AI Trust Infrastructure for India.
The Problem
Agent Sprawl Is the New Shadow IT.
Every department is deploying its own agents — credit agents in lending, fraud agents in payments, pricing agents in commerce, network agents in telecom, quality agents on factory floors. Nobody has a registry. Nobody captures reasoning. Nobody enforces policy.
Our Approach
Agents Need Governance, Not Just Deployment
Most vendors ship a model and measure accuracy. Agentic systems — where AI reasons, decides, and acts autonomously — need a fundamentally different operations architecture.
AI Agents Without Governance
- Each department deploys agents independently
- No central registry of what agents exist or what they do
- Agent reasoning is a black box
- Compliance review happens quarterly — if at all
- Shadow agents proliferate across teams
- When an agent denies a service, nobody can explain why
AI Agents with Rotavision
- Every agent registered with identity, autonomy level, and blast radius
- Reasoning capture and flight recorder for every decision
- Bounded autonomy — guardrails that let agents operate within policy
- Human-in-the-loop enforcement for high-stakes decisions
- Continuous drift, fairness, and reliability monitoring
- Audit-ready trails mapped to RBI, IRDAI, SEBI, and DPDP requirements
Proven in Production
Built by Practitioners. Deployed at Scale.
Built by a team from Google, Microsoft, and across the industry. Deployed across 4 continents. Now focused entirely on India.
10 production deployments across financial services, healthcare, insurance, government, telecom, manufacturing, and commerce.
12 open source packages. 3 research tracks. Published work on agent reliability, sandbagging detection, and evaluation science.
Platform
Agent Governance Products
The infrastructure layer between your agents and production — delivered as Sakshi, the agent-governance platform. Registry, decision capture, bounded autonomy, and regulator-mapped evidence.
Orchestrate
Agent control plane — registry with accountable owners, decision capture, bounded-autonomy envelopes, and human-in-the-loop review queues.
Guardian
Agent reliability monitoring — evidence-based circuit breakers for drift, error rates, and override spikes, with a drilled kill switch and response ladder.
Vishwas
Agent fairness for Indian demographics — declared-attribute bias screens for gender and caste category, locality disparity screening, and citable pre-deployment fairness runs.
Dastavez
Document AI agents — multi-script OCR, browser automation, and intelligent extraction. Delivered today as a services engagement.
Sankalp
Sovereign AI gateway — zero-code governance enforced at the wire for OpenAI-compatible stacks. In design with design partners.
Gati
Fleet and mobility intelligence — AI for logistics, EV transition, and last-mile operations. Delivered today as a services engagement.
India doesn't need more AI agents.New Report Enterprise AI in India 2026 The Trust Imperative Download →
India needs to know which agents it has, what they're deciding, and whether anyone is governing them.
Insights
From the Blog
Latest thinking on agent governance, regulatory frameworks, and enterprise AI in India.
The Agent Can Pay Now. Nobody Has Decided Who's Liable.
India shipped agent-initiated UPI payments faster than almost anyone - and skipped the accountability layer that Goog...
Human-in-the-Loop Is Becoming Human-as-Rubber-Stamp
Enterprises answered every AI risk question with 'there's a human in the loop.' That human now approves four hundred ...
AI Agents Need Flight Recorders, Not Log Files
When an agent makes a bad decision, the post-mortem question is 'what was it thinking?' - and application logs cannot...
Solutions
Agent Governance for Every Sector
Every industry deploys agents differently. The governance challenges are sector-specific — shaped by regulators, operational realities, and the stakes of autonomous decisions.
Financial Services
Agent governance for credit, fraud, and KYC agents — aligned to RBI's FREE-AI framework.
Telecommunications
Governed autonomy for the journey to AN Level 4 — network agents, digital twins, and fraud intelligence.
Healthcare
Clinical agent safety for diagnostic, treatment, and triage agents — CDSCO SaMD aligned.
Insurance
Agent governance for underwriting, claims, and fraud agents — IRDAI inspection ready.
Manufacturing
Factory agent governance across quality, maintenance, and production — ISA-95 aligned with PLI audit readiness.
Retail & E-commerce
Commerce agent trust for pricing, recommendations, and ONDC — with dark pattern prevention.
Automotive, EV & Fleet
Fleet agent intelligence for routing, safety, and EV transition — Bharat NCAP and AIS 140 compliance.
Services
From Audit to Operations
Strategic services delivered by India-based teams who've built agent governance at Google, Microsoft, and across the industry.
Agent Audit & Discovery
Find every agent in your enterprise. Map autonomy levels. Identify governance gaps. Maturity assessment against our L1–L5 framework.
Governance Implementation
Deploy agent registry, policy engine, and reasoning capture. Integration with existing ITSM, observability, and compliance infrastructure.
Agent Operations Training
Certify your teams on agent governance, monitoring, and regulatory compliance. Sector-specific curriculum.
Your agents are already making decisions.
Let's make sure they're governed. Schedule a consultation to assess your agent governance maturity.
Schedule a Consultation