In the 2025 B2B study, respondents identified several missing generative AI governance capabilities: unacceptable-use guidance at 66%, data-handling guidelines at 64%, purpose and objectives at 58%, transparency at 48%, and legal or copyright recommendations at 47%. These figures describe reported needs among surveyed marketers, not a compliance standard.
Governance baseline
| Control | Reported need | Minimum operating question |
|---|---|---|
| Unacceptable-use rules | 66% | Which prompts, data, and outputs are prohibited? |
| Data-handling guidance | 64% | What customer or prospect data may enter a tool? |
| Purpose and objectives | 58% | Which workflow problem is the tool solving? |
| Transparency | 48% | When and how is AI assistance recorded? |
| Legal or copyright guidance | 47% | Who reviews claims, sources, and rights? |
Practical use
Put the policy beside the daily content queue. Require a source log, human review owner, and a note of material AI assistance. Keep private customer and prospect data out of tools unless the organization's approved controls permit it.
FAQs
Does AI assistance remove the need for an editor?
No. A human should verify claims, dates, tone, originality, and whether the article answers the intended search question.
What is the smallest useful policy?
Define prohibited inputs, permitted tasks, source verification, disclosure rules, and the person accountable for final approval.
Related Research
BusinessGrowthAssistant can help document a source-first content routine that keeps review responsibility visible.
Sources
- Content Marketing Institute and MarketingProfs, B2B Content Marketing Benchmarks, Budgets, and Trends: Outlook for 2025: https://contentmarketinginstitute.com/b2b-research/b2b-content-marketing-trends-research-2025