The power of one / Microsoft Fabric
One model.
One number.
One data lead.
A complete data function. Built for a team of one.Connect your business systems in Microsoft Fabric, give leaders a shared model and agreed numbers, and equip one capable data lead with an AI framework to run the function.
One model.
Connect ERP, CRM and API data in a shared Microsoft Fabric foundation. Reports draw from the same model and business definitions.
One number.
Agree what each measure means, including its dates and rules. Give leaders a number they can trace and trust across the business.
One data lead.
Equip one capable person to run the function, with an AI framework that assists with engineering, testing, documentation and reporting.
What data model should you build first?
Start with one area of the business that cuts across systems. Marketing brings in a lead, sales wins a deal, finance issues an invoice and accounting records a payment. A connected data model shows how those events relate, so leaders can ask follow-up questions and get answers quickly without starting from scratch.
- 01 / Plan
Draw the boundary.
We map the source systems, existing reports, access rules and people who approve the measures. Together we choose the first business question, estimate the build and ongoing Fabric costs, and decide what can wait.
- 02 / Build
Connect the sources once.
We set up repeatable loads from the agreed ERP, CRM or APIs into your Fabric environment. The warehouse preserves the records and keys needed to trace a result back to its source. Your company controls access.
- 03 / Release
Prove the first model.
Company leadership and teams across finance, sales, marketing and other business areas agree on the measures that matter. We validate the data model, resolve discrepancies and move the first report onto it.
What your company owns.
Before handover, the person who will run the function demonstrates how the system works and tests the AI assistant on a practical task, such as creating a report or adding a data connection. We validate the results together, confirming that your investment has created a foundation you can operate and build on.
| Deliverable | How to test it |
|---|---|
| Source feeds | Show the last load and the records it brought in. |
| Fabric warehouse | Trace one customer or transaction to its source. |
| Shared measures | Reproduce a figure finance has signed off. |
| Operating guide | Run a check, resolve an exception and release a change. |
How one person runs the function.
Your data lead maintains pipelines, the warehouse and reporting, with the Mariners 7 AI framework assisting the work. Business leaders approve what each measure means. Your data lead tests changes and controls what goes into production.
Add a system without starting over.
The next source uses the same access, loading, testing and documentation patterns. AI helps draft the mapping and pipeline changes. Your data lead checks keys, duplicates and refresh behavior before publishing the new data.
Answer from the model you already own.
Leadership asks to see a measure by customer or time period. Your data lead checks that the model supports the request. With the Mariners 7 AI framework in place, your data lead can use a prompt or voice command to draft a report from approved models and measures, then verify the results before sharing.
Founder & principal consultant
James builds data pipelines, analytical models and AI-assisted workflows. Mariners 7 can help stand up the first release and train an internal owner, or provide fractional support while your company prepares to hire.
Plan the foundation with your team.
Use this five-page brief to choose your first data model, connect it to the business questions that matter and define what a successful launch looks like. Bring the worksheet to your working session.
Download the One Number Field Brief ↓PDF / 5 pages / No sign-upPlan your first
data function.
Bring one business question, the systems behind it and the business leader responsible for the decision. In 20 minutes, we’ll sketch the first build, identify the core platform and agree on what a successful launch would look like.
Request a working session ↗Share a little about your business. We’ll reply by email to arrange a time.