Errors compound
One wrong step early in a long job spoils every step that builds on it.
Moji is control infrastructure for scaling autonomous agents in production.
“Pull my backlog tickets, fix each one with Claude or Codex, run the tests, have two agents review it, then open a pull request.”
Moji reads your request, works out the steps and the checks, and maps them as a swarm of agents you can run reliably, continuously.
Moji can power agentic security swarms that continuously attack your own systems for vulnerabilities, without downtime or agents acting beyond their scope.
Moji gives your company one enterprise harness for every agent your teams run. Each swarm keeps its own steps, checks and budget, and you see all of them in one view.
An agent’s error can compound through later steps, burn hours of compute and token spend, and reach your customers before anyone reviews it.
One wrong step early in a long job spoils every step that builds on it.
In a 2026 survey, 79% of large enterprises said their AI costs overran in the past year.
Evaluation, monitoring and budget tools each cover one part of the job. Teams try to do bits and pieces of this manually.
DoiT International and Sapio Research surveyed 500 finance leaders at US and UK organisations with over 1,000 employees in February 2026.
Tell Moji the work in a sentence, and Moji maps the swarm for you.
Moji shows every job as a light on a live map, and you can open any light to see what its agent is doing.
Moji prices each job before it runs and pauses new work once your budget is spent. Moji also records who did what.
Moji tracks each job as one piece of work that carries its state from step to step. The technical page shows how Moji prices, checks and recovers each step, with a sample swarm file and record.
Read how Moji works- id: implement from: [backlog] to: implemented lanes: - {agent: claude, weight: 50} - {agent: codex, weight: 50} retry: {max_attempts: 2} - id: review from: [tested] to: reviewed parallel: branches: [claude, codex] merge: claude gate: when: "score >= 70" on_reject: back to implemented
MedianSlow end
Moji runs inside your own security boundary, so your SOC 2 and vendor reviews stay simple.
Moji runs on your own machine or private network, inside your security boundary.
Your agents work under their own Claude or Codex logins, and you enter no model key in Moji.
Moji gives agents no GitHub or cloud credentials, and Moji keeps an append-only log of who accessed what.