Architecture &
Readiness Assessment
Review an agent workflow, identify production risks, and decide what needs to change before launch.
Architecture review, risk analysis, and a prioritized roadmap.
Readiness assessmentExpertise / infrastructure & operationsEngineering for
Engineering for
production AI.
CognicellAI helps teams assess AI systems, resolve infrastructure decisions, and prepare workflows for production. We also provide managed operations where the responsibilities and support requirements are agreed in advance.
Architecture & technical direction
Architecture and advisory
Architecture &
Infrastructure
Advisory
Senior engineering guidance on AI infrastructure, cloud architecture, reliability, and governance.
Architecture guidance, operating reviews, and technical direction.
Infrastructure advisoryOur role in the operating model
Who is responsible for what
| Area | Focus | Operating responsibility |
|---|---|---|
| Agent Production Services | Assessment, implementation, and hardening | Customer team after handoff |
| Infrastructure advisory | Architecture and technical decisions | Customer team, supported by agreed advice |
| Managed Agent Operations | Monitoring and operation of agreed agent workflows | CognicellAI within agreed coverage |
| KennelAMS | Agent management and publishing software | Customer team using the platform |
Implementation & operations
01
Production hardening
Add the access controls, deployment automation, and recovery checks an agreed workflow needs.
02Managed Agent Operations
Monitor and maintain a production-ready agent under a separate operating agreement.
03Enterprise platform foundations
Establish platform standards around an initial workflow, then expand through agreed phases.
How projects are organized
01
Project ownership
Identify who makes decisions, what access the work requires, and how the result will be accepted.
02
Written scope
Document the work, availability, and handoff. Agree how additional requests will be handled.
03
Your existing environment
Our services do not require KennelAMS. We assess the tools and infrastructure your team already uses.
Contact CognicellAI
Ask about our services, products, or a potential collaboration.