Architecture
AI that scales needs governable architecture.
KHEP helps choose between SaaS, API, open model, controlled architecture or hybrid architecture according to the case.
Why it matters
Without architecture, AI becomes unpredictable cost, operational risk and vendor dependence.
The right architecture protects cost, data, performance, governance and adoption.
Governance 路 Cost 路 Observability
Context and data
Orchestration, RAG and agents
Models and deployment
Mistral as a technical reference
Use case
- SaaS
- Proprietary API
- Open model
- Controlled architecture
- Hybrid architecture
- Value
- Risk
- Cost
- Latency
- Privacy
- Volume
- Integrations
- Governance
Mistral
A technical reference aligned with open and governable enterprise AI.
KHEP seeks to turn this type of infrastructure into real business cases in the Brazilian context.

Need to discuss architecture before implementing?
KHEP helps choose the technical path based on the case, risk and business objective.
Talk about architecture