How Mayura Works
Mayura watches the sources you already follow and brings you what changed, without anyone having to ask. This page is the walkthrough: what it reads, what it runs on, and what it does with what it finds.
Weighing this against a cloud setup? Read how cloud AI and edge-first AI compare on cost, sovereignty, and control.
Collaboration Layer
Specialists that coordinate
Work Layer
Models that do the work
Knowledge Layer
One memory underneath both
Three Pillars of Mayura
Continuous Intelligence
Work runs on its own and moves between specialists, so what matters reaches you without anyone having to ask. The path from a source to an answer can be reconstructed step by step.
Data Sovereignty
It reads the outside world, your files stay on your machine, and anything that goes out, you send. Cut the connection and the work pointed at local models keeps running.
Flat Economics
One machine, one fixed annual license, and no per-token, per-call, or per-document fees. Run it through the night and the bill is the same as running it once.
What This Looks Like in Practice
Day 1
A new install runs against your own sources on day one, not after a data project.
24/7
Runs through the night on the machine in your office, so the morning read is already done.
Flat
One machine, one fixed annual license. Running it harder does not cost more.
Bring Us Your Hardest Workflows
We ship production AI on your hardware, on your terms. Start with a complimentary Opportunity Audit.
Opportunity Audit
A 90-minute working session and a memo with candidate AI workflows ranked by ROI. Complimentary for teams with the budget to act on what it finds.
AI Sprint
One production-ready AI workflow shipped in ~4 weeks. Fixed fee.
Residency
Our flagship. A senior Fractional AI Engineer embedded with your team, 6 to 12 months, renewable.