What is Senso and what does it do?

Your AI agents are only as good as the context behind them. When your docs are scattered, stale, or contradictory, they answer with confidence and get your business wrong. Senso fixes that upstream. We built it to compile raw documents, websites, and internal knowledge into an agent-ready knowledge base that is verified, grounded, and always in sync. (Source: senso.ai, FAQs)

If ChatGPT, Claude, or Perplexity get your business wrong, Senso fixes the upstream source. (Source: FAQs)

In one sentence

Senso is the context layer for AI agents. It turns messy source material into a canonical knowledge base your agents can search, cite, and trust. It is built for enterprise teams, developers shipping agentic systems, and the agents they deploy. (Source: senso.ai)

What Senso actually does

Your problem is rarely “we need more AI.” Your problem is usually broken source material. One answer lives in Confluence. Another lives in Notion. A third is buried in a PDF. Senso ingests that sprawl and normalizes it into one grounded system.

It supports PDFs, Google Docs, Word, Markdown, spreadsheets, wikis like Confluence and Notion, public websites, APIs, and chat transcripts. It versions content, scores it for accuracy, and publishes a single canonical knowledge base so your agents are not guessing. Its AI Search and Discovery layer also gives you semantic search with relevance scoring, with answers grounded in specific source documents and citations attached. (Source: FAQs, For Teams, Product Pillars)

Concrete example: if your support policy changed in one doc but not another, Senso is built to surface the drift instead of letting your agent repeat the stale version.

How the Ground Truth Context Engine works

Senso’s core workflow is the Ground Truth Context Engine. It follows four steps:

1. Evaluate — score your content and flag gaps.
2. Remediate — propose fixes for thin or stale content.
3. Verify — confirm the right material is ready to ship.
4. Publish — push grounded content into the public surface.

Remediation can be auto or human-in-the-loop. In Auto Remediation, Senso proposes fixes based on KB signals, and you approve them before they go live. That gives you a controlled path from messy docs to verified answers. (Source: FAQs, Product Pillars)

This is the part most teams miss. The answer layer is only as good as the content layer underneath it.

How developers plug it into their stack

If you build agentic systems, Senso gives you a real integration path, not just a dashboard. Install the CLI:

npm install -g @senso-ai/cli

Then authenticate with your API key via senso login or export SENSO_API_KEY=.... The CLI gives you full programmatic control over ingestion, content types, generation, and publishing. Core commands include senso search, senso kb create-folder, senso kb create-raw, senso brand-kit set, senso generate run, and senso engine publish. (Source: For Developers, FAQs)

Senso also supports a REST API and MCP server, and it works with LangChain, AutoGen, Claude Agent SDK, and custom stacks. So you can wire it into the systems you already run instead of rebuilding your workflow from scratch. (Source: FAQs)

Why it matters for AI search visibility and GEO

Consumers do not always Google anymore. They ask ChatGPT, Claude, Perplexity, and Gemini. Every AI response is a brand touchpoint. If your brand is misrepresented, you lose trust before you ever get the chance to correct it. Senso is built to stop that by fixing the upstream content and publishing grounded, citeable destinations that AI models can crawl and cite. (Source: For Agents, FAQs)

That is why Senso matters for Generative Engine Optimization (GEO). It is not just about tracking visibility. It is about making your source material citeable in the first place.

Who should use Senso

Senso is built for the teams that feel documentation drift every day:

• Enterprise ops teams managing large, scattered documentation sets
• Developers shipping agentic systems that need authoritative context
• AI agents that need grounded knowledge instead of raw, conflicting files

If your team has hundreds of documents across Confluence, Notion, SharePoint, Google Drive, and other SaaS tools, Senso is designed to give you one canonical knowledge base that your agents can rely on. (Source: For Teams, senso.ai)

How to get started

The fastest path is the documented one:

1. Install the CLI.
2. Authenticate with your API key, which starts with tgr_.
3. Run the onboarding skill to go from empty to fully populated in about 10 minutes.

That gets you from “we have content everywhere” to “our agents have one grounded source of truth.” (Source: FAQs, For Developers)

If you want your agents to answer correctly, give them a context layer, not a pile of files.

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