A framework by Dr. Mashiur Rahman

Build for outcomes, not just output.

The Outcome-Driven Product Design Framework helps product teams start with the customer outcome, validate evidence, and build only the minimum output needed to create real change.

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The problem

Building is becoming easier. Choosing what deserves to be built is becoming more important.

  • AI lowers the cost of output.
  • Product teams can generate features quickly.
  • More output creates more opportunities for waste.
  • Feature roadmaps can drift away from user value.
  • Teams frequently confuse delivery with success.
Shipping is an activity. Customer change is an outcome.
Output vs outcome

Two very different scorecards

Most teams can describe what they shipped. Far fewer can describe what changed for the customer because of it. Outcome-Driven Product Design keeps both visible, and treats one as the point of the other.

Output (what was made)
Outcome (what changed for the customer)
A new onboarding wizard with five extra screens
New users complete their first meaningful task without contacting support
A weekly analytics report emailed to managers
Managers catch a budget problem two weeks earlier than before
An AI chatbot added to the support page
Customers resolve common issues without opening a ticket
Output is what we make. Outcome is what becomes better because we made it.
The framework

Twelve stages, one direction: outcome before output

Each stage links to its full explanation on the framework page, including advanced modules for feasibility, responsible AI risk, and adoption.

  1. 1 Customer
  2. 2 Need
  3. 3 Evidence
  4. 4 Output
  5. 5 Measure
  6. 6 Experiment
  7. 7 Learn
  8. 8 Logic
  9. 9 Act
  10. 10 Decide
  11. 11 Scale
  12. 12 Lifecycle
The promise

The goal is not minimum product. The goal is maximum meaningful outcome with justified effort.

  • Reduce unnecessary development
  • Create clarity before coding
  • Identify the most valuable customer
  • Define expected behavioral change
  • Separate assumptions from evidence
  • Create only the minimum necessary output
From the framework

Featured articles

Outcome Strategy

Output vs Outcome: The Product Management Distinction That Changes Everything

A clear definition of output vs outcome in product management, with side-by-side examples showing how outcome-first thinking changes prioritization.

 AI Product Development

In the AI Era, Building Software Is Easy. Deciding What to Build Is the Hard Part.

AI coding assistants made production cheap and fast. The real constraint has shifted to product judgment: deciding what deserves to be built at all.

 AI Product Development

AI Can Help You Build the Wrong Product Faster

Speed of execution and correctness of direction are different problems. AI has mostly solved the first, and that is how it produces AI product waste.
All articles →
16 worksheets

Printable resources

Every framework stage, advanced module, and the Quick Canvas as a one-page, print-ready worksheet.

Browse resources →
Illustrative examples

See it applied

Two hypothetical, end-to-end walkthroughs showing the framework applied to a real-shaped product decision.

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MR
About the framework

Dr. Mashiur Rahman

Engineer, product and innovation leader, and digital health technologist focused on turning product output into measurable customer outcomes — working across software, connected products, cloud, AI, and regulated healthcare environments.

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The framework reflects how ComingTechs Advisory thinks about product work. If it resonates, the next step is a conversation.

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