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CognicellAI
Agent production services / assessment

Agent Production
Readiness Assessment

Review the architecture and risks of an AI workflow before deciding it is ready for production.

Where we can help

Your team has a prototype or an implementation underway and needs to understand what remains before launch.

What the review covers

01

Identity & access

Who can call the agent, which tools it can access, and which actions require approval.

02

Reliability & state

How the workflow handles failures and retries, saves progress, and resumes interrupted work.

03

Evidence & cost

Whether the team can inspect runs, evaluate behavior, and track the cost of usage.

What the review produces

01

Risk register

Findings ranked by their consequences, with supporting evidence and a person responsible for each follow-up.

02

Prioritized implementation plan

An implementation plan that explains the order of work, dependencies, and tradeoffs.

03

Executive & technical readout

A summary for the project sponsor and a working session with the technical team.

Example work product

Example assessment finding
DecisionRestrict production tool access before launch
EvidenceTool scopes, approval policy, execution logs
AcceptanceUnapproved writes blocked; approval decisions recorded
OwnerCustomer technical lead

The review uses your workflow, architecture, and system dependencies. Implementation and ongoing operation are separate pieces of work.

Common questions

How is this different from the website guide?

The website guide suggests an area to explore. This service reviews your actual system and produces findings and an implementation plan.

Do we need KennelAMS?

No. The assessment is designed around your environment and does not require adopting a CognicellAI product.

Questions about this work?

Contact us about your system, project, or technical requirements.

Contact us