Enterprise AI Automation Platform: How to Choose One
Evaluate agent platforms using governance, identity, integrations, evidence, reliability, security, portability, and operating cost.
Evaluation Areas
Assess identity and tenant boundaries, tool scopes, approvals, audit evidence, model options, connector contracts, evaluation, incident handling, export, deletion, deployment, and total operating cost.
Verify Claims
Ask for current source or runtime evidence. Registry counts do not prove tenant connectivity, security controls do not prove certification, and demo outcomes do not prove production performance.
Run a Representative Pilot
Use your own data classes and exceptions, restrict write access, define success and stop criteria, test outages, and include reviewers and security owners in the decision.
Frequently asked questions
Is the largest connector catalog automatically best?
No. Depth, scopes, credential custody, provider support, observability, and the integrations you actually need matter more than a headline count.
How should pricing be compared?
Include platform fees, models, infrastructure, provider APIs, integration work, review time, support, and change management.
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