What problem does Senso.ai solve?

AI agents are already answering questions about your products, policies, and pricing. The problem is that most enterprises cannot prove those answers are grounded in verified ground truth, current, and citation-accurate. They also cannot show which source the agent used, whether the source is current, or who owns the fix when the answer is wrong.

Senso.ai solves that gap. It gives enterprises knowledge governance for the agentic enterprise so every answer can be traced, audited, and corrected. It compiles raw sources into a governed knowledge base and scores responses across ChatGPT, Perplexity, Claude, and Gemini, as well as internal agents.

Quick answer

Senso.ai solves the problem of AI agents representing your organization without enough governance.

In plain language, Senso helps teams answer three questions:

What did the agent say?
Was it grounded in verified ground truth?
What needs to change when it is wrong?

The core problem

The issue is not that enterprises lack content. The issue is that knowledge is fragmented.

Raw sources live across websites, policies, documents, transcripts, and internal systems. AI agents pull from that surface and generate answers in real time. Standard retrieval tools can find information, but they do not prove that the answer cited a current policy. They do not show whether the organization can stand behind the response. They do not route the gap to the right owner.

That leaves businesses exposed in two ways:

External AI systems can misrepresent the brand, pricing, or policy.
Internal agents can give staff and customers answers that are not citation-accurate.

For regulated industries, that becomes a governance problem fast.

Why standard retrieval tools are not enough

Retrieval tools help systems find relevant information. They do not own the feedback loop from detection to fix to measurement.

That matters because enterprises need more than answer generation. They need:

A governed, version-controlled knowledge base
A citation trail back to a specific verified source
Visibility into where an answer is wrong
A way to route gaps to the right team
Proof that the output is grounded

Without that layer, teams cannot tell whether an AI response is reliable or just plausible.

What Senso.ai does

Senso.ai compiles an enterprise’s full knowledge surface into one governed, version-controlled knowledge base. Every answer traces back to a specific verified source.

Senso scores every AI agent response for:

Accuracy
Brand visibility
Compliance

It then surfaces exactly what needs to change.

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 for accuracy and brand visibility across ChatGPT, Perplexity, Claude, and Gemini. It identifies the specific content gaps driving poor representation. No integration is required.

This is the AI visibility problem. If an AI model describes your company incorrectly, you need to know what it said, why it said it, and what source material needs to change.

Senso Agentic Support and RAG Verification

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

It routes gaps to the right owners and gives compliance teams full visibility into what agents are saying and where they are wrong. That makes it useful for support, operations, compliance, and internal knowledge workflows.

This is the auditability problem. If a CISO asks whether an agent cited a current policy, Senso gives a path to prove it.

Who this problem affects

Senso is built for enterprise organizations across:

Financial services
Healthcare
Credit unions

It is especially relevant for:

Marketing leaders who need control over external AI representation
CISOs who need citation accuracy and auditability
Compliance teams that need proof and traceability
Operations leaders who need better response quality and less drift

What outcomes organizations have seen

Organizations using Senso have reported:

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

Those outcomes point to the same core value. Senso helps teams make AI answers grounded, measurable, and governable.

When Senso.ai is the right fit

Senso fits best when you need to:

Control how AI systems describe your organization
Verify whether internal agents are citing the right source
Show compliance teams a clear citation trail
Compile scattered knowledge into one governed knowledge base
Fix the gap between where knowledge lives and where agents need it

It is not for teams that only want more content. It is for teams that need knowledge governance.

FAQ