Content is the engine of modern marketing
Volume is exploding. The process hasn't changed.
Stop producing assets. Start operating a system.
Lab3 turns derivative content into infrastructure—built from pre-approved components, generated on demand, with compliance built in.
Output in 10 seconds or less (from approved building blocks)
The current process: every piece goes back to zero
The real problem isn't content. It's that content has no system.
The clock starts. Costs start.
Every new asset triggers the same expensive timeline.
By the 10th piece: back to zero.
Same process. Same clock. No learning curve.
By the 100th: no memory.
No reuse. No compounding value. Just repeated effort.
Content as Infrastructure
01
Choose content type
Email • Banner • Social Post • Landing Page Snippet
02
Press generate
The system assembles content automatically using pre-approved images and messages.
Output in 10 seconds or less.
03
Human in the loop
A final editorial review ensures accuracy, quality, and brand alignment before release.
04
Review & approval process
Ziflow-powered editing + annotation • automated version control • PRC-ready review packages
Built for scale. Built for compliance.
80% AI-built, 20% human-polished for brand compliance
Ziflow + Veeva integrated PRC workflow
Feedback structured as priority vs. nice-to-have
80% AI-built, 20% human-polished for brand compliance
Ziflow + Veeva integrated PRC workflow
Feedback structured as priority vs. nice-to-have
Flat cost at any scale (6 or 600 assets)
CRM + dashboard connected ecosystem
Rapid testing and response
Flat cost at any scale (6 or 600 assets)
CRM + dashboard connected ecosystem
Rapid testing and response
Measured impact. Not vibes.
95%
time reduction
weeks → days
80%
cost savings
on derivative content
92%
first-pass approval
MLR approval rate
10-12
weeks to ROI
measurable impact
Not another tool. A system.
Traditional agencies and CMS platforms weren't built for AI-native, high- volume derivative content. Lab3 is.
Where teams start
Email variant production
Brand + indication + audience variations at scale
Banner and social adaptation
Rapid format adaptation across platforms
Field / in-office materials
Repackaging for different contexts and channels
Landing-page modules
Consistent claims + references across snippets
Frequently asked questions
Is this fully automated?
No, and intentionally so. The system produces emails, banners, and other derivative assets to approximately 80% completion, with the final 20% reserved for human review and refinement. This ensures creative quality, brand alignment, and compliance oversight remain firmly in human hands.
Does this work with our PRC/MLR process?
Yes. The platform includes an embedded RAG-based knowledge layer that learns your content, claims, and approval history over time. In addition, native Veeva integration allows assets to enter your PRC/MLR workflow in a review-ready state, reducing cycle times while maintaining full compliance controls.
What happens when volume spikes?
Traditional content production scales cost linearly with volume. Our model does not. Because content is treated as infrastructure, once the system is in place, derivative assets are generated on demand — whether that’s 6, 60, or 600 pieces. Cost remains static, eliminating unit-based production economics and enabling rapid response at any scale.
What can we generate?
Emails, banners, in-office materials, social assets, and any content classified as derivative execution is produced faster, more consistently, and fully aligned to your approved source content.
Creative intelligence, multiplied
If your content operations still restart at zero, you're paying for the same work—again and again.
Tell us your volume + your approval workflow. We'll show you the system.