AI you can put in front of an auditor.
Human-in-the-loop by design, evaluated before release, observable in operation — and mapped to the regulations that govern your industry.
A human owns every consequential decision.
AI proposes; a human decides on anything that matters. 100% of consequential AI output is human-reviewed before release, with a full decision trace for audit and rollback.
Nothing ships until it passes the suite.
Every release is gated on a human-graded evaluation suite. We measure quality against acceptance criteria first, then keep measuring in production so regressions surface before users do.
Bounded action, full visibility.
Tool sandboxing
Agents act only through scoped, permissioned tools with explicit stop conditions.
Approval gates
Consequential actions pause for human approval before they commit.
Observability
Every decision is logged, traceable and alertable — drift and anomalies surface fast.
Mapped to your obligations.
Risk classification and conformity documentation for regulated use cases.
Consent, residency and audit trail for personal data — human and AI systems alike.
Aligned data handling for protected health information, with human review.
Incident reporting and logging discipline aligned to CERT-In directions.
Where the law says it must run.
On-prem SLMs
Small language models behind your firewall — no content leaves your environment.
MeitY cloud
MeitY-empanelled sovereign cloud for data-residency-bound workloads.
NIC deployment
Deployable on NIC infrastructure for government-scale workloads.
Let's scope your next platform.
No obligation. A senior engineer reviews your requirement and maps it to a concrete, costed delivery plan.