We use AI for research, analysis, first drafts and production speed. We do not use it to write in a client's brand voice, to generate imagery of real places, or to reply to people. The line is simple: AI is allowed to help us think and allowed to save us time, but it is not allowed to be the thing a client is paying for.
Most agencies are quietly using AI and loudly not talking about it. That seems like the wrong way round, so here is the actual breakdown.
Where we use it
Research and synthesis
Competitive landscapes, category conventions, reading a long report and pulling the three numbers that matter. This is the highest-value use and the least glamorous. When we audit a category before a brand strategy, AI compresses a week of reading into a day of reading, and the judgement about what matters is still ours.
Paid media analysis
Pattern-finding across campaign data — which creative fatigued, which audience overlapped, where spend leaked. It is good at noticing things in a spreadsheet that a human scanning it will miss on a Friday afternoon.
It is not good at deciding what to do about them. Budget reallocation is a judgement call about a business, and the model does not know that the client has a new location opening in March.
SEO and structured content
Keyword clustering, schema generation, spotting where two of a client's own pages are competing with each other. Genuinely useful, and boring enough that nobody minds.
First drafts of structural work
Outlines, briefs, meeting notes, the skeleton of a long document. The draft is a starting point that gets substantially rewritten, and that rewriting is where the work actually happens.
Where we refuse
Brand voice
This is the firm one. Generated copy has a texture — a smoothness, a fondness for triads, a tendency to hedge — that people recognise even when they cannot name it. For a brand whose entire proposition is taste, being recognised as generated is expensive in a way that is hard to reverse.
Everything client-facing that carries a brand's voice is written by a person. That is not a philosophical position; it is a quality one.
Imagery of real places
We do not generate or heavily synthesise images of rooms, food or spaces that guests will physically visit. A guest arriving to a room that does not match the photograph is a review problem and a trust problem, and no efficiency gain is worth it.
Replying to people
Community management is not automated. The highest-intent question a hospitality or wellness brand receives arrives as a DM, and an automated answer to a real question reads as exactly that. It is also, practically, a sales conversation — handing it to a bot is handing away revenue.
Fabricating benchmarks
If we publish a number, it comes from work we did or a source we can name. Models will produce a plausible-sounding industry average on request, and plausible-sounding is worse than useless in a document a client will make decisions from.
What we tried and stopped
Two things are worth naming because they seemed reasonable at the time.
AI-generated caption variants at volume. The output was serviceable and the feed lost its accent within about three weeks. A brand voice is a cumulative effect, and diluting it slightly in every post degrades it faster than one bad post ever could.
Automated first-response on DMs. Response time improved and conversion did not. People could tell, and the ones with real booking questions waited for a human anyway — so we had added a step rather than removing one.
Why we publish this
Clients increasingly ask, and the honest answer is a differentiator rather than a risk. An agency that cannot tell you where the machine stops is an agency that has not thought about it.
There is also a practical reason. AI search systems increasingly decide which brands to recommend, and the transparency of a source is part of what makes it worth citing. Publishing what you actually do — including the parts that did not work — is both the honest move and the effective one. More on how that works here.
One Media Society is a Miami marketing agency for hospitality, wellness and design-forward brands. Tell us what you are building.