A starting point, together

What would you like to improve?

An idea, a challenge, or something you'd like to create. It's okay not to know where AI fits yet.

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    No need to pick an idea. Tell us about your business.

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    Oakforge field notes / Preparation note

    Give AI better business context.

    Your business already holds valuable knowledge. The challenge is making the right parts available, current, and understandable for the work you want to improve.

    Start with a useful set of sources.

    Approved service information, product facts, process notes, and examples of good work are often more valuable than a large unfiltered archive. Choose material that directly supports the task.

    You do not need to organize every file before a conversation. A few representative examples can show what is available and where the gaps are.

    Give the facts a clear owner.

    Information changes. Someone needs to know which source is current and how corrections reach the system. Old quotes and informal messages should not quietly become business policy.

    Agree who can update the material, what requires approval, and how access changes when responsibilities change. Keeping the knowledge useful is part of maintaining the result.

    Keep a way back to the original.

    Useful summaries and answers should make their sources easy to check. If records disagree or an answer is missing, that uncertainty needs to stay visible.

    For numeric information, definitions and calculations need to be consistent. A fluent explanation should never hide a missing record or an unclear measure.

    Worth keeping in mind

    The goal is not more information. It is the right information, with ownership and a way to check it.

    A question to take with you

    Where does the reliable version of your business knowledge live today?

    These notes are a starting point for discussion, not a delivery commitment. Sources, permissions, providers, and responsibilities depend on the project.

    Talk about your business