Design-partner packet
The full case: the governed-agent lifecycle, the five-module record, the regulator coverage, and what a design-partner engagement includes.
Read the packetThe design-partner packet, the security overview, the documentation, and the open governance models. Read them online, or download what you need to take into your own evaluation.
For your evaluation
The collateral a risk, security, or regulatory team asks for when they weigh up a governance platform.
The full case: the governed-agent lifecycle, the five-module record, the regulator coverage, and what a design-partner engagement includes.
Read the packetHow Sakshi handles isolation and data: single-tenant in your environment, PII tokenized at ingest, and a tamper-evident chain anyone can recompute.
Download PDFHow Sakshi maps to RBI MRM, DPDP, SEBI Reg 16C and IRDAI, and the signed evidence packs it produces from live decisions, clause by clause.
See the mappingsBuild & integrate
Everything to wire Sakshi into agents you already run, and the open models behind its India-calibrated governance.
Guides, concepts, and the full API reference: register an agent, witness a decision, bound autonomy, generate evidence packs.
Read the docsA few lines of the Python SDK, or run Sakshi as an MCP server. Middleware for OpenAI, Anthropic, Gemini, Bedrock, LangChain and LangGraph, no agent rewrite.
Developer surfaceThe India-calibrated models behind Sakshi's PII detection, code-mixed guardrails and Indic judging, open on Hugging Face with honest evaluation cards.
Browse the modelsSpin up a synthetic-data sandbox and verify the chain yourself, or book a walkthrough of the full governed-agent lifecycle.