Tecnotitan / AI procurement
How to evaluate AI vendors for companies: checklist before you buy
A guide to buying AI with business judgment and avoiding vague promises, hidden costs or hard-to-operate solutions.
Software, AI and technology transformation team.
Reviewed by: Product leadership and AI consulting.
Guides created by Tecnotitan with practical experience, human review and a business implementation lens.
Do not buy a demo, buy a capability
Many AI solutions look good in a sales call but fail with real data, real users and real processes. Vendor evaluation must cover implementation, support, security and continuous improvement, not just UI.
The practical way to apply this is to choose one process, define the baseline, assign ownership and review results weekly.
Security questions
To apply this topic responsibly, document the current workflow, identify risks, define owners and test with a small pilot before scaling. The goal is to reduce ambiguity, improve quality and create a more measurable operation.
The practical way to apply this is to choose one process, define the baseline, assign ownership and review results weekly.
Data and integration
To apply this topic responsibly, document the current workflow, identify risks, define owners and test with a small pilot before scaling. The goal is to reduce ambiguity, improve quality and create a more measurable operation.
The practical way to apply this is to choose one process, define the baseline, assign ownership and review results weekly.
Real costs
To apply this topic responsibly, document the current workflow, identify risks, define owners and test with a small pilot before scaling. The goal is to reduce ambiguity, improve quality and create a more measurable operation.
The practical way to apply this is to choose one process, define the baseline, assign ownership and review results weekly.
Metrics and SLA
To apply this topic responsibly, document the current workflow, identify risks, define owners and test with a small pilot before scaling. The goal is to reduce ambiguity, improve quality and create a more measurable operation.
The practical way to apply this is to choose one process, define the baseline, assign ownership and review results weekly.
Checklist
To apply this topic responsibly, document the current workflow, identify risks, define owners and test with a small pilot before scaling. The goal is to reduce ambiguity, improve quality and create a more measurable operation.
The practical way to apply this is to choose one process, define the baseline, assign ownership and review results weekly.
Editorial trust
How we review this guide
Institutional author
Software, AI and technology transformation team.
Human review
Guides created by Tecnotitan with practical experience, human review and a business implementation lens.
Sources and methodology
We use implementation experience, technical documentation and public best practices when relevant.
Updates
Guides are updated when tools, risks, processes or recommendations change.
These guides do not replace specialized legal, financial or technical advice. They help leaders and teams make better decisions before implementing technology.
Turn this guide into an implementation plan
Tecnotitan helps companies design software, AI and automation pilots that can be measured and scaled.