AI Vendor Evaluation Lab

Our lab provides structured evaluation frameworks that cut through vendor marketing to assess what truly matters: proven capabilities, security standards, integration requirements, pricing transparency, and long-term viability. You will leave with vendor comparison templates and due diligence checklists that help you make objective, evidence-based procurement decisions every time.

Yes, vendor lock-in prevention and contract negotiation are core components. You will learn strategies for structuring contracts that protect your data, ensure portability, and include performance guarantees. We also cover RFP frameworks and pricing model analysis so you can negotiate from a position of knowledge and avoid the costly mistakes that many organisations make with their first AI vendor.

Vendor lock-in is one of the most expensive mistakes organisations make when adopting AI, and it is a core focus of this lab. We teach you how to evaluate contract terms, data portability clauses, and integration architectures that protect your flexibility. You leave with negotiation strategies, RFP templates, and technical due diligence checklists specifically designed to ensure you maintain control over your data and can switch providers if a vendor relationship no longer serves your needs.

Your team leaves with a complete procurement toolkit that includes a weighted vendor scoring matrix customisable for different AI use cases, a technical due diligence questionnaire covering security architecture, data residency, integration capabilities, and scalability, a reference check interview guide with specific questions to ask vendor customers, a total cost of ownership calculator that accounts for licensing, implementation, training, and ongoing maintenance fees, and a contract review checklist highlighting the clauses that matter most in AI vendor agreements. We also include sample RFP language that has been refined through dozens of successful AI procurement processes across Southeast Asia. These materials dramatically reduce the time and expertise required to run a rigorous evaluation, even if your team has never procured AI solutions before.