A product of Agni Intelligence

The platform for grounded, vertical agents.

Sapion turns your domain knowledge into working agents that cite their sources, respect guardrails, and abstain when the evidence isn't there. No infrastructure to stand up, no ML team required.

Everything you need to turn domain knowledge into a working agent.

Grounded RAG with citations

Answers are retrieved from your knowledge bases and cite their sources inline, so users and auditors can trace every claim.

Guardrail pipeline

Grounding checks, PII redaction, and topicality run on every response. Agents abstain when the evidence isn't there.

Foundation tiers or your own model

Pick a speed and quality tier for each agent, or bring and train your own model for maximum domain depth.

MCP integrations & skills

Connect Slack, Jira, Teams and more over the Model Context Protocol, and add governed skills that encode expert workflows.

Deploy as an API

Ship any agent as a versioned endpoint with API keys, or embed the no-code chat. The same grounded engine either way.

Teams, RBAC & audit

Role-based access, per-agent permissions, usage analytics, and audit logs built for organizations, not demos.

Not a wrapper. A platform built for depth and trust.

Citations are non-negotiable

Most tools bolt on sources after the fact. Sapion grounds generation in retrieval and attaches citations to the claims themselves, the difference between sounding right and being right.

Guardrails that abstain

When evidence is missing, Sapion is designed to say so rather than improvise. Grounding, PII, and topicality checks are part of the run, not an afterthought.

Vertical by design

Knowledge bases, skills, and workflows let you encode a specific domain deeply, the opposite of a one-size-fits-all assistant.

White-label and yours

Ship Sapion-powered intelligence under your own brand, on your own terms, with your own model if you choose.

From knowledge base to production agent in an afternoon.

Upload your sources, shape the agent, test it with live citations, add skills and integrations, then deploy.

01

Upload your sources

Point Sapion at your documents, data, and systems of record.

02

Shape the agent

Set its scope, guardrails, tone, and the skills it can use.

03

Test with live citations

Ask real questions and watch every claim trace back to a source.

04

Deploy

Ship to an API or embed the chat. No infrastructure to stand up.

Put grounded intelligence to work.

Tell us about the domain and the decision. We'll show you what grounded, vertical AI looks like in your operation.