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An AI workspace grounded in business context.

We are bringing business data and AI assistance into the same product workflow, with access and review designed into the experience.

In development
Concept artwork showing layered forms around a light sourceIllustrative artwork

The need

Help people act on information spread across product and external systems.

Our work

Connect user context, AI processing, permissions, and review in one workflow.

Current stage

The platform and its AI workflows are being developed.

The problem behind the work.

The people using this platform need to make decisions from information held in several systems. We are building a workspace that brings relevant context into the task at hand, so AI assistance can be useful within the product rather than isolated in a separate chat window.

The response has to reflect the right data for the right person. The application must select the context, check access, manage longer-running work, and give the user a clear place to review the result.

The workflow at a glance.

01User task
02Allowed context
03AI workflow
04Review and result

Simplified view of the workflow.

What we are building.

Our work

We are designing and building the application and backend paths that connect the user workflow, business context, and AI processing.

Approach

We start with a specific task and follow it across the interface, data sources, permissions, and model calls. Work that takes longer than a request is handled separately, while the product keeps the user informed of its state. The result returns to a workflow where a person can inspect it before acting.

Why we took this approach.

01

Start with the user's task

A defined task tells us which information is relevant and where AI assistance can help.

02

Respect access at each step

The workflow gathers only context the user is allowed to use and checks access when protected work is performed.

03

Keep the result inspectable

The product makes the run and its outcome visible, so a person can review the answer or action in context.

Where the work stands.

We are developing the workspace and its AI workflows, with user review and access controls built into the product experience.

What are you building?