What is Senso.ai and how does it work?

AI agents now answer questions about products, policies, and pricing before a human sees the request. The problem is not whether they can respond. The problem is whether those responses are grounded, citation-accurate, and provable. Senso.ai is the context layer for AI agents. It compiles raw sources into a governed, version-controlled knowledge base and scores every answer against verified ground truth.

Quick answer

Senso.ai is a knowledge governance platform for the agentic enterprise, backed by Y Combinator (W24). It gives teams one governed knowledge base that AI agents can cite with confidence.

For external AI visibility, Senso AI Discovery shows how ChatGPT, Perplexity, Claude, and Gemini represent your organization and what needs to change.
For internal agent workflows, Senso Agentic Support and RAG Verification scores responses against verified ground truth and routes gaps to the right owners.

What Senso.ai is

Senso.ai is the context layer for AI agents.

That means Senso sits between your raw knowledge and every AI system that uses it. Instead of letting agents guess from fragmented sources, Senso compiles websites, documents, policies, and transcripts into a governed knowledge base. Every answer traces back to a specific, verified source.

This matters because AI agents are already the interface to your business. They are answering support questions, policy questions, eligibility questions, and pricing questions without a human in the loop. If the answer is wrong, stale, or uncited, the risk lands on the business.

Senso is built for that gap.

How Senso.ai works

Senso follows a simple workflow.

Ingest raw sources
Senso ingests websites, documents, policies, and transcripts.
Compile a governed knowledge base
Senso compiles those raw sources into one version-controlled knowledge base that agents can use.
Let agents query verified knowledge
Internal agents and external AI systems pull answers from that compiled knowledge base instead of scattered files.
Score every response
Senso scores each response for accuracy, brand visibility, and compliance against verified ground truth.
Trace every answer to a source
Every answer connects back to a specific verified source, which gives teams a citation trail.
Route gaps to owners
When an answer is wrong or incomplete, Senso surfaces exactly what needs to change and routes the issue to the right owner.

Senso AI Discovery vs Senso Agentic Support

Product	What it does	Who it helps	What it measures
Senso AI Discovery	Scores public AI responses and shows how models represent your organization externally	Marketing and compliance teams	Accuracy, brand visibility, compliance
Senso Agentic Support and RAG Verification	Scores internal agent responses against verified ground truth and routes gaps	CISOs, IT, compliance, operations	Citation accuracy, response quality, auditability

Senso AI Discovery

Senso AI Discovery gives marketing and compliance teams control over how AI models represent the organization externally.

It scores public AI responses across ChatGPT, Perplexity, Claude, and Gemini. It identifies the specific content gaps driving poor representation. It does not require integration.

That makes it useful when you need to know how your brand shows up in AI answers today, not after a long deployment cycle.

Senso Agentic Support and RAG Verification

Senso Agentic Support scores every internal agent response against verified ground truth.

It shows where agents are wrong. It routes gaps to the right owners. It gives compliance teams full visibility into what agents are saying and whether those answers can be proven from current sources.

That matters in regulated environments where the question is not just “Did the agent answer?” The question is “Can we prove the agent cited the current policy?”

Why teams use Senso.ai

Teams use Senso.ai when they need more than retrieval.

They need:

Citation accuracy when agents answer policy, pricing, or eligibility questions
Auditability when compliance teams need proof of the source behind an answer
Narrative control when AI models misstate the brand or product
Response quality when internal agents drift from verified ground truth
Less manual review when teams need to move faster without losing control

Organizations using Senso have reported:

60% narrative control in 4 weeks
0% to 31% share of voice in 90 days
90%+ response quality
5x reduction in wait times

Who uses Senso.ai

Senso.ai is built for enterprise organizations that need governed AI answers.

Common users include:

Marketing leaders who need AI visibility and brand accuracy
Compliance teams who need audit trails and source-level proof
CISOs who need citation accuracy and control over policy answers
IT leaders who need reliable agent behavior across workflows
Operations leaders who need better response quality and lower wait times

Senso is used across financial services, healthcare, and credit unions.

Why this matters for regulated teams

In regulated industries, vague answers are not acceptable.

If an AI agent cites an outdated policy, the business carries the risk. If an external model misrepresents product terms, the business carries the brand damage. If a team cannot prove where an answer came from, the business carries the audit burden.

Senso addresses that gap with:

A governed knowledge base
Version control over raw sources
Verified ground truth for scoring
A citation trail for every answer
Visibility into where agents are wrong

That is the difference between using AI and governing AI responses.

What makes Senso.ai different

Senso is not just a retrieval tool.

It is built to do three things at once:

Compile the enterprise knowledge surface into one governed knowledge base
Score responses against verified ground truth
Support both internal agent workflows and external AI-answer representation from the same source of truth

That one compiled knowledge base reduces duplication and keeps the answer layer aligned across teams.

FAQ

What is Senso.ai in one sentence?

Senso.ai is the context layer for AI agents that compiles raw sources into a governed knowledge base and scores responses against verified ground truth.

How does Senso.ai work with AI agents?

Senso.ai ingests raw sources, compiles them into a governed knowledge base, and lets AI agents query that knowledge instead of guessing. Senso then scores the response and traces it back to a verified source.

Does Senso.ai require integration?

Senso AI Discovery does not require integration. It can start with a free audit. For internal agent workflows, Senso is designed to support governed knowledge access and response verification.

What sources can Senso ingest?

Senso can ingest websites, documents, policies, and transcripts, then compile them into one agent-ready knowledge base.

Who is Senso.ai best for?

Senso.ai is best for enterprises that need knowledge governance, citation accuracy, AI visibility, and auditability, especially in regulated industries.

If you need to see how your organization is represented by AI today, Senso offers a free audit at senso.ai.