Developers · AI

AI in every response, on every endpoint.

The platform does not just move data. It understands it. Every score is logged, explainable, and reviewable.

AI-native infrastructure

The platform thinks.

Every connection is powered by an intelligence layer that normalises, scores, and learns — invisibly, continuously, on every transaction.

Normalises

Every HMO plan mapped to the Universal Health Schema automatically. No manual field mapping.

normalisation_confidence: 97

Scores

Every enrollment and claim assessed for fraud, identity confidence, and completeness before it moves.

fraud_score: 4 / 100

Ranks

Plans returned by value score — coverage breadth, price efficiency, HMO reliability — not just premium.

value_score: 88 / 100

Predicts

Lapse risk calculated per policy before the collection cycle. Partners intervene before a member loses coverage.

lapse_risk_score: 0.12

Learns

Every confirmed identity, approved claim, and renewed policy makes every model more accurate.

improving with every txn

Auditable

Every AI decision is logged, explainable, and reviewable. No black boxes in health infrastructure.

full decision trail

Build with us.

Connect your product to the health data layer. Talk to the team or request API access.