Start with a defined trigger
A marketing owner requests review of a planned publication.
Marketing governance
Marketing Claim Verification Preparation:
Marketing Claim Verification Preparation:
the workflow in practice.
Draft claims-to-evidence checklist
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.
AI does not certify legal compliance or independently validate research. Never manufacture a source or testimonial.
Assemble the right context
Collect the draft, approved product facts, source studies or measurements and claim-review standards.
Perform the bounded task
Extract factual assertions, link available evidence and flag mismatches in dates, scope or meaning.
Review before taking action
Product and designated specialist reviewers approve claims and any required qualifications.
Deliver and record the result
Store the accepted wording and supporting evidence with the publication record.
Build an improvement loop
around real work.
Measure unsupported claims found, inaccurate citations, missing qualifications and reviewer preparation time.
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 ↗CONNECTED OPPORTUNITIES
Brand Language Review
Prepare focused edits against a maintained voice guide and approved terminology.
Explore this solution ↗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.