Start with a defined trigger
A product owner selects a set of related feedback for investigation.
Product discovery
Product Feedback to Requirements:
Product Feedback to Requirements:
the workflow in practice.
Feedback cluster-to-discovery brief
FROM INPUT TO HANDOFFA clear job
Explore the architecture behind the pattern ↗
A clear job
for every step.
This is a proposed workflow pattern. We confirm data access, permissions, integration options and review ownership with your team before implementation.
Do not invent representative demand from a small sample. Protect customer identities and preserve contradictory evidence.
Assemble the right context
Collect permitted original feedback, customer context, current product behavior and existing research.
Perform the bounded task
Summarize the reported problems, separate requested solutions from needs and identify conflicting accounts.
Review before taking action
The product owner verifies the interpretation and decides which questions require direct customer research.
Deliver and record the result
Store the accepted brief with source links and use it to guide discovery or requirement definition.
Build an improvement loop
around real work.
Measure lost context, unsupported generalizations, useful research questions and time to a shared problem statement.
Keep the input, relevant context, review decision and final result connected. When a reviewer corrects something, use that evidence to improve the instructions or integration, then validate the change against representative cases.
CHOOSE THE RIGHT SUPPORTBuild it. Build with us.
Build it. Build with us.
Or have us manage it.
The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Your team owns the build.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Work through it together.
Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗We manage the foundation.
Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗START WITH YOUR WORKWhere is your team
Where is your team
doing too much by hand?
Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.