// PROTOCOL / DEVELOPERS
Everything an integrator needs: the on-device SDK, the TEE-backed (Phase 2, Q1 2027) B2B query API, Proof-of-Behavior attestation, and how $HSIG settlement works on TON.
ForeMetric is a Human Signal Intelligence protocol on TON. Behavioral micro-signals are captured on-device, processed inside a Trusted Execution Environment (TEE) (Phase 2, Q1 2027), and turned into verified queryable insights for B2B buyers — with 80% of gross B2B receipts flowing back to the users who produced the signal.
The mobile SDK is designed to run inside the device secure enclave (planned Phase 2). It handles signal capture, PII stripping via Edge ML & DSP (TFLite + signal processing), Proof-of-Behavior attestation and local Federated Learning (Phase 3, 2028+) updates. The SDK never uploads raw behavior — only attested, aggregated deltas.
Buyers submit typed audience queries; the protocol executes them against attested signal shards inside TEE-backed (Phase 2, Q1 2027) compute nodes and returns aggregated results (heatmaps, radar profiles, cohort deltas). Query settlement in tokens is planned; today pilot reports are operator-produced.
Phase 1 stages compute on LUKS-encrypted volumes with AWS KMS key custody; Phase 2 migrates workloads onto AMD SEV-SNP + COCOON TDX (Phase 2, Q1 2027) confidential VMs. TON stores encrypted backups and Federated Learning (Phase 3, 2028+) model weights — never raw behavioral data. Full attestation traces are planned per query (Phase 2, not available today).
PoB combines device attestation, behavioral biometrics, and cross-signal consistency checks to filter bots and synthetic actors at 93–97% accuracy target, to be calibrated during the live alpha. Only PoB-verified signal would be eligible for $HSIG rewards (planned Phase 2) or B2B query inclusion.
The public SDK, TypeScript client and hosted query playground are opening in phases alongside the Alpha Testnet. Fair Launch of $HSIG is scheduled for Q2 2027 — reach out via the contact form to get early integration access.