Source: https://joinfinn.com/blog/your-company-doesnt-need-ai-that-knows-everything

# Your company doesn’t need AI that knows everything.

Useful business intelligence depends on knowing which information matters, which source to trust, and when to ask.

By Finn · 2 min read

A folder contains an old price list, a sales presentation, and a signed customer agreement. All three mention the same product. Which price should an agent use? Giving it more documents does not answer the question. The company needs a clear way to distinguish background information from an authoritative record.

## More information can create more ambiguity.

Businesses preserve drafts, exceptions, archived policies, and informal discussion. These are useful records of how work happened. They are not equally suitable as instructions for what should happen now.

A quote needs current commercial terms. A booking needs current availability. An explanation of a policy needs the approved policy that applies to the customer. Choosing the relevant source is part of doing the job, not a finishing touch on the answer.

## Separate history from current truth.

A previous conversation can explain why a customer requested a change. It cannot prove the change is still pending. The customer may have called another employee or completed it through a different channel.

Consider a billing follow-up. The earlier conversation says a payment was overdue. Before sending a reminder, the workflow should check the billing record again. Remembering the conversation helps explain the situation; checking the record prevents an unnecessary or embarrassing message.

## The right answer depends on the person asking.

Two employees can ask the same question and legitimately receive different results because their access differs. A branch manager should not gain access to another branch’s private records simply because an agent can search them.

Access needs to apply when information is retrieved and when an action is performed. Hiding a link after confidential information has already appeared in an answer is too late. A useful explanation can acknowledge missing access without exposing the protected content.

## Make uncertainty actionable.

When two approved sources disagree, a confident guess is not progress. Show the conflict and identify the decision required. When a record is stale or a connection unavailable, explain what cannot yet be established.

Finn’s knowledge and connected systems serve different roles in this picture. Knowledge explains the business; current records describe its state. Our view is that trustworthy AI comes from using both carefully. Knowing when to ask a person is part of intelligence, not an admission that the product has failed.

## Further reading

- [Glean: From enterprise search to enterprise context](https://www.glean.com/blog/from-enterprise-search-to-enterprise-context-what-ai-agents-actually-need)

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