Machine.Machine gives your organisation autonomous agents with memory, coordination, and voice —
deployed in 45 seconds, running 24/7, learning as they work.
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.
Four layers. No magic.
Substrate
The infrastructure your AI agents run on. Secure. Scalable. On your servers if you want.
Memory
Everything your AI organisation learns stays stored. Your standards. Your language. Your decisions.
Skills
Concrete tasks your agents master: writing reports, research, inbox.
Learning
After every project, your AI team gets better. Without you touching anything.
Measured on real projects — not marketing demos.
BenchmarkSuite v2 · Blinded evaluation · Real API cost: $1.94 · Reproducible · <a href='/benchmark' style='color:inherit'>View full results →</a>
Four domains where it creates capacity from day one.
Species assessments, impact studies, compliance reports. AI drafts the structure, your ecologists judge the edge cases.
Case research, filing prep, regulatory cross-checks. AI handles the lookup, your lawyers handle the argument.
Patient documentation, protocol adherence, reporting. AI captures and structures, your clinicians decide and care.
Report generation, data synthesis, audit prep. AI assembles the picture, your analysts interpret it.
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 what you do. We'll show you specifically what changes — not a generic demo.