Platform · Governance layer

The governance layer
under every agent.

Built for high trust environments where every model prompt, tool call, confidence score, and human override must be deterministic and fully auditable. Multi agent orchestration you can prove.

Built on India's digital rails · Quantum ready
IRDAIRBIDPDP Act 2023NPCI · UPIABDM · ABHAGSTNCKYCPost quantum
Platform plane

Governance as an execution ledger.

Every agent, policy gate, human review, and replay log is tracked as a live operating record. The platform view is linear, inspectable, and built for regulated work.

CONTROL SURFACE AlinePage governance kernel LangGraph · OTel · DPDP · Kafka
GRAPH Graph orchestration

Strict node roles, bounded tools, deterministic branch replay.

plan / call / verify
REVIEW Human review

Confidence gates, reviewer trace, signed handback before action.

approve / reject / revise
PRIVACY DPDP privacy

Mask before inference, vault reversal, consent-aware audit hash.

mask / vault / replay
REPLAY Replay logging

OpenTelemetry spans, Kafka stream, regulator-ready reconstruction.

span / stream / prove

Risk settings become visible infrastructure.

Execution density, review rate, and confidence thresholds are tuned as one continuous operating surface, not hidden in a settings modal.

Daily Queue Capacity2,500 tasks/day
Human Review Sample Rate60%
Confidence Cutoff Threshold85%
Agent state: High Governance & Review Guardrails Active
INDIC_MODEL_LANG: EN · MULTILINGUAL_TOKENIZER_READY DPDP PII Masking: Active
PLATFORM PILOT

Put the governance layer under one live workflow.

Two to four weeks. Shadow mode on production data. One measurable outcome, with replayable traces from day one.