Uber for AI trainers and human-in-the-loop supervisors
Infra to build your own software factory
Fixpoint is Uber for human data annotation. We’re building the network of experts and the platform to automate sourcing, vetting, and deploying them on AI training projects. It used to be a manual process to staff people on AI training data or eval projects - but Fixpoint leverages AI to staff people and create data better, cheaper, and faster. This includes a network of pre-vetted experts, AI-automated vetting, and annotator management + payroll.
Amika is infra to build your software factory. We give your team sandboxed AI coding agents in the cloud: the same infrastructure Ramp, Coinbase, and Stripe built in-house. Kick off work from a web UI, CLI, Slack, or API. Use your preferred coding agent (Claude Code, Codex, etc.). Each agent understands your codebase, runs autonomously, and ships real PRs with live previews of the apps it changed. Use it as your daily driver or plug it into your own code-gen pipeline via API.
This is a full pivot: Amika/Fixpoint changed from a human data annotation talent marketplace for AI (matching and managing human annotators) to an autonomous AI-powered coding agent infra platform. The product, target user, and problem are entirely different.