Build reporting trust
Clarify the definitions, caveats, ownership, and evidence behind the numbers that matter.
Full field guide
Your Numbers Don't Match
Build reporting trust. Accelerate decision velocity. Eliminate Data Tax
The strategic field guide for leaders, operators, and data teams who need a clearer way to understand why numbers drift across the Data Value Chain before dashboards, automation, and AI scale the confusion. It keeps the focus on business meaning: which definitions are trusted, where the Semantic Layer Gate belongs, and when a number is safe to use.
Purchase details
Digital ebook delivered after checkout
This is a one-time digital purchase. After checkout, Lemon Squeezy sends the download access and receipt by email. The book is a self-serve digital product and does not include bespoke consulting, advisory work, or implementation support.
- Price
- $29.99 USD
- Format
- PDF ebook
- Delivery
- Instant download link by email after checkout
- Availability
- Available now
- Sold through
- Lemon Squeezy checkout
Inside the book
A practical way to restore trust before you scale reporting
Accelerate decision velocity
Reduce meeting drag by helping teams agree what the numbers mean and when they are safe to use.
Eliminate Data Tax
Expose the hidden cost of checking, reconciling, rebuilding, and explaining reports nobody fully trusts.
Control business meaning
Understand why the Semantic Layer Gate sits at the exit of Transform, before interpretation, action, and AI-assisted decisions.
Core framework
The map inside the book
The book uses the Data Value Chain Engine to connect reporting trust metrics, operational impact, and commercial value in one operating picture: Capture -> Transform [Semantic Layer Gate] -> Interpret -> Act -> Realise.
Book or toolkit?
Use the book for alignment. Use the toolkit for delivery
The book helps leadership and data teams understand why reporting trust breaks and what needs to be agreed before more dashboards, automation, or AI are added.
- The book is strategic: principles, failure modes, decision patterns, and leadership alignment.
- The toolkit is tactical: registers, contracts, worksheets, source maps, and the 30/60/90 plan.
Questions
Book FAQ
Who is this book for?
It is for founders, operators, finance leaders, analytics leaders, and data teams who need business numbers to be trusted before more dashboards, automation, or AI are added.
What problem does the book solve?
It helps you understand why dashboards, finance packs, spreadsheets, and source systems can disagree, then gives you a shared language for restoring reporting trust.
Is the toolkit included with the book?
No. The book explains the Reporting Trust framework. The Reporting Blueprint Toolkit is a separate implementation package with worksheets, registers, maps, and planning assets.
Is this technical or business-focused?
Both, but it starts from the business decision. The book connects leadership concerns such as decision drag and confidence with practical data topics such as definitions, ownership, caveats, source-to-report logic, and the wider Data Value Chain.
Can this help before an AI reporting project?
Yes. AI can accelerate the Data Value Chain, but the semantic layer decides whether it accelerates clarity or confusion. The book helps you identify which metrics are safe to automate around and which foundations need attention first.
Is the Semantic Layer Gate a separate stage?
No. It is the gate at the exit point of Transform: the place where definitions, ownership, caveats, and business meaning are checked before people or AI interpret the number.
Does the book include consulting or implementation support?
No. The book is a self-serve digital download. Bespoke consulting, advisory work, implementation support, or review of your organisation's data would need to be agreed separately.
Implementation companion
Want the workbook and playbook as well?
The Reporting Blueprint Toolkit is a separate product for applying the ideas from the book using structured templates and a worked example.