Enterprise AI Vendor Evaluation Scorecard

Compare AI Vendors with Confidence

A reusable, enterprise-grade framework to evaluate technical performance, compliance, risk, and business fit—so you can select the right AI partner faster.

Why Enterprises Need This

  • 🛡️Reduce Risk

    Verify security, data residency, and regulatory alignment.

  • ⚡Accelerate Decisions

    Standardized scoring enables fast, defensible comparisons.

  • 🤝Align Stakeholders

    Procurement, IT, legal, and compliance in one transparent view.

  • ♻️Future-Proof

    Reuse for every AI procurement and refresh criteria annually.

Scorecard In Practice

Assessment Pillars
Sample assessment pillars for AI vendor evaluation
Assessment pillars include integration, scalability, pricing flexibility, technical quality, compliance, risk, and business fit—customized to your organization's needs.

Assessment pillars are customized to your organization’s strategy, risk posture, and operating context.

Vendor Comparison
AI vendor evaluation scorecard heatmap: OpenAI, Anthropic, Cohere compared
OpenAI excels in technical performance; Anthropic leads on ethics & safety; Cohere stands out for compliance & deployment flexibility.

With our scorecard, you get an objective view—beyond vendor hype.

The Scorecard is the tool.
The Navigator is the guided process that makes it enterprise-ready.

🔍
Discovery Workshops
Define priorities
⚖️
Assessment Pillars
What matters most
🧪
Live Pilots
Test on real vendors
🔗
Workflow Integration
Embed in procurement

Frequently Asked Questions

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