AI evaluation and release readiness: Business case assumptions and research pack

An AI release evidence register: tiered standard, case counts, thresholds, grader agreement, automatic scoring, regression detection, cost, thresholds.

Asset IDSTX-A0263

CategoryIntelligence and Research Methods

TierRead and Download

Prepared byStratenity Advisory Team

Executive summary

A method for testing how much evidence each AI release needs, before making the standard mandatory.

What is inside

What the research pack covers

The asset walks a research lead through harvesting assumptions, grading them, ranking materiality, tier design, scoring tests, seeded regressions, cost and time, and freezing the standard. It ends with an assumption register, a source log, and research questions.

Turning a baseline into a governed release standard
Designing evidence tiers by severity
Testing automatic scoring against human grading

Create a free account to view the full page

View more Sign in

Stratenity Advisory Team. (2026). AI evaluation and release readiness: Business case assumptions and research pack. Stratenity Library. https://www.stratenity.com/resources/library/intelligence-research/ai-evaluation-and-release-readiness-business-case-assumptions-and-research-pack

Stratenity Advisory Team. "AI evaluation and release readiness: Business case assumptions and research pack." Stratenity Library, 2026, www.stratenity.com/resources/library/intelligence-research/ai-evaluation-and-release-readiness-business-case-assumptions-and-research-pack.

Stratenity Advisory Team. "AI evaluation and release readiness: Business case assumptions and research pack." Stratenity Library, 2026. https://www.stratenity.com/resources/library/intelligence-research/ai-evaluation-and-release-readiness-business-case-assumptions-and-research-pack.

Stratenity Advisory Team (2026) AI evaluation and release readiness: Business case assumptions and research pack. Stratenity Library. Available at: https://www.stratenity.com/resources/library/intelligence-research/ai-evaluation-and-release-readiness-business-case-assumptions-and-research-pack (Accessed: the date of access).

@misc{stratenity_stxa0263, author = {{Stratenity Advisory Team}}, title = {AI evaluation and release readiness: Business case assumptions and research pack}, year = {2026}, publisher = {Stratenity Library}, howpublished = {\url{https://www.stratenity.com/resources/library/intelligence-research/ai-evaluation-and-release-readiness-business-case-assumptions-and-research-pack}}, note = {Asset ID STX-A0263} }

This is a taste. The full library goes deeper.

1,730+ advisory-grade frameworks, playbooks, diagnostics and board-ready outputs, each with worked client examples. Full access with a Library subscription.

Get full access ›

Stratenity is the AI Operating System for Strategic Execution^™.

We replace static strategy decks with living execution systems, where enterprise AI performs strategy-grade execution safely, human experts govern judgment, and institutional memory compounds across every engagement.

AI evaluation and release readiness: Business case assumptions and research pack

What the research pack covers

This is a taste. The full library goes deeper.

Stratenity is the AI Operating System for Strategic Execution™.

Stratenity is the AI Operating System for Strategic Execution^™.