Platform

Agent Governance Infrastructure.

The infrastructure layer between your AI agents and production. Discovery, registry, reasoning capture, bounded autonomy, reliability monitoring, and regulatory compliance — in one platform.

Discover Find every agent in your enterprise
Govern Policy, autonomy levels, blast radius
Monitor Drift, fairness, reliability, reasoning
Comply RBI, IRDAI, SEBI, DPDP — audit-ready

Products

Nine Products. One Governance Platform.

Each product handles a distinct part of the agent governance lifecycle. Deployed individually or as an integrated platform.

hub

Orchestrate

Multi-agent orchestration with reasoning capture, bounded autonomy, and human-in-the-loop controls. The control plane for agentic systems.

radar

Guardian

Agent reliability monitoring — detect drift, hallucination, sandbagging, and performance degradation in real time. Flight recorder for every agent decision.

balance

Vishwas

Agent fairness and explainability — bias detection calibrated for Indian demographics across caste, religion, region, and gender. RTI-ready decision explanations.

description

Dastavez

Document AI agents — multi-script OCR across 12+ Indian scripts, browser automation, and intelligent extraction for India's hardest document problems.

security

Sankalp

Sovereign AI gateway — data localisation, trust monitoring, and compliance enforcement. Complete infrastructure control for agents handling Indian data.

local_shipping

Gati

Fleet and mobility intelligence — multi-agent AI for logistics, EV transition, and last-mile operations with vernacular voice interfaces.

inventory_2

AgentOps

Agent operations for the enterprise — registry, lifecycle management, policy enforcement, flight recorder, and observability across all your agents.

science

Eval

LLM evaluation platform — rigorous, reproducible evaluation of agent trajectories and responses at scale with Indic language benchmarks.

database

Context Engine

Data intelligence as a service — contextual joins, semantic matching, and a unified context store so your agents reason over rich context, not raw records.

Architecture

How the Platform Fits Together

Nine products across three layers. Deploy individually or as integrated agent governance infrastructure.

Orchestrate & Operate

Agent Deployment & Operations

Deploy agents, manage their lifecycle, and feed them contextually-rich data

Monitor & Evaluate

Trust, Reliability & Quality

Continuous monitoring, fairness auditing, and rigorous evaluation of agent behaviour

Secure & Serve

Sovereignty & Domain Intelligence

Data sovereignty enforcement and domain-specific agent intelligence for Indian enterprises

Research Foundation

Built on Rota Labs Research

12 open source packages. 9 research tracks. Every product is grounded in published AI safety and reliability research.

Guardian Detection

96% accuracy detecting AI sandbagging using activation probes — catching agents that deliberately underperform.

Powers: Guardian, Kavach

Trust Cascade

Stakes-based routing for multi-agent systems — escalating high-consequence decisions to more capable agents or human review.

Powers: Orchestrate

Indic Eval

Open benchmark for evaluating AI across 22 Indian languages — the standard for Indic language AI performance.

Powers: Dastavez, Vishwas

Indian Bias Taxonomy

Bias dimensions unique to India — caste, religion, region, language, and socioeconomic markers that global frameworks miss.

Powers: Vishwas

Visit Rota Labs →

Regulatory Alignment

Built for India's Regulatory Reality

Every product is designed with Indian regulatory requirements from day one — not bolted on as an afterthought.

RBI FREE-AI Framework
Vishwas maps to 7 AI Sutras. Guardian delivers continuous monitoring. Sankalp handles data localisation.
DPDP Act 2023
Sankalp enforces data sovereignty. Vishwas provides consent-aware processing. Orchestrate captures reasoning trails.
IRDAI AI Guidelines
Guardian monitors claims and underwriting agents. Vishwas ensures policyholder fairness auditing.
SEBI Regulations
Orchestrate provides audit trails for trading and advisory agents. Guardian detects model drift.
RTI Act
Vishwas generates human-readable decision explanations. Every agent decision is documented and retrievable.

Deployment Options

  • AWS Mumbai, Azure India, GCP Mumbai
  • GI Cloud (MeghRaj) for government
  • Private cloud in your VPC
  • On-premise for air-gapped environments
  • Hybrid cloud architecture

Your agents are already making decisions.

Let's make sure they're governed. Schedule a demo to see agent governance infrastructure in action.

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