From the lab · Building
Flammai: AI systems that do work.
Flammai is Cogniflamme Labs’ active AI systems initiative, focused on moving beyond isolated chat interfaces toward useful, observable, and controlled automation.
The thesis
Useful AI must connect reasoning to real context, tools, and workflows while remaining measurable and governable. Flammai is where we explore the architecture required to make that possible in production.
Current areas of development
- Agentic workflow orchestration
- Controlled tool execution
- Knowledge retrieval and context systems
- Evaluation and reliability
- Human review and operational controls
- Private and local model integration
- Workflow observability
- Reusable AI application patterns
From lab work to client systems
The experiments and engineering patterns developed through Flammai directly inform Cogniflamme’s AI & Automation capability. Client constraints, in turn, keep the R&D grounded in production reality.
Visit flammai.comHave a system to build or improve?
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