Machine.Machine designs, deploys, and operates AI workers that handle inboxes, documents, research, calls, reporting, and follow-ups inside your existing business.
You hired specialists for their judgment. They spend most of it on documentation.
Every expert carries institutional knowledge in their head. This turns out to be a terrible place to store it.
You could take on more. You can't — not without burning out the people you have. Hiring more solves this for about six months.
Not another tool you explain from scratch every Monday.
Operating machines for workflows your team repeats every week.
Triage + draft + follow-up
Reads incoming requests, extracts decisions, drafts replies, chases missing details, and keeps the record updated.
Read + compare + produce
Turns contracts, reports, PDFs, and messy notes into structured summaries, checks, packs, and client-ready drafts.
Pipeline + outreach + media
Creates target lists, writes outreach, follows up, prepares calls, and generates variants for campaigns.
Standards + approvals + audit
Keeps your terminology, decisions, examples, and approvals available to every worker without locking you into one model.
OpenAI gives you powerful tools. Machine.Machine turns them into a working system inside your company.
We map the actual handoffs, approvals, exceptions, and edge cases your team already lives with.
Hosted by us, connected to your tools, or self-hosted when data and control matter.
Memory, logs, decisions, and approvals stay attached to the work instead of disappearing into chat history.
Measured on real work — not marketing demos.
A structured multi-agent review found more issues and produced better output on contract review. BenchmarkSuite v2 · Blinded evaluation · Real API cost: $1.94 · View full results →
Focused wedges we can install, operate, and improve with you.
Supplier documents, project status, acceptance notes, compliance packs, payment evidence, and contractor communication.
Job briefs, candidate sourcing, outreach, follow-up, screening notes, and short-form recruiting ad variants.
Inbox triage, PDF reading, report drafting, internal summaries, CRM updates, and recurring admin workflows.
A supervised workflow machine around the tools, databases, chats, and approvals your company already uses.
After 50 cases it knows your standards.
After 200 it knows your field.
Every project, every feedback, every correction compounds. Not theoretically — measurably. That's the difference between a tool that forgets and a team that grows.
No lock-in. No leap of faith. You decide.
Runs on your servers. Your data stays in your network.
Nothing goes out without your approval. Every output is yours to review.
You see every decision the system makes. Intervene whenever you want.
Real agents. Real operators. Real work — 24 hours a day.
Tell us the workflow your team hates repeating. We'll map the AI workers, approvals, data flow, and first deployable version.