Governance That Speeds AI Work Up: Review Gates, Approvals, and a Rights Register

Review gates match the risk

Not every piece of work deserves the same scrutiny, and a single heavy process applied to everything slows the safe work down while giving the risky work no extra attention. Sort your output into tiers by what could go wrong if a mistake reached a customer.

• Low risk: internal drafts, brainstorm material, first-pass social copy for a channel with a quick correction path. One reviewer, a short checklist, and fast turnaround.
• Medium risk: customer emails, blog posts, ads, and web pages. An editor checks voice and facts, and a second person checks claims against the approved register.
• High risk: anything that makes a performance, safety, pricing, or legal statement, anything involving a real person's likeness or voice, and anything in a regulated category. Subject matter owners and, where your business requires it, counsel sign off before release.

The tier is decided before the work starts, so nobody negotiates it at the deadline. Pre-agreed lanes are the reason a medium-risk blog post can move in a day: everybody already knows who reads it and what they're reading for.

What a human checks

A review gate works when it asks for specific checks, which beats a request to look it over. Give reviewers a short list tied to the tier. Does every factual statement match the approved claims register? Does the voice match the standard? Do the images and fonts come from sources in the rights register? Does anything refer to a person, a customer, or a competitor in a way that needs permission? Is anything in the piece a statement of fact that no one on the team has verified? A reviewer holding that list finishes in minutes, and a reviewer holding none spends an hour and still misses things.

Who approves what

Write the answer on one page, as a table of work types down the side and roles across the top. Name the drafter, the editor, the approver, and the person to inform. Keep one rule absolute: a human approves everything that leaves the building, and the approval gets recorded with a name and a date. Models draft, and people decide.

Name a backup for every approver. Work stalls when the only person who can sign off is on a plane, and a backup costs one line in a document.

The rights and licensing register

Every model, font, image, music track, and template your team touches carries terms about what you may do with it. A register collects those terms in one place so that nobody has to rediscover them at the worst moment. Build it as a simple table with these columns:

• Item: the model, tool, font, image set, or asset, with its version.
• Source: who provides it and the link to the license or terms you accepted.
• Permitted use: commercial or internal, which channels, which regions, and for how long.
• Restrictions: attribution requirements, limits on modification, and any rules about training or about likeness.
• Checked by and on: the person who read the terms and the date.
• Renewal or review date: when the term ends or when you'll read it again.

Log an entry before the first use, because the cheapest time to learn a restriction is before the work exists. Terms change, so the review date matters as much as the original entry. Ask your counsel to confirm how the register should treat anything high-stakes, since I can teach the mechanism and your lawyer owns the interpretation.

The speed argument

You can run the numbers with your own figures. Count the revision rounds on a typical asset today and the days each round takes. Count how many of those rounds trace back to a question a rule could have answered in advance, such as a claim nobody could source, a font nobody had cleared, or an approver nobody had named. Multiply the days saved per asset by assets per month. The result shows how much of your delay comes from questions asked late, and a gate written early answers them early.

Keep the system light

Review it every quarter. Remove any check that never catches anything, add one whenever a mistake reaches a customer, and ask your reviewers which items on the list feel like ceremony. Governance that stays short gets followed, and governance that gets followed protects both the brand and the schedule.

Your next move

Spend one meeting this week on three artifacts. Draw the three risk tiers and sort your last month of work into them, draft the one-page approval table with a backup for every name, and open a spreadsheet with the register columns above and log the five models, fonts, and asset sources your team uses most. A first version takes an afternoon, and every project after it starts further down the road.