All work
Inclusioneer OS / Client implementation

One business.
One connected memory.

Mike Clapper’s knowledge, relationships and commitments, brought into a private workspace and connected to ChatGPT.

Product walkthrough · No soundFull size
A recreated workflow with fictional records: open the brief, inspect a linked relationship, and copy context for ChatGPT.
Built for
Mike Clapper / Inclusioneer
The work
Business memory, private portal and AI connection
The principle
Useful context. Human approval.
The starting point

The information existed.
The connections mattered.

Business knowledge, relationship history and commitments need to be useful together. A meeting note means more when it connects to the person, the earlier conversation and the next step.

The work was to bring that context into one private system that Mike could use through a workspace and his AI conversations.

How the system supports the work

Remember. Prepare.
Review.

The system brings information forward. Mike keeps the judgment about what happens next.

  1. Keep the context connected.

    Knowledge, relationships and commitments become part of a shared business memory rather than isolated notes.

  2. Bring the useful parts forward.

    Daily briefs and meeting preparation surface relevant history and outstanding commitments. The ChatGPT connection makes that context available in conversation.

  3. Review before taking action.

    Proposed changes and next steps come back for review, with supporting context. The operator can inspect the information and decide what to do.

A task you can picture

Prepare for the
next conversation.

Without connected context, meeting preparation can mean reopening notes, finding the previous conversation, and checking outstanding commitments separately.

In this implementation, those records feed a shared business memory. A daily or meeting brief can bring the relevant relationship history and commitments together, and the ChatGPT connection makes that same context available for questions.

The person reviews the brief, checks the supporting context, and chooses the next action.

What this demonstrates

A system shaped
around the operator.

This implementation combines a private client portal, connected business knowledge, a ChatGPT connection and review workflows. The value is in how those parts fit the work.

Your starting point might be meeting preparation, inquiry follow-up or a tool your team keeps trying to recreate in spreadsheets. The right scope follows from that problem.

Explore AI workflow automation services ↗

For an explanation of the connected sources, business memory, and approval rules, read our guide to AI operations systems.

Start with one good question

What could work
better in your business?

Bring the messy workflow, the idea, or the thing you keep putting off. We’ll find the right place to start.

Let’s figure it out