One engine. Four surfaces.
The same counterparts and the same evidence-based judge serve people and AI agents. Pick the surface that fits your problem; everything rolls up to one organisation view.
Sparring Practice
120 realistic scenarios, counterparts with an agenda, evidence-based debriefs, team dashboards.
Explore Practice
Sparring Arena
20 red-team scenarios, three agent adapters, quoted breaches, pass/fail gates for CI.
Explore Arena
Sparring Studio
Turn your policies, SOPs and call notes into private scenarios that follow every Sparring rule.
Explore Studio
Sparring Platform
Dashboards, SSO and roles, API, data residency, retention, audit log.
Explore Platform
Shared foundations
Underneath every surface.
Counterpart engine
Stance, hidden motive, reveal conditions, pressure tactics, temperature that moves only when earned.
Evidence-based judge
Outcome and performance rated separately; every claim quotes the transcript; a verifier deletes what it can't find.
Competency model
34 skills on CASEL's five domains, extended for the workplace: negotiation, managing up, cross-cultural.
Model gateway
Pluggable channels — standard, GCP-resident, self-hosted — chosen per tenant. Priced per session, never per token.
See it with your own scenarios.
Pilots start with your real policies, your real objections, your real customers — not generic demos.