Campaign production, with review in the flow.

The world’s largest hospitality & travel brand markets across many properties, markets and languages, and every campaign had to stay on brand and compliant in each of them. The team had more campaign demand than it could produce, and its first attempt at AI, a general-purpose drafting tool, made the problem worse: more drafts reached senior reviewers, and more of them came back for rework. The pressure sat inside a sector that is still early in its digital shift. McKinsey, citing Skift Research, reports that only 11% of hotels and 25% of hotel rooms worldwide are supported by a hotel app or in-room technology, and that guest apps and in-room technology generated about $293 million in 2019 against around $2.4 billion in untapped revenue potential. The digital guest experience has room to grow, and the campaigns that promote it have to keep pace.

1. 01 / FOUNDATION

   Define the outcome and the gates.

   Leadership named the outcome owner and the success measures: campaign time-to-market, throughput and executive rework. Brand, legal and regional reviewers agreed which decisions stay with people, and which asset types carry which level of compliance risk.

2. 02 / EXECUTION

   Connect production into one flow.

   On-brand drafting, image generation and localization were brought into one governed workflow, connected to the brand’s campaign tools. Deterministic steps such as format checks and channel specifications run without inference; agents handle the work where judgment adds value.

3. 03 / INTELLIGENCE

   Route review by risk.

   Each asset is scored against the agreed risk tiers. Low-risk variants move through automated checks, while claims, offers and regulated language go to the named human reviewer with the context they need, so people retain the consequential approval decisions.

1. Brief

   The campaign owner sets audience, markets, channels and offer in a role-aware workspace.

2. Draft

   Agents produce on-brand copy and imagery from approved brand guidance and components.

3. Localize

   Variants are adapted for each market and language, with regional terms checked.

4. Check

   Format, channel and brand rules are validated automatically.

5. Route

   Each asset is assigned a risk tier; higher tiers go to the named approver.

6. Release

   Approved assets are published, and the record of every action and decision is retained.

Senior reviewers spend their time on the decisions that need them, and the marketing team keeps the system: the workflows, risk tiers and brand components remain theirs to operate and extend.

The AINS lesson: value sits in coordinated, reviewed work reaching the market, not in the volume of AI drafts.