Monads & Abstractions
Production AI for clients, the backend it runs on, the tools engineers use every day, and agentic hardware.
01 — Production AI
Features behind flags, evaluated on real data, with fallbacks when a model is wrong. Built with senior engineers and a gated agent fleet.
Every change is specified, built in isolation, checked by an independent gate, and only then merged. You get the trail, not a black box.
Provider-agnostic: the right model for each step. No lock-in; your team owns everything at the end.
Services
A senior engineer and our agent fleet ship AI features into your product every week.
Startups →Your API as a CLI, agent skills and an MCP server, shipped in one week.
One-week plan →Connect internal systems to any AI agent, with real authentication and per-tool permissions.
Services →Internal copilots, knowledge systems over your documents and code, tool-enabled AI in production.
Read →Independent audits that turn risk into a prioritized roadmap. Engineer to engineer.
Read →From one server to a resilient platform: CI/CD, safe rollbacks, OpenTelemetry, tested backups.
Read →Products
Decision checks inside your coding agents: guardrails, claim checks, memory.
Open sourceThe open-source OpenJevX inference server, for your own AWS account.
Open sourcePostgres backups you own: create a database and it is backed up to your S3.
Open sourcePostgres to ClickHouse, self-managed.
Open sourceAI-powered resume and job-application platform.
Hosted02 — Atoms · agentic hardware
Small devices that give software and AI agents a body in the real world. One job each, done well.
A small box with your own SIM. Your software or an AI agent makes and answers real calls and texts, at a flat cost instead of per minute.
Real calls and SMS on a SIM today. Early access for the first batch.
Robotics · in simulation
Our own robot software, early. Today it runs in simulation on one machine: a simulator with a live viewer, the robot runtime, and a safety layer that checks every command and passes its full test suite. No physical robot is built yet; that comes next.