Companies

Fixpoint

fixpoint.co

Fixpoint helps AI data companies source, vet, and manage expert annotators for training-data projects.

HQSan Francisco, California, United States
Employees1-50
Specialization
Not classified
Business
Professional Servicesand 1 more business values
  • Software Applications
Market
Software Development
Ecosystem
Not classified
Customers
Enterprises
More details
Organization type
Commercial Company
Ecosystem
Not classified
Business
Professional Services, Software Applications
Specialization
Not classified
Market
Software Development
Customers
Enterprises
Delivery models
Professional Services, API
Revenue models
Usage Based
Listing status
Not classified
Latest equity round
Not classified
Reported funding amount
Not classified

About

Fixpoint builds human-data operations infrastructure for AI data companies, combining white-glove expert staffing with sourcing and credential-verification APIs. Its differentiation is rapid global staffing, automated evidence-based vetting, and fraud detection designed to help AI companies assemble qualified annotator teams quickly.

Market

Fixpoint competes in the infrastructure and cloud-sandbox market for AI coding agents and automated software workflows, positioning Amika as an operating system or control plane rather than as a standalone coding assistant. It differentiates through an open-source CLI/API, disposable or remote micro-VM execution, production-like devboxes, SSH/VPN access to real services and seeded data, and support for software and knowledge-work factories.

Target Customers

Fixpoint primarily targets software companies and AI teams whose developers or platform engineers need to run coding agents and software workflows in isolated, production-like cloud environments. Its buyer/user profile is engineering and infrastructure leadership, developers, and teams building automated software or knowledge-work factories.

At a Glance

Problem

Fixpoint is addressing the infrastructure gap created as AI agents become a larger share of computer-based knowledge work. Its thesis is that smarter, cheaper AI will increase the volume of knowledge work, producing more agents than humans operating computers. Existing agent frameworks are not enough: agents need an operating system with real filesystems, shells, networks, suitable compute, and controls that limit the damage caused by mistakes.

The clearest initial use case is running coding agents safely and repeatedly. A software team may want many agents to modify, test, and verify code in parallel, but giving autonomous agents access to shared development environments creates security, reliability, and operational risks. Disposable, isolated cloud computers make it possible to run these workflows without allowing one agent's error to contaminate the broader system.

Product / Service

Fixpoint is building an operating system for AI agents, with Amika as the visible product direction. Amika is described as an open-source CLI and HTTP API for running AI coding agents in sandboxes, giving each agent a cloud computer and a development environment rather than exposing it only to narrow tool calls. The intended workflow is a software factory in which agents write and verify code through automated or human-in-the-loop processes.

The platform's design emphasizes disposable micro-VMs, heterogeneous compute, network controls, and human takeover. Agents can work in isolated environments, produce versioned changes comparable to Git commits, and have their work reviewed before actions are approved. The benefit is a more scalable and controllable way to deploy coding agents while bounding blast radius and supporting parallel experimentation.

Market

Fixpoint competes in the emerging AI-agent infrastructure and agent-operating-system market, especially the segment for cloud execution, sandboxing, and orchestration of coding agents. The evidence does not identify named direct commercial competitors; the closest visible adjacent reference is the open-source AIOS project, while Amika's positioning overlaps more broadly with infrastructure providers and software factories for AI coding agents.

The company appears to be early-stage and still building toward commercialization rather than operating as an established revenue business. Its public footprint includes an open-source GitHub organization with 15 repositories, an Amika launch dated June 24, 2026, and a reported $500,000 seed round in one round. No customer, revenue, or usage metrics were found in the gathered evidence. The domain also retains documentation for an earlier expert-staffing and data-operations product, suggesting a transition in positioning from that business toward AI-agent infrastructure.

Founders & Leadership

Dylan MikusFounder
Co-Founder & CEO
Jakub CichonFounder
Co-Founder & CTO

Funding History

2025-09
Seed (Crunchbase labels it Pre-Seed)$500K

Y Combinator

Recent News

2025-10-23partnership
Launch YC: Fixpoint - Uber for AI trainers and human-in-the-loop supervisors

Fixpoint announced products for AI training-data companies, including a Worker Vetting API and white-glove expert staffing. The company said it was partnered with data companies to staff teams for top AI labs.

2025-10-06product_launch
Amika: Infra to build your own software factory

Fixpoint’s YC company page announced Amika, an operating system for AI agents to write and verify code, with sandboxed cloud coding agents and automated or human-in-the-loop workflows. The founders said they had pivoted their YC company to build Amika.

2025-09-29funding
Fixpoint raises $500,000 seed round from Y Combinator

Tracxn lists Fixpoint’s latest funding round as a $500,000 seed round dated September 29, 2025, with Y Combinator named as the investor.

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Business Model

Fixpoint monetizes two offerings: white-glove staffing services that source, vet, onboard, and manage expert annotator teams, and a usage-based Vetting API. The API is advertised at prices starting at $3 per verification; exact pricing for staffing engagements is not disclosed.

Products

Amika open-source CLI and HTTP API for running AI coding agents in sandboxesAmika Cloud: remote micro-VMs and cloud devboxes that mirror production, with SSH/VPN accessFixpoint Expert Staffing and Vetting API for AI data companies, documented as an earlier or parallel product line

Tech Stack

AI coding-agent CLIs, including Claude Code integrationOpen-source CLI and HTTP APIRemote cloud micro-VMs and disposable sandboxesCloud development environments with SSH/VPN accessGit-based sandbox provisioning and production-like seeded services

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