IPI vs Guru: does the answer already exist, or does the job need to teach it?

Guru helps existing knowledge reach the person asking

Guru’s MCP capabilities provide cited answers through Knowledge Agents with access permissions and supported connections to other tools. This is useful when the answer exists across company sources but people struggle to reach it.

Try a question your office manager hears regularly. Read the answer and follow its citation. Does the source support the answer, is it current and can this employee use it? These checks reveal more than an impressive response to a generic demonstration question.

The unusual refund contains a lesson the policy does not

Imagine Mia handles customer service. The normal refund policy is easy to find. One customer was charged twice during a system outage, and a manager agreed to an exception after checking the payment history.

The next worker needs more than “approve duplicate-order refunds.” They need to know that the earlier decision depended on evidence of the outage and duplicate charge. Otherwise, a reasonable exception becomes an overly broad rule.

A knowledge system can document this well. The practical question is whether somebody captures the explanation when the work happens.

IPI starts with the work that produced the learning

Employees propose work, receive responses and submit results in IPI. The owner can follow the record and use IPI’s assessment before making the completion decision. Inherited Will can capture a useful lesson from the attempt.

For a later employee who is activated for relevant teaching, the learning can arrive with their next proposed work, before their own attempt. Mia’s replacement can learn which facts made the earlier exception reasonable.

The useful benefit is both immediate and lasting: the owner does less reconstruction now, and the next worker begins with more of the company’s experience.

Test the lesson with one fact changed

Give a colleague a similar refund case without an outage. Can they tell that the earlier exception needs fresh consideration? If they merely repeat the old outcome, add the missing reason.

For Guru, examine the maintained source and the answer it returns. For IPI, follow the original attempt and the relevant teaching available to the next employee. Both should help someone understand the situation they actually have.

Choose the knowledge path that removes the recurring burden

Start with Guru for broad retrieval from knowledge your company already maintains. Start with IPI when staff still need you to help interpret the job, inspect the result and preserve the learning for a successor.

If you keep both, decide where current policy is maintained and where the particular work decision lives. Check the actual connection before relying on automatic transfer. The objective is fewer explanations for the owner to carry, with employees receiving more useful help.