The Madiro Labs Implementer Platform
From requirement to deployed system, guided by AI.
It reuses the implementation knowledge you already have, captures what every project teaches, and completes the work itself, from configuration management to deployment. Working from the Jira and GitHub Issues you already track, it puts years of collective implementation experience inside your favorite AI client.
The platform end to end, from access through the continuous learning loop.
Already in use at
Why it matters
Keep your knowledge. Keep your independence.
In 2025, international setbacks cost many programs their implementing partners, their experts, and years of hard won knowledge. The platform turns that experience into a living memory, personal, organizational, and governmental, so it is never lost again.
Your requirements and your code stay in your own systems, which keeps you sovereign over your stack. A person always gives the final sign off before anything deploys.
Grounded in open source and open standards, the knowledge and configurations you build can be shared back with the community, so the whole ecosystem grows stronger, not just your own stack.
What it does
Reuse what you know, capture what you learn, and get it done.
More than a knowledge base, and more than an assistant. It puts your implementation knowledge to work, grows it with every project, and completes the work itself.
Reuse what you know
It brings your existing organizational, medical, and system knowledge, working from the tasks you already track in Jira and GitHub Issues. No implementation starts from a blank page.
Capture what you learn
Every project adds to a living memory. New decisions, configurations, and lessons are recorded and ready to reuse, so your team and new joiners build on each other instead of starting over.
Complete the work
It does the implementation itself, from configuration management to validation and deployment. Run it automatically, on a schedule, or on demand, reviewed by an LLM judge and confirmed by a person before anything ships.
Two ways in
Work the way you already work.
Madiro Implementer Web UI
A guided workspace in the browser for planning, reviewing, and tracking implementation work from one place.
Madiro Implementer MCP
For Desktop App and IDE. Bring the platform into the tools your engineers already live in, no context switching.
Connected to your stack
It plugs into the tools you already run.
It works with the systems you already run, and the forms, mappings, and configurations it produces can go back to the community. Onboard a new system or a new medical program whenever your work expands.