.
Helix Ai
Most AI companies want to replace your brain. Helix AI wants to make it work better. Their independent research studio is building grounded AI systems and agentic workflows that augment judgment instead of overriding it.
Spindl
Spindl built the attribution and analytics platform that crypto companies needed years ago. Track where your users come from, what they do onchain, and pay the people who brought them in.
Tusk
Tusk is an AI agent that reads your Jira tickets, understands your codebase, writes tests, fixes UI bugs, and opens PRs. It does the work that every engineering team knows is important but nobody wants to do.
Usenarrative
Narrative builds AI that turns raw game footage into polished sports highlights automatically. If you run a broadcast operation with a room full of editors cutting clips at 2 AM, this product is coming for that workflow.
Digipals
Social media became more media than social. Digipals is building an AI-powered group chat that actually coordinates in-person hangouts by handling restaurant reservations, bill splitting, calendar wrangling, and all the logistics that kill spontaneous plans.
Forge Robotics
The US is short 400,000 welders and the gap is getting worse every year. Forge Robotics gives industrial welding robots computer vision and real-time 3D mapping so they can weld autonomously without manual programming. First-pass yield goes from 90% to 99%.
S2 Dev
Kafka is overkill for most streaming use cases and everyone knows it. s2.dev treats streams as a storage primitive with a REST API, sub-50ms latency, and no cluster to manage.
Bluma
Making one good TikTok ad takes hours. Making fifty takes a team. Bluma reverse-engineers viral video ads into reusable templates and generates variations with AI. The approach is aggressive, the technology is smart, and the market for short-form video production tools is wide open.
Flick
AI video generation has been a party trick for two years. Flick is the first tool I have seen that treats filmmaking as a craft problem, not a prompt problem. An infinite canvas, multi-model orchestration, and 20 film festival awards suggest they are onto something real.
Nerviom
Building a data center or factory means navigating hundreds of permits across dozens of agencies. Nerviom automates the entire regulatory maze with AI, cutting timelines that used to take years down to weeks. The market is massive, the pain is real, and the timing could not be better.
Caddy
Voice assistants have been promising to replace your keyboard for a decade. Caddy is the first one built by people who actually understand productivity software, and it shows.
Clad Labs
Vibe coding means waiting for AI to generate your code. Clad Labs figured out that developers spend that dead time on social media anyway, so they built social media into the IDE. It is either genius or an abomination.
Hyperspell
Every AI agent forgets everything between sessions. Hyperspell builds the memory layer that connects agents to Slack, Gmail, Notion, and Drive so they actually know who you are and what you are working on.
Zephyr Fusion
Space-based industry needs megawatts of power, and solar panels will not cut it. Zephyr Fusion is building compact fusion reactors designed to operate in orbit, led by physicists from Livermore and Oak Ridge.
Freeport Markets
Retail investors already trade on tweets. Freeport Markets wants to formalize that by building an AI layer that turns social media noise into structured trade signals, with pre-IPO equities and tokenized assets built into the platform.
Lexi
Law firms bill $300 to $600 an hour for junior associate work that is mostly document review and contract analysis. Lexi has processed 135,000+ documents across 7,000+ cases and claims to save lawyers 10+ hours per week. The pitch is not replacing lawyers. The pitch is replacing the work that makes lawyers miserable.
Nivara
ZoomInfo and Apollo own the enterprise contact database. But if you sell to plumbers, roofers, and HVAC companies, those tools are basically useless. Nivara is building the data layer for selling to local businesses.
Specific
Coding agents can write code. They cannot deploy it. Specific gives agents a cloud platform where they can spin up databases, configure secrets, and ship to production without a human touching the infrastructure.
Efference
LiDAR sensors cost thousands and add complexity to every robot that needs to see. Efference thinks stereo cameras plus learned algorithms can replace them at a fraction of the price.
Mantle
Internal tooling is a graveyard of good intentions. Mantle connects your CRM, email, calendar, and payments, then lets you spin up agents with a single natural language prompt. No code, no workflow builders, no six-week implementation.
Minimal Ai
AI customer support is a crowded category. Minimal AI is winning in e-commerce by letting store owners train agents in plain language and actually execute actions, not just answer questions.
Liva Ai
AI models that generate speech and video need training data that sounds and looks like real humans. Liva AI collects it with consent, diversity, and production quality baked in from the start.
Okibi
Most agent-building platforms give you a drag-and-drop flowchart and call it easy. Okibi skips the visual programming entirely. You describe what you want your AI coworker to do in plain English and it builds the agent for you.
Wafer
Every AI company has a GPU performance problem. Most solve it by hiring expensive kernel engineers. Wafer automates the entire workflow, from profiling to patching, and claims 1.5 to 5x speedups without anyone touching CUDA.
Blank Bio
Three researchers from the University of Toronto and Vector Institute built an open-source RNA foundation model. Sanofi and GSK are already using it. The goal: simulate expensive wet-lab experiments before anyone touches a pipette.
Golpo
Nobody reads the documentation. Nobody watches the full training video. Golpo converts your PDFs and docs into short whiteboard explainer videos with AI narration, betting that animation and a human voice can make boring content actually consumable.
Monarcha
Mining companies and civil engineering firms sit on mountains of scanned maps, plats, and surveys that nobody can query because they exist as PDFs and JPEGs. Monarcha uses vision AI to turn those documents into real spatial data in under ninety seconds.
Agenthub
Everyone is building AI agents. Almost nobody can test them properly before deployment. AgentHub provides the simulation environments, tracing tools, and evaluation frameworks that agent developers need.
Cocreate
Media prep is the most tedious part of post-production. Cocreate automates syncing, proxies, checksums, and organization so editors can go from SD card to timeline in minutes instead of days.
Stormy Ai
Finding the right influencer used to mean scrolling through spreadsheets and begging for email replies. Stormy AI automates discovery, outreach, negotiation, and payment with 99.8% accuracy on creator matching.
B12 Labs
Drug discovery chemistry runs on trial and error. b12 Labs built an AI agent that plans experiments, translates them into robotic protocols, and achieved full conversion in a single attempt where human chemists needed eight to twelve tries.
Nixo
Forward deployed engineers are the most expensive people at AI companies, and most of them track their work across Slack threads, Linear tickets, and memory. Nixo centralizes the chaos.
Pingo Ai
Language apps have spent a decade gamifying vocabulary drills. Pingo AI skips the flashcards and drops you straight into conversation with an AI tutor that actually talks back.
Rowflow
Web forms have a completion rate problem. RowFlow replaces them with AI-powered conversations that happen over text, Slack, or embedded chat, and claims to dramatically increase the number of people who actually finish.
Certus Ai
Restaurants lose an estimated $100K per year per location from missed phone calls. Certus AI built a voice agent that picks up every call, takes orders, handles reservations, and pushes it all straight into the POS. Live in 48 hours.
Kalinda
Class action firms spend months reviewing medical records to qualify cases. Kalinda processes thousands of pages in parallel and extracts proof of injury, proof of use, and eligibility data in hours.
Lilac
Most companies running GPU clusters have 30 to 50 percent of their capacity sitting idle at any given time. Lilac unifies scattered GPU resources across clouds and on-premise into a single compute fabric, letting data scientists submit jobs to one scheduler instead of hunting for available machines.
Theinterface
Interface is training neural systems that model how humans and objects look, move, and interact in visual environments. Their first model is launching soon, targeting world-model research for gaming, entertainment, and simulation applications.
Channel3
Every AI shopping agent needs a product database. Channel3 built one that covers millions of products from thousands of brands, with sub-2-second lookups and built-in monetization.
Effigov
Fewer than 2% of American cities can afford a centralized call center. EffiGov is deploying AI voice agents that handle 311 and departmental calls around the clock, and two cities in production are already automating over half their inbound volume.
Skope
Big law firms have armies of associates to grind through research and drafting. Small firms have two partners and a paralegal. Skope wants to close that gap with AI that actually works inside Microsoft Word.
Floot
No-code tools have been promising non-technical founders they can build real software for years. Floot thinks the problem was never the interface. It was the framework underneath.
Pally
Your messages are scattered across email, iMessage, WhatsApp, LinkedIn, and X. Pally pulls them into one place and adds a personal CRM that tracks your relationships so you stop losing track of people who matter.
Slashy
Email is broken and everyone knows it. Slashy connects to your inbox and your entire productivity stack, then uses AI agents to handle the repetitive work you pretend you will get to later.
Fleetline
Trucking dispatch is a combinatorial nightmare that most fleets still solve with spreadsheets and phone calls. Fleetline combines optimization algorithms with LLMs to automate load planning, and they claim a 25% boost in fleet utilization.
Luminal
Everyone is fighting over which model to run. Luminal is fighting over how fast you can run any of them. Their ahead-of-time compiler turns AI models into optimized GPU code and is already beating vLLM and TensorRT-LLM on throughput benchmarks. Three people, $5.3 million, and a very different theory of how inference should work.
Serafis
Institutional investors spend millions on research. A growing share of the signal they care about lives in podcasts, interviews, and conference talks that nobody has time to listen to. Serafis indexes it all and surfaces narrative shifts before they become consensus.
Stockline
Food wholesalers take orders through WhatsApp, SMS, phone calls, and email, then manually key everything into ERPs built in the 1990s. Stockline unifies all those channels and uses AI agents to automate order entry, letting wholesalers focus on product and customers instead of data entry.
Dscribe Ai
Agricultural distributors and mining companies spend thousands on manual surveys to measure their stockpiles and the results are still off by 20 to 30 percent. dScribe flies drones over the piles, builds 3D models, and gives you precise volumes in hours instead of weeks.
Knowlify
Every company needs explainer videos. Almost nobody can afford to make them well. Knowlify wants to turn any document into a polished animated explainer in seconds, not weeks, and the 3Blue1Brown comparison is not accidental.
Rid
Listing stuff for sale online is tedious enough that most people just don't bother. Rid reduces the entire process to texting a photo. The AI writes the listing, handles negotiation, and arranges delivery.
Ambral
Every B2B company loses customers it should have saved and misses expansion opportunities it should have caught. Ambral builds AI account managers that synthesize signals across every customer touchpoint and actually do something about what they find.
Autumn
Billing logic for AI products is a special kind of painful. Usage-based pricing, credit systems, feature gating, plan migrations. Autumn puts all of it in a layer over Stripe so you stop building billing code from scratch.
Sira
Seventy percent of hourly businesses still use paper timesheets. Sira automates scheduling, time tracking, and payroll for field teams using geofencing, voice AI, and a compliance engine that actually knows your state labor laws.
Embedder
Every AI coding tool is built for web developers. Firmware engineers, the people who write the software that runs inside cars, medical devices, and industrial equipment, have been completely ignored. Embedder is an AI-powered IDE that reads datasheets, generates production-ready drivers, and tests code on real hardware. Tesla, Samsung, and Medtronic are already using it.
Manufact
The Model Context Protocol is becoming the standard way AI agents connect to the outside world. Manufact, formerly mcp-use, built the open source SDK that 4,000 companies already depend on. Now they are building the cloud infrastructure layer on top. With NASA, NVIDIA, and SAP as customers and 5 million downloads, this three-person team from Zurich and San Francisco is positioning itself as the default MCP platform.
Tryjanet
Jira has been the default ticket management system for engineering teams for fifteen years, and almost nobody likes it. Janet AI is not adding AI features to Jira. They built an entirely new system where tickets create themselves from Slack conversations, meeting transcripts, and emails, then update themselves when PRs merge. Two Cornell and UW-Madison grads who were founding engineers at previous YC startups think the entire concept of manual ticket management is about to die.
Uplift Ai
Whisper works great for English. For Urdu, Bengali, and Greek, not so much. Uplift AI is building foundational voice models for regional languages and delivering them through APIs and SDKs so developers in emerging markets can build voice-first applications that actually work.
Autosana
Manual QA is slow. Selenium scripts break every sprint. Autosana lets you write end-to-end tests in plain English for iOS, Android, and web apps, then runs them on cloud-hosted agents that heal themselves when the UI changes. Two former mobile startup engineers think the entire testing layer is about to get replaced.
Locata
A primary care clinic processes hundreds of referrals a day, and every single one involves phone calls, fax machines, prior auth forms, and follow-up chasing. Locata automates the entire loop. They signed a major health center in two weeks and saved them 100+ hours in the first month. That is not a pitch deck claim. That is a live deployment.
Louiza Labs
Getting a drug approved is just the beginning. Proving it works well enough for insurers to cover it requires mountains of fragmented clinical evidence, and the teams assembling that evidence are drowning. Louiza Labs built an auditable AI platform that synthesizes pharmaceutical data 10x faster while keeping regulators happy.
Costream
Every digital product generates conversation. Support tickets, in-app chat, feedback forms, onboarding flows. Costream is building infrastructure to capture, index, and make all of that dialogue searchable and actionable. Two Cornell dropouts who already scaled an AI product to 100K users think they can turn product conversations into structured intelligence.
Flywheel Ai
Construction has an operator shortage that is getting worse every year. Flywheel AI retrofits existing excavators with remote operation hardware, letting one operator run multiple machines from an office. They are also collecting the training data to make those machines autonomous. Two founders in San Francisco are betting that the path to autonomous heavy equipment runs through teleoperation first.
Mangodesk
Every AI team knows they need better evals. Most of them are still building annotation pipelines by hand, burning weeks on infrastructure that has nothing to do with their actual product. MangoDesk generates custom eval and post-training data pipelines in seconds. That is either a huge time-saver or a huge shortcut, and the difference matters.
Cleon
Hotels spend millions on guest communications, from pre-booking inquiries to post-checkout follow-ups. Cleon, built by an ex-Palantir engineer and his co-founder, deploys AI agents that learn each hotel's brand DNA and handle the complete guest journey without sounding like a chatbot.
Riverbank
Penetration testing is a $3 billion market dominated by firms that send humans to do what AI agents could do faster, cheaper, and more thoroughly. Riverbank, founded by an ex-NSA operator, is deploying swarms of AI agents to find the vulnerabilities that conventional scanners miss and human pentesters run out of time to discover.
Trapeze
Every doctor's office has the same problem: phones ring constantly, front desk staff are overwhelmed, and patients sit on hold for ten minutes to book a simple appointment. Trapeze replaces hold music with AI voice agents that handle scheduling, intake, and insurance verification around the clock. Over 140 practices and more than a million patients are already on the platform.
Zeroeval
Everyone is building AI agents. Almost nobody knows how to make them reliably better. ZeroEval closes the feedback loop between production failures and prompt optimization with calibrated LLM judges that learn from your corrections, turning weeks of manual tuning into hours of automated improvement.
Oncactus
Home service businesses miss calls constantly, and every missed call is a lost job. Cactus answers the phone 24/7, qualifies the lead, and books the appointment. The founder already built a YC company to Series A. This is his second act.
Percival
Researchers spend more time cleaning data than analyzing it. Percival writes the code, suggests the analysis, and interprets the results, all inside your existing workspace. It is what Jupyter notebooks would be if they were invented today.
Ralo
Getting a mortgage is still a miserable experience full of hidden fees, opaque pricing, and paperwork that could fill a filing cabinet. Ralo automates the comparison, negotiation, and closing process so lenders compete for your business instead of the other way around.
Autostep
Every company wants to automate. Few know what to automate first. Autostep installs across your org, watches how people actually work, and surfaces the repetitive tasks bleeding the most time and money.
Blueshoe
Legal AI tools are great at finding cases. They are terrible at building arguments. Blueshoe is betting that combining curated legal data with reasoning models will close that gap.
Lyrahq
Meeting transcription is a solved problem. Lyra is betting that the real opportunity is what happens after the call ends, turning conversations into CRM updates, follow-up emails, and deal intelligence without anyone lifting a finger.
Adentris
250 million insurance claims get denied every year because of documentation errors. Adentris watches clinical notes as they're written and catches mistakes before they become expensive problems.
Frekil
Two IIT Bombay grads with Stripe and Amazon backgrounds built an AI biostatistician that generates real-world evidence from EHR and claims data. What used to take months now takes minutes.
Stratify
User research is expensive, slow, and most startups skip it entirely. Stratify automates the whole process from recruiting participants to delivering insights, and that could change how products get built.
Voiceos
Voice-to-text tools have been mediocre for a decade. VoiceOS is betting that AI has finally gotten good enough to make talking to your computer feel natural instead of painful.
Donely
Managed infrastructure for AI agents is quietly becoming its own product category, and Donely is betting you'd rather pay nothing upfront than touch a terminal.
Galen Ai
Two Stanford grads built a free health companion that pulls records from 800+ institutions and 20+ wearables into one place. The bet is that unified patient data changes everything.
Morphik
Morphik is an open-source retrieval platform that gives AI apps access to real documents instead of confident fabrications. Space-tech teams and brokerage developers are already using it.
Valuemate
A three-minute LiDAR walkthrough that replaces a week-long appraisal process. ValueMate is building for a regulatory deadline that is about to force the entire industry to modernize.
Agent
The pitch is almost annoyingly simple: a fully managed AI agent host for under four bucks a month, because someone finally did the math on server margins.
Byterover Memory System For Openclaw
Everyone's building smarter agents, but nobody wants to admit that 'smart' doesn't mean much if the agent forgets everything the moment you close your terminal.
Fowel
Bad documentation doesn't announce itself. It just quietly breaks things until someone has to read it.
Nomi
Real-time coaching during live sales calls sounds like it should be distracting. Nomi claims it actually closes deals 12% faster. The question is whether reps trust a sidebar more than their gut.
Openui
Every AI product right now is a chatbot that spits out walls of text, and OpenUI thinks that's a solvable problem.
Mesmer
Three repeat founders who scaled a company to $400M valuation got tired of status meetings. So they built a tool that reads every line of code and tells you what actually shipped. Six-figure ARR in a week.
Unenhanced
Apple's default camera has been quietly overprocessing your photos for years, and most people just accepted it.
Atlog
Voice agents are everywhere now. Compliance infrastructure for them is not. Atlog is betting that the companies automating calls at scale will pay for the one that keeps them out of court.
Superpowers Ai
Ambient visual agents that run on your glasses sounds like a 2027 problem, but someone shipped it this week.
Marketingdb
Every SEO tool I've looked at this year either wants my credit card or my soul, so a free dofollow directory built by someone who got tired of paying for both is at least worth thirty minutes of my attention.
Finishdsa
Everyone I know who's tried to grind DSA has the same story: two weeks of enthusiasm, one hard graph problem, and then the tab quietly closes forever.
Dossierpret
Most people don't find out their mortgage file has problems until a banker tells them no.
Acolite
73% of insurance account managers over 60 are nearing retirement, and hiring replacements takes months. Acolite is betting that AI teammates can handle the operational grind so the humans who remain can focus on clients.
Anything Api
The pitch is almost too simple: describe what you want from any website, and Anything API ships you a working endpoint.
Picsart Persona Storyline
The pitch is simple: build a character once, never be on camera again.
Supa Social
The pitch is simple: what if your community platform wasn't someone else's product?
Bloom
Vibe coding meets mobile development. Bloom gives you a backend, cross-platform builds, and native testing on your phone. The catch is that 'no-code' still has to produce code that works.
Getviktor Com
Every AI tool I've looked at this year answers questions. Viktor is the first one that seems genuinely annoyed by the idea.
Supermoney
Two million members, twelve years of data, and a fresh coat of AI. I want to believe the timing is right this time.
Clean Clode
AI coding tools have gotten impressively good at writing code and impressively bad at producing output you can actually paste anywhere.
Trigger Dev
Background jobs are the plumbing of every serious application. Trigger.dev thinks the plumbing should be TypeScript-native, open source, and way less annoying to debug.
Claude Import Memory
The memory import feature is a small UX decision with a surprisingly aggressive strategic purpose.
Producer Ai By Google Labs
AI music tools are multiplying faster than anyone can actually use them, and now Google Labs has one too.
Agent Commune
A social network where the users are AI agents, the posts are written by bots, and your job as a human is to sit back and watch.
Alkemi
Your analysts are drowning in ad hoc requests, and your Slack is full of questions nobody can answer fast enough. Alkemi thinks it can fix that without anyone leaving the chat.
Crimson
Most legal AI tools help you draft contracts faster. Crimson went after litigation, where the documents are messier, the stakes are higher, and the market is wide open.
Superset
Running one AI coding agent is a productivity trick. Running five simultaneously without losing your mind is a different problem entirely, and Superset is betting it's the one worth solving.
Tessl
The guy who made developers care about security is back, and this time he's betting that AI agents are only as good as the skills you feed them.
Kiloclaw
OpenClaw is everywhere. Running it without wanting to throw your laptop out a window is a different problem entirely.
Siteline
Somewhere in your analytics dashboard right now, there is a growing pile of traffic you are almost certainly not thinking about correctly.
Anima
Every design handoff I've ever watched has ended the same way: a Figma file, a defeated engineer, and a UI that looks vaguely like what the designer intended.
Delta Iq
Delta IQ is solving a problem that finance and legal teams have been quietly suffering through for years, and the fix is so obvious in hindsight it's a little embarrassing.
Stish From Start To Finish
Every digital agency I've ever talked to has the same problem: client assets living in Slack threads, random Google Docs, and someone's brain who just quit.
Clawi Ai
Running your own AI assistant used to mean managing servers. Clawi wants to make that someone else's problem.
Kollect Voice Agent
Kollect replaces the survey grid with a voice conversation — and it's self-hostable, MIT-licensed, and already making a case for why forms are a UX relic.
Relta
Every AI analytics tool promises to answer your data questions. Relta says the others are guessing and it can prove its answers are correct through formal verification of generated SQL.
Clawmetry For Openclaw
ClawMetry is a free observability dashboard for OpenClaw agents — and the fact that it needs to exist says a lot about where AI tooling actually is right now.
Maple
Embedded finance had its moment with payments and lending. Insurance is next, and Maple is building the API layer that lets any company offer insurance products without becoming an insurance company.
Nvidia Personaplex
Every natural-sounding voice AI made you take what you got — NVIDIA's PersonaPlex is a serious attempt to change that.
Minimax M2
An open-source model from a Chinese AI lab just posted benchmark numbers that should make Anthropic at least glance up from whatever they're doing.
Powermatrix
Power delivery hardware is boring until you realize data centers waste 30 TWh of electricity a year on it. PowerMatrix wants to shrink the problem by 80% with better semiconductor design.
Spectre
When every AI coding tool is racing to be smarter, one open-source project is betting the real problem is that nobody taught these agents how to think in steps.
Base44 Backend Platform
AI coding agents are getting good at writing code — turns out the part that keeps breaking is everything underneath it.
Lunair
Lunair hit #1 on Product Hunt by promising what every solo founder quietly dreads doing themselves: making a video that doesn't look terrible.
Cline Cli
The terminal is having a moment, and Cline CLI 2.0 is betting it can be the thing that makes AI coding agents actually useful in production — not just in the IDE.
Textab
A Mac utility that binds AI actions to keyboard shortcuts is either the missing layer the power-user crowd has been waiting for, or another tool that sounds great until you realize you have to set it up yourself.
Atomic Bot
Atomic Bot wraps a genuinely powerful AI agent framework in a one-click macOS app — which is either brilliant product thinking or an elaborate wrapper in search of a moat.
Cube
Every AI analytics tool promises to answer your data questions. Cube says the others are lying to you — and it has 19,000 GitHub stars worth of infrastructure to make that case.
Terrakotta
Terrakotta launched as an email deliverability tool for SDR teams. Now it's an AI-powered sales prospecting platform for commercial real estate, complete with voice cloning and automated dialing. The pivot tells you something about where outbound sales is heading.
Zenmux
ZenMux wants to be the last LLM integration you ever write — and it's willing to pay you if it isn't.
Aptible
Deploying a compliant application used to mean hiring a DevOps team and a compliance consultant. Aptible packages secure, compliant hosting into a platform that startups can actually set up themselves.
Spawned
An AI builder that also launches your product to a discovery feed and optionally staples a Solana token to it is either the cleverest product thesis of 2025 or a three-way stretch that snaps under pressure.
Clawdtalk
Telnyx just shipped a voice layer for Clawdbot — and the actual question is whether talking to your agent beats typing at it.
Skillkit
Skillkit wants to be npm for AI agent skills — and the fragmentation problem it's solving is very real, even if the solution raises some questions.
Pinme
Zero config, zero login, zero patience required — PinMe is betting that the hardest part of shipping a frontend is everything that comes before the actual shipping.
Betterbugs Mcp
Vibe coding is great until your AI assistant stares at a stack trace like a golden retriever watching TV.
Maige
Maige automates the grunt work of GitHub issue management with AI that labels, assigns, reviews, and responds. Built by Rubric Labs with 4,300+ repos already using it.
Webflow Ai Site Builder
The no-code giant just shipped an AI site builder that goes from prompt to multi-page production site, and the real question isn't whether it works — it's whether Webflow's existing users actually want this.
Unblocked Code Review
Everyone's shipping AI code review tools — Unblocked's bet is that context is the whole game.
Ask Ellie
Ask Ellie wants to be the engineering team's single source of truth — and it's betting that source of truth should live in a chat box.
Ai Doc Writer
Documentation is the work everyone agrees matters and nobody wants to do — Trupeer is betting that vision-based AI can close that gap.
Arda
Structural and thermal analysis in aerospace and defense takes weeks and requires specialists. Arda built an AI that delivers first-pass calculations in minutes, letting engineering teams run analysis 10x faster.
Kashikoi
Physical commodity trading still runs on PDFs, emails, and spreadsheets. Kashikoi is building agentic AI to automate the document-heavy workflows that keep traders buried in admin instead of making deals.
Knowhow
The skilled trades have a knowledge transfer problem. Experienced workers are retiring, new workers need guidance in the field, and nobody wants to read a 200-page manual. KnowHow turns institutional knowledge into AI-generated step-by-step guides.
Koala Ai
Koala unified 30+ signal sources to tell sales reps exactly who was ready to buy. Then Cursor acquired the team, and the product got a shutdown date. The story of what Koala built still matters.
Permitify
Building permits are the bottleneck nobody outside of construction talks about. Permitify uses AI to analyze zoning codes, surface constraints, and help development teams make go/no-go decisions before they waste months on a project that was never going to get approved.
Corsair
AI agents need access to your tools to be useful. Corsair is the permission layer that makes that access safe enough to actually turn on.
Steinmetz
Most EV startups want to build the car. Steinmetz wants to build the thing that makes the motor spin, and they claim 3x the power density of existing solutions.
Subtrace
AI agents are shipping to production faster than teams can debug them. Subtrace traces every HTTP request and tool call without touching your code, giving you a real-time window into what your agents are doing and why they fail.
Bezel
Studio photoshoots cost thousands and take days. Bezel generates product images with AI models in minutes. Over 2,000 brands have already made the switch.
Nitrode
Four college friends from Cornell and Stanford are building an AI-powered game engine. The ambition is big. The question is whether game developers actually want AI touching their creative process.
Quantstruct
Documentation is where good engineering teams go to feel guilty. Quantstruct automates the whole thing by watching your codebase and writing the docs for you.
Amby Health
Ambulance agencies run on paperwork. Patient care reports, billing codes, compliance reviews, liability checks. Amby Health wants to automate all of it so medics can focus on keeping people alive.
Assistant Ui
Every AI product needs a chat interface. Building one from scratch takes weeks and the result is usually mediocre. assistant-ui is an open-source component library that solves this in hours.
Hey Telo
Every missed call is a lost job. Hey Telo is building voice AI that picks up the phone for tradespeople so they can stay on the job site instead of the phone.
Rally
European fleets spend over a trillion euros a year on fuel, charging, maintenance, and driver payroll. Rally wants to consolidate all of that onto one card and one platform.
A1Base
AI agents are stuck inside chat windows. A1Base wants to give them phone numbers, email addresses, and WhatsApp accounts so they can operate in the real world.
Altrina
Most workflow automation tools ask you to think like a programmer. Altrina asks you to do the task once while it watches, then handles the rest. That is a fundamentally different pitch.
Oki
Status meetings are where productivity goes to die. Oki wants to replace them with AI-generated weekly reports that actually tell you what happened, pulled from your team's code, tickets, and messages.
Pave Robotics
Potholes cost American drivers $3 billion a year. Pave Robotics is building autonomous robots that seal cracks before they become craters, and they work around the clock.
Stamp
Email clients haven't changed in 20 years. Stamp is betting that building AI into the core of the inbox, not bolting it on top, creates something fundamentally different. One founder, big ambition, early days.
Bystreet
The Caribbean and Latin American hotel market moves on relationships, WhatsApp messages, and word of mouth. Bystreet wants to bring structured deal sourcing to a market that has never had it.
Cuckoo Labs
Real-time translation tools have existed for years, but they've never worked well enough for a sales call where getting one word wrong can kill a deal. Cuckoo thinks that's changed.
General Trajectory
Most AI companies are building software that reads and writes text. General Trajectory is building AI that controls robot hands, targets defense applications, and ships open-source teleop tools. One founder, one mission, very little marketing.
Lopus Ai
Growth teams drown in dashboards that answer the wrong questions. Lopus AI builds an agentic semantic layer that speaks your company's language and unifies structured and unstructured data into answers that actually make sense.
Dalus
Systems engineering tools haven't kept up with the systems they're supposed to engineer. Dalus wants to replace the spreadsheets and siloed documents with something that actually works in real time.
Deployparagon
HVAC distributors, pipe and valve suppliers, and lumber yards are not thinking about AI. Paragon is betting they should be, and that automated order processing and demand forecasting will sell itself once someone shows up with a working product.
Revise Robotics
Sixty million tons of electronics get thrown away every year with $50 billion in recoverable value. Revise Robotics is building robots that test, wipe, photograph, and resell used laptops without a human touching them.
Cenote
Digital health clinics lose most of their potential patients before they ever book an appointment. Cenote's AI sales reps handle the follow-up, the win-back, and the multi-channel outreach that human teams can't scale.
Closure
Police departments are drowning in data from body cameras, license plate readers, and digital tips. Closure built a search layer that actually lets detectives find what they need.
Tweeksio
15,000 users, a million modified pages, and a premise that basically says: you know better than the product team. Tweeks.io turns your complaints about websites into actual browser modifications, no code required.
Uncommon Therapeutics
Noah Auerhahn's daughter was diagnosed with Rett Syndrome, a condition affecting 1 in 10,000 girls. He invested over $1 million in research, assembled a team with deep neuroscience expertise, and is now building a polytherapy strategy that could change how rare diseases get treated.
Bindwell
Two Forbes 30 Under 30 scientists are building custom AI models to develop safer, more effective pesticides. They just raised $6M and their first target is the fall armyworm.
Tamlabs
Two brothers from Blackstone and L Catterton are building an applied research lab that wants to rethink how knowledge workers actually get things done.
Wildcard
ChatGPT now has a shopping feature. Most brands have no idea how it decides which products to recommend. Wildcard gives e-commerce companies SKU-level visibility into AI shopping results and the tools to optimize for them. This is search engine optimization all over again, just for a different kind of search.
A0 Dev
Over 300,000 apps built on the platform, 200,000 users, and a pricing page that goes up to $800 a month. a0.dev is turning React Native app development into something closer to a conversation than a codebase. The question is whether AI-generated apps can hold up when real users start filing bug reports.
Operand
Most AI analytics tools generate dashboards. Operand wants to generate decisions. Three college dropouts from Dartmouth and Cornell are building AI systems that handle pricing, forecasting, and allocation for retailers and manufacturers. The pitch is less 'here's your data' and more 'here's what to do with it.'
Outlit
Your customer data lives in Stripe, PostHog, HubSpot, Slack, and email. Outlit stitches it into one record and lets AI agents act on it. The positioning is smart. Whether they can hold the center against CDPs with a head start is the harder question.
Asteroid
Everyone's building AI browser agents. Asteroid's bet is that enterprises won't deploy them without guardrails, evaluations, and human oversight baked in. They're probably right.
Invo
Nobody starts a company dreaming about accounts receivable in the food supply chain. That's exactly why Invo might be onto something. The incumbents are bloated, the margins are thin, and the invoices are piling up.
Roark
Everyone is building voice AI agents. Almost nobody is testing them properly. Roark has processed over 10 million minutes of calls and wants to be the QA infrastructure the entire category is missing.
Youshift
Hospitals still employ full-time humans whose entire job is shuffling shifts in a spreadsheet. YouShift thinks AI can do that job better, and that scheduling is just the opening wedge into a much bigger workforce problem.
Bluebook
75% of CPAs will retire in the next 15 years and nobody's replacing them. Bluebook is building AI agents that let accounting firms serve ten times more clients with the same headcount. 30 Nordic firms are already using it.
Mosaic
Video editing is still painfully manual for most creators. Mosaic is building AI agents that can execute multi-step edits on a canvas, which is a harder and more interesting problem than just slapping filters on clips.