HOW IT WORKS
THAMANI doesn't answer from a single model call — it coordinates specialised agents, each responsible for one part of turning a question into trustworthy intelligence.
Field data collection, one conversation at a time.
A scout describes a player in natural conversation — over WhatsApp or the web — one detail at a time rather than a long form, because that's how scouting actually happens on an unstable connection. THAMANI never blocks on a missing field: a draft with just a name is saved and built on across the conversation, in whichever language the scout writes in.
Two independent people, enforced at the database level.
Every submitted profile needs two separate people to approve it before it counts as verified — and this isn't a policy THAMANI could be talked out of. It's enforced by the database itself: the same person who submitted a profile cannot verify it, and a single rejection ends the round. No exception exists for anyone, including THAMANI's own team.
A deterministic, versioned formula — not a guess.
THAMANI never states a player's value from its own judgment. It always calls the same deterministic function — weighing age, league tier, current-season statistics, and trend — and returns a range with a confidence score, not a single invented number. Every valuation is versioned, so the exact method behind any number is always traceable.
Full verification trail today; exportable dossiers coming.
Ask THAMANI who verified a profile and it will show every round, every decision, and when it happened — the same transparency argument that sets this platform apart. Exportable PDF dossiers for offline sharing are planned but not live yet; THAMANI will say so directly if you ask for one before then.
Every stage above is a real, working part of the product today — not a roadmap slide. Due Diligence is the one still partial, and THAMANI is upfront about that if you ask for something it can't do yet.