AI model routing economics: Business case assumptions and research pack

A model routing assumption register: offline evaluation, shadow routing, task success, severe errors, cost per accepted output, latency, kill thresholds.

Asset IDSTX-A0233

CategoryIntelligence and Research Methods

TierRead and Download

Prepared byStratenity Advisory Team

Executive summary

A method for testing what each routing policy would do to quality, cost, and speed, before routing any live traffic.

What is inside

What the research pack covers

The asset walks a research lead through harvesting assumptions, grading them, ranking materiality, evaluation sets, offline tests, shadow routing, cost and latency measures, and freezing the policy. It ends with an assumption register, a source log, and research questions.

Turning a baseline into governed routing assumptions
Building evaluation sets for every workload
Testing four routing policies offline

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

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

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

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

@misc{stratenity_stxa0233, author = {{Stratenity Advisory Team}}, title = {AI model routing economics: Business case assumptions and research pack}, year = {2026}, publisher = {Stratenity Library}, howpublished = {\url{https://www.stratenity.com/resources/library/intelligence-research/ai-model-routing-economics-business-case-assumptions-and-research-pack}}, note = {Asset ID STX-A0233} }

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AI model routing economics: 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^™.