A smaller next step.
Eleven practical tools to decide, evaluate and commission with clearer evidence. Explore every example without sharing personal details.
Cost per accepted task
Compare API, specialist and hybrid operating costs, quality gates and payback.
Find your next experiment
Separate the cheapest intervention from who should own the work.
Check data readiness
Inspect rights, labels, coverage and holdout readiness without transferring data.
Write a bounded pilot
Turn one task into a buyer-controlled comparator, gates and stop conditions.
Inspect split metadata
Find exact IDs, text duplicates, crossing groups and missing segments locally.
Compare proposal obligations
Expose missing scope, recurring fees and exit responsibilities.
Review exit exposure
Find clause references and unanswered portability questions. A lexical review only.
Plan operating ownership
Assign routine work, reassessment triggers and an exportable calendar.
Score comparable evidence
Compare weighted evidence and hard gates. Missing evidence stays unknown.