Less noise
We review ambiguous instructions and inconsistent behaviour.
Cognitive architecture
We design how
your AI should work.
We define roles, memory, resources, protocols, tools, coordination and oversight so your system can work with greater clarity and consistency.
◎ Tailored to your context⚙ Practical approach▥ Explicit evaluation
FUNCTIONAL DESIGN
Conceptual diagramCognitive Architecture
How your AI's work is organised
MCCCoordination
RMCReview and monitoring
Explore components and objectives. Their relationship is designed and then evaluated; improvement is not guaranteed.
FirstEvaluate
AfterIntervene
FinallyVerify
Design objectives. Improvements are verified through evaluation.
What we improve
Clear roles
We define what each system component should do.
Better use of knowledge
We organise sources and retrieval criteria.
Error control
We design validation, limits and escalation to people.
Before / after · conceptual comparison
Scattered information and ambiguous roles
- Duplicate or conflicting documents
- Sources without a clear hierarchy or version
- Poorly defined tool use
- Unclear limits and oversight
A structure designed for the role
- Selected and organised sources
- Explicit roles and procedures
- Coordinated tools
- Evaluation and escalation criteria
Conceptual comparison. Structuring the architecture does not guarantee improvement: results must be evaluated.
What we deliver
Architecture map
Technical diagrams
Functional role contracts
Protocols and specifications
Implementation priorities
Evaluation criteria
From data to decisions