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PH1 core capbility
YEARS EXPERIENCE
3 to 5 years
TYPICAL CLIENT
VP Product
NECESSARY TIMELINE
4 to 6 months
BUDGET NECESSARY
Up to $100,000
Our POV
If AI performance cannot be benchmarked, improvement cannot be proven. Evaluation must connect system behavior to user outcomes and business impact, not just technical metrics.
What We Do
We design evaluation frameworks that make AI performance visible, comparable, and trackable over time, enabling informed decisions about scaling, iteration, or correction.
What We Deliver
AI quality criteria tied to outcomes and context
Benchmarks for consistency and performance over time
Methods for comparing AI to alternative approaches
Repeatable evaluation framework for ongoing decisions
When This is Essential
Teams disagree on whether AI performance is improving
Baselines are missing or unreliable
Leadership needs evidence to justify further investment
AI behavior changes across users, scenarios, or time
Combine With These Services
Improve AI product quality, trust & adoption to ensure evaluation insights drive experience improvements
Service blueprinting for AI-enabled services to connect performance metrics to real operations
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Submissions