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AI Vendor Selection: Evaluation Criteria and Process

Choose the right AI vendors and platforms. Evaluation frameworks and due diligence checklist.

Rottawhite Team9 min readDecember 12, 2024
Vendor SelectionAI PlatformsEvaluation

Choosing AI Vendors

Selecting the right AI vendors and platforms is critical for implementation success.

Evaluation Criteria

Technical Capabilities

  • Feature completeness
  • Performance benchmarks
  • Scalability
  • Integration options
  • Security features
  • Vendor Viability

  • Financial stability
  • Market position
  • Product roadmap
  • Customer references
  • Total Cost

  • Licensing fees
  • Implementation costs
  • Operational costs
  • Hidden costs
  • Support and Services

  • Documentation quality
  • Training availability
  • Support responsiveness
  • Professional services
  • Selection Process

    1. Requirements Definition

  • Business requirements
  • Technical requirements
  • Constraints and preferences
  • 2. Market Research

  • Analyst reports
  • Peer recommendations
  • Industry events
  • 3. Shortlist Creation

  • Initial screening
  • RFI process
  • Narrow to 3-5 vendors
  • 4. Detailed Evaluation

  • Demos and trials
  • Technical deep dives
  • Reference checks
  • Proof of concept
  • 5. Negotiation and Decision

  • Commercial terms
  • SLAs
  • Contract review
  • Final selection
  • Key Questions

  • How does the solution handle our specific use case?
  • What is the implementation timeline?
  • How will the solution scale?
  • What are the integration requirements?
  • What ongoing support is provided?
  • Red Flags

  • Overselling capabilities
  • Lack of references
  • Poor documentation
  • Unclear pricing
  • No product roadmap
  • Conclusion

    Thorough vendor evaluation reduces risk and increases the likelihood of AI implementation success.

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