AI you can govern.
Document retrieval, agents and orchestration, within an architecture whose choices and dependencies remain explicit.
Offer architecture · Scope to be definedA useful scope. An explicit architecture.
- Document retrieval and RAG
- Agents, tools and orchestration
- Evaluation, auditability and governance
Work begins with an analysis of available data, responsibilities, regulatory constraints and acceptance criteria. These capabilities do not constitute a reference to an already deployed implementation.
Sovereignty is built layer by layer.
Local hosting is an infrastructure choice. Control also requires governed access, understood dependencies and traceable decisions.
Data & jurisdiction
Where does data reside? Which rules apply, including to backups and subprocessors?
Access & accountability
Who can view, act or approve? Proportionate permissions and explicitly defined roles.
Models & dependencies
Which provider dependencies exist? Documented limits and substitution options.
Portability & evolution
How can you export data, change models and continue without unwanted dependency?
Audit & supervision
How can an answer or action be traced? Evaluate, record and enable human intervention.
Governance & transfer
Who makes decisions over time? Equipped teams, documentation and shared responsibilities.
Design principles. Guarantees will be established and verified for each architecture.
Discover our approachScope. Build. Verify. Transfer.
A structured progression adapted to context. Commitments are defined with your teams; no deployment timeline is presumed.
Scope
Use cases, data, risks and acceptance criteria. Define what must remain under control.
Build
An explicit architecture and an initial scope your teams can evaluate.
Verify
Test relevance, access, limitations and operating conditions.
Transfer
Document, train and prepare for supervision and system evolution.
Clear answers. Precise commitments.
Does KEMITYA offer already deployed solutions?
The three domains are offer architectures. No client or government deployment is claimed here. Commitments are defined within a documented scope.
What does “sovereign” mean in this approach?
Sovereignty means the ability to control data, jurisdiction, access, dependencies, portability and governance. These principles only become guarantees once the chosen architecture has been verified.
What is the relationship with STIPway?
The founding brief describes expertise cultivated through STIPway. KEMITYA has an independent identity. The exact legal and commercial relationship remains subject to founder validation.
Is the Mauritania prototype an official service?
No. It is an experimental exploration requiring an audit, illustrated here by a local simulation using only fictional data. No contract or approval is claimed.
Your context. Our starting point.
Describe the use case, the constraints and the teams involved. A useful conversation begins with a clear scope.