Agencies capture something AI tools struggle with: how a vague client ask becomes finished work. Briefs, strategy docs, feedback rounds, approvals and the Slack thread where the idea finally clicked are all real-world records of creative and strategic work.
Which marketing agencies records could matter
- Project-management history: briefs, timelines, approvals
- Feedback and revision rounds between team and client
- Strategy decks, research notes and campaign reports
- Internal chat and email about how work gets made
- Time and budget records per project
Why AI builders care about marketing agencies
AI tools for marketing need to learn how people turn goals into strategy, handle feedback and decide what ships. Years of connected project records show that process end to end.
Check these before you go further
- Many client agreements assign work product and confidential information to the client. Check who owns what before including it.
- Exclude anything under an NDA unless counsel confirms it can be included.
- Ask how client brands and people are de-identified.
Signs your firm may be a fit
- Several years of projects in your systems
- A real team (minimum team size is set by the program)
- Work across project management, file storage, chat, email and reporting
- You own and control the records in scope
Eligibility rules are set by the program; see the owner FAQ.
What could it be worth?
The program's published range is $100K–$5M for a license to a company's operating records. That's a range, not an offer or a guarantee; any amount is set by the program's review and a written agreement.
Questions to ask before you say yes
- Can we exclude specific clients or any NDA work?
- How are client names and brands removed?
- What does exclusivity mean for our future use of our own records?
- How much staff time is needed?
How the process works, step by step, is on the company overview.
Free guide for marketing agencies
Includes a data inventory checklist and questions to ask before signing. Educational only.
FAQ
Do we own our agency's project files?
It depends on your contracts. Many agreements give clients ownership of deliverables and confidential material. Your internal process records may be different. Have counsel review before anything is included.
Will licensing our data help competitors?
Ask the program about permitted use and exclusivity, and read the written terms. Data is generally de-identified before use, but the specifics belong in the agreement.
How much could an agency be paid?
No one can say before review. The program's published range is $100K–$5M for a license to a company's operating records. That's a range, not an offer or a guarantee; any amount is set by the program's review and a written agreement.
Advise marketing agencies? See how referral partners work.