Asteroid Builds Browser Bots That Won't Go Rogue on You
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.
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.
Several top-20 hedge funds are already using Finbar to automate financial modeling, research, and data analysis. When your customers manage hundreds of billions in assets, the margin for error is zero and the tolerance for hype is lower.
Moving data between Salesforce, NetSuite, and SAP is the kind of work that makes people quit their jobs. Agentin AI built agents that handle it, and they use reinforcement learning to get better when things go wrong.
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.
Most AI tools target knowledge workers who write emails. Macadamia is going after mechanical engineers, construction firms, and manufacturers with AI agents that actually understand CAD files.
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.
Another AI sales tool launched on Product Hunt this week — except this one hit #1 daily with 558 votes, which means it's worth actually looking at.
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.
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.
The job market is soft, ATS systems are broken, and a Carnegie Mellon-connected team thinks structured project portfolios are the answer — at least for tech candidates who can actually show their work.
Sameday AI has answered 2 million calls for home services and real estate businesses, booking appointments at a 92% rate. The AI phone agent market is real, and Sameday is one of the companies proving it.
A new AI marketing platform claims it can read your code and run your growth strategy — which is either exactly what solo founders need or a very confident promise.
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.
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.
Financial auditing is one of the last white-collar professions where people still spend days manually cross-referencing spreadsheets. Moby Analytics lets auditors build and deploy AI agents using only prompts and domain expertise, cutting 80% of the grunt work while keeping everything traceable and auditable.
Three former Apple engineers who co-created SwiftUI built a tool that lets you describe an iPhone app in plain English and get production-ready Swift code you can ship to the App Store. No Xcode required. No Mac required. You build the app on your iPhone.
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.
Browser automation breaks constantly because websites change. Notte built a full-stack browser infrastructure platform that lets AI agents run on the internet at production scale, with under 50ms latency, 1000+ concurrent sessions, and an agent success rate above 90 percent. Two MIT researchers who spent years studying why web automation fails think they finally fixed it.
Enterprise software implementations fail at staggering rates. Scope creep, miscommunication, and lost context between discovery calls and delivery teams destroy margins and timelines. Datafruit built AI agents that capture every conversation, structure scope from day one, and use historical project data to make every engagement sharper. Three UC Berkeley and Georgia Tech engineers are going after the consulting industry's oldest problem.
Recruiting is broken in a specific way: the first interview is almost always a waste of time for everyone involved. Outrove built an AI recruiter with a human-appearing video presence that joins Google Meet and Zoom calls, conducts natural screening interviews, and feeds structured evaluations into your hiring pipeline. Two founders who previously built seven-figure SaaS companies and a UN-recognized robotic doctor think the first 30 minutes of every hiring process should be automated.
Insurance underwriting still runs on spreadsheets, email threads, and tribal knowledge locked in the heads of senior actuaries. Tesora is building AI-native software that encodes expert workflows into durable systems for MGAs and carriers. Two founders with McKinsey, private equity, and Google engineering backgrounds think they can do for insurance what Harvey did for law.
Legacy Windows applications run the backend of healthcare, finance, and logistics. Nobody builds integrations for them because nobody wants to. Cyberdesk trained an AI agent that learns how to use these apps the same way a human would, and hospitals are already using it for patient intake.
End-to-end tests are brittle, slow to write, and nobody wants to maintain them. Lark replaces Cypress and Playwright scripts with plain English descriptions and uses AI to figure out the selectors, waits, and assertions.
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.
Most companies are drowning in repetitive tasks that are too complex for simple automation but too tedious for humans. Trace sits in the middle, routing work to AI agents or people based on what actually requires human judgment.
The prompt-to-app space has a dirty secret: most tools generate frontends that look great and backends that are held together with duct tape. VibeFlow is trying to fix that by making backend logic visual, editable, and actually understandable.
Doe connects to 40+ business tools and deploys AI agents that handle repetitive operations work. At $500 per user per month, the bet is that replacing tedious tasks is worth more than most SaaS subscriptions.
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.
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.
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.
Job applications are broken. Sorce lets you swipe on jobs like dating profiles and sends an AI agent to fill out the applications for you. Over 700K users and 20 million swipes say the idea works.
The no-code web app space is crowded. Fastshot thinks the real gap is mobile. Describe your app in plain English, get a production-ready React Native build for iOS and Android. The question is whether that gap stays open long enough.
Factory quality inspection has been stuck between expensive custom vision systems and generic models that do not understand production lines. Allus AI built a billion-parameter foundation model trained on 1.5 billion industrial data pairs, and it is already running on five Fortune 500 production lines with 99.95 percent accuracy.
Product demos are the bottleneck in every SaaS sales funnel. Primer built an AI agent that delivers personalized walkthroughs 24/7, and Figma, Gamma, and Lovable are already using it. That customer list tells you this is not vaporware.
Pharmacies are drowning in phone calls about prescription refills. Remedy is building AI agents to handle the repetitive operational work so pharmacists can do what they were trained for: patient care. It is a brutally simple pitch for a brutally underserved market.
Property management is one of the most operationally painful businesses to run at scale. Keet automates the tenant communication, maintenance coordination, and leasing workflows that consume property managers' entire days.
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.
Finance teams spend half their time logging into clunky ERP systems and doing the same reconciliation tasks over and over. Zalos deploys AI agents that do the clicking, the matching, and the uploading so humans can stop being data-entry robots.
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.
Insurance claims adjusting is slow, manual, and expensive. Willow Labs is building AI agents that investigate claims, analyze evidence, and recommend payouts so adjusters can handle ten times the caseload.
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.
End Close automatically reconciles transactions across payment processors, banks, and internal systems, using deterministic matching rules and AI agents that investigate exceptions.
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.
ClaimGlide automates the entire prior authorization process for medical practices, from initial submission to payer follow-up to denial appeals, including AI-generated appeal letters and automated phone calls to payers.
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.
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.
Unisson builds AI subject-matter experts that learn any B2B product in twenty minutes and then handle customer deployments, implementation questions, and technical support across Slack, email, and text.
o11 integrates directly inside Microsoft PowerPoint, Excel, Word, and their Google equivalents, letting users automate workflows from slide decks to financial models without ever leaving the application they are already working in.
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.
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.