Mica AI

Banks and fintechs have large teams of human analysts who conduct manual checks and reviews. We replace those human compliance analysts with AI agents that automate 80% of the manual work for faster and more compliant financial crime (AML) reviews. Our first three products are: Screening AI (discount 91% of screening alerts), KYB/C AI (speed up onboarding), Transaction Monitoring AI (handle AML transaction monitoring alerts) Our end goal is to have a whole suite of AI workers that can handle man

shared extracted concept terms: monitor; shared product terms: human, manual, review, replace; shared product theme: context and memory; same category: AI agents; shared affiliation: Y Combinator

Rovr streamlines engineering operations by automating intake, triage, routing, and cross-team coordination. It replaces internal forms, manual Slack triage, and scattered docs with an AI front desk that understands requests, assigns owners, updates context, and posts status changes directly into Slack. Rovr’s built-in ops CRM gives teams a single system of record for eng requests — from tooling access to platform incidents to dev-infra workflows — reducing operational drag across the entire org.

shared product terms: replace, ops, manual, system; shared product theme: context and memory; shared affiliation: Y Combinator

Ellipsis will help your team merge code 13% faster. Ellipsis is an AI developer tool that automatically reviews code and fixes bugs on pull requests. It uses LLM agents to catch logical errors, security issues, and can even enforce a team's style guide. The coolest part is that after Ellipsis identifies an issue, developers can tag @ellipsis-dev to have Ellipsis implement the fix. Internally, Ellipsis actually executes the code it generates, just like a human does. As a result, we allow develope

shared product terms: review, pull, error, issue; same category: AI agents; shared affiliation: Y Combinator

As soon as a lawyer is made partner, they’re expected to bring in new business. However, it’s often not clear when a company is going to need legal counsel. So partners are encouraged to do business development with every person in their network in hopes that at least one of them generates new work. Osmaura gives partners a deeper understanding of prospective clients and legal support they might need at the right time. Our agents do this by monitoring the web, news, socials, and internal firm co

shared product terms: when, monitor, do, right; same category: AI agents; shared affiliation: Y Combinator

Maywood is the first finance-compliant proactive AI that runs 24/7, working across your network, pipeline, and active processes, running constantly in the background and surfacing things you'd otherwise miss. It tracks relationships and sector context to flag when a target is gearing up for a process (and drafts the outreach in your voice), watches network activity across LinkedIn, news, and conference follow-ups, and surfaces where active processes stand, including what's at risk since you last

shared product terms: pipeline, miss, context, when; shared product theme: context and memory; shared affiliation: Y Combinator

AmberBox is the most advanced indoor gunshot detection and response system used in the US today. AmberBox automates emergency processes to significantly reduce response time and remove human error. AmberBox detectors utilise a patented gunshot detection algorithm to respond immediately following a firearm discharge. With tri-factor authentication (percussion, audio and infrared), detectors are able to instantly determine a firearm signature with a near-zero false alarm rate. Upon activation, det

shared product terms: system, reduce, time, human; shared product theme: context and memory; shared affiliation: Y Combinator