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Sarah Munroe

Staff Writer

Sarah has been writing about technology since before it was cool to do so, and will continue doing so long after everyone else has moved on to whatever comes next. She covers AI, productivity tools, and enterprise software with a clinical precision that occasionally cracks into something warmer. Her most-used mobile app in 2025 was Claude — which she will tell you is a tool, not a personality trait, though the line is increasingly blurry.


276 features

CALA

CALA Built the Operating System That Fashion's Supply Chain Has Needed for 50 Years

Andrew Wyatt spent his early career at a logistics startup watching small fashion brands struggle with a supply chain that was never built for them. So he built one that was. CALA is now the operating system that unifies design, manufacturing, and fulfillment for thousands of brands -- and just became the first fashion company to get access to DALL-E's API.

Datafruit

Datafruit Thinks Enterprise Software Implementations Are Broken. They Built AI Agents to Fix Them.

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.

Tesora

Tesora Is Building What Harvey Built for Law, but for Insurance Underwriting

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.

Tectoai

TectoAI Is Building HR for Your AI Agents, and Regulated Industries Need It Yesterday

Companies are deploying AI agents without any system for tracking what those agents do, whether they drift from their intended behavior, or whether they comply with evolving regulations. TectoAI built a governance platform that treats AI agents like employees: onboard them, assign roles, monitor performance, and flag compliance issues before regulators do. Two founders from Google and regulated industries think governance is the unsexy layer that makes enterprise AI adoption actually possible.

Alter

Alter Built Zero-Trust Security for AI Agents Because Nobody Else Did

AI agents are calling APIs, querying databases, and executing transactions with long-lived API keys and zero oversight. Alter intercepts every tool call an AI agent makes and enforces parameter-level authorization, ephemeral credentials, and real-time guardrails. Two founders in New York are building the identity layer that the AI agent ecosystem forgot to build.

Phases

Phases Wants AI to Run Your Clinical Trial, Starting With Finding the Patients

A delayed clinical trial costs pharma companies up to $312 million. The biggest bottleneck is patient recruitment: research sites spend hours reviewing medical records and conducting screening calls for every single participant. Phases built an AI agent named Polly that reads records, conducts voice interviews, and schedules patients automatically.

Careswift

CareSwift Cuts Ambulance Report Time by 80%, and EMTs Are Begging for It

EMTs spend a staggering amount of time on paperwork after every call. CareSwift, built by a working NYC EMT and his technical co-founder, uses AI to guide crews through documentation in under three minutes while catching compliance errors in real time. The result: 80% less time writing reports, fewer insurance denials, and medics who can get back to saving lives.

Synthetic Society

Synthetic Society Deploys Fake Users So You Can Find Real Bugs

AI code generation is shipping features faster than ever. It is also shipping bugs faster than ever. Synthetic Society deploys swarms of AI users that behave like real humans to find the UX flaws, broken flows, and edge cases that manual QA misses. Two MIT and Columbia dropouts are betting that testing needs to evolve as fast as the code it checks.

Adam

Adam Wants to Kill the 40-Hour CAD Model

CAD software hasn't had a real interface rethink in twenty years. Adam is betting that text-to-parametric-design can make engineering teams ten times faster. Whether that holds up against SolidWorks muscle memory is the real question.

Awen

Awen Thinks You Should Talk to Your Design Software

What if instead of learning where Adobe hid the Gaussian blur, you just said 'blur the background'? Awen is rebuilding creative software around voice commands and AI reasoning. The founder got an O1 visa in visual arts at 21 and ran operations for a luxury fashion company. This isn't a tech bro's idea of what creatives want.

Trim

Trim Is Building a Foundation Model for the Physical World

Traditional physics simulations scale exponentially and take thousands of years for certain problems. Trim built a custom transformer architecture that simulates physical systems in constant time. If it works at scale, this changes everything from autonomous vehicles to gravitational wave detection.

Orbital Operations

Orbital Operations Is Building Space Bodyguards for Military Satellites

GPS, military communications, and intelligence satellites are vulnerable to adversarial threats in orbit. Orbital Operations is building a high-thrust, reusable space vehicle designed to protect them. The founders have resumes from NASA, SpaceX, Blue Origin, and Relativity Space.