Content engine
On-brand posts, articles, product copy and email at the volume your channels demand, drafted from your brand guide and past best performers.
ProducerCreative direction and every published piece.
Production AI agents · Small & mid-market
AI agents that do the work.
OCM AI designs, builds and runs production AI agents for the marketing, creative and media teams at growing companies. Fixed fee, on your stack, measured against a live ROI scorecard, and rolled out by a team that knows how to get people to actually use them.
Content engine
RunningMarketing · product launch week
Hours back / mo
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Eval suite
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Sent to a person
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Illustrative example. Your scorecard uses your numbers.Human checkpoints in orange
Fixed fee
Scoped up front.
Productized engagements with a price before we start. No open-ended consulting hours.
Your stack
Built where you already are.
Model-agnostic, on Azure OpenAI, Google Vertex AI or Amazon Bedrock, connected to the tools your team already uses, from your CMS to your edit suite.
Measured
Proof, not promises.
Every agent ships with an evaluation suite and a live ROI scorecard, so you see exactly what it's worth.
How it works
Start with a diagnostic. Scale what pays.
Each step stands on its own, and each one earns the next. You only move forward when the numbers say you should.
4weeks
01Automation diagnostic
We map how work actually moves through your company, match it to agents in the catalog and model the return.
You leave with a ranked, costed 12-month plan.
8–12weeks
02First build
One or two agents taken all the way to production, with an evaluation baseline from day one and your team trained to work alongside them.
Agents live, scorecard running.
Ongoing
03AI operations
Monitoring, re-testing and maintenance as models change, with new agents added as the business grows.
One team accountable for results.
The diagnostic is useful even if you never build: a clear view of where automation pays in your business, and where it doesn't.
The agent catalog
For the content that never stops.
Built by a studio, for the marketing, creative and media work that fills every calendar, plus the back-office work that slows it down. Every agent hands the judgment calls to a person, by design.
Versioning & cut-downs
One master edit becomes every length and aspect ratio: 6s, 15s, 30s, 9:16, 1:1, with captions and end cards built in.
EditorFinal cut on anything that carries the brand.
Localization & captions
Subtitles, translated copy and voice-ready scripts for every market, in your terminology and your brand voice.
ReviewerNative-speaker check before anything ships.
Community & comments
Comments and DMs across channels triaged, answered in voice and tagged, with trends surfaced for the social team every morning.
PersonComplaints, press and anything sensitive.
Creative insights
Campaign results read across platforms, with a plain-English account of which creative worked, why, and what to make next.
StrategistBudget moves and the next brief.
Briefs, scripts & storyboards
From a one-line idea to a structured brief, a first-draft script and a shot list, grounded in your brand, audience and past work.
Creative directorThe idea, and every word that gets made.
Asset librarian
Every photo, clip and file tagged, searchable and tracked for usage rights, so the team finds the right shot in seconds.
PersonRights questions and expiring licenses.
Customer inbox
Routine customer questions triaged, answered in your voice and logged on first contact. The rest arrive with context gathered.
PersonRefunds, complaints and anything off-script.
Proposals & RFPs
First-pass answers drafted from your approved content library, with gaps and risks flagged for the team.
PersonPricing, commitments and final sign-off.
What makes OCM AI different
Most AI projects don't fail on the tech. They fail on adoption.
An agent nobody trusts is an agent nobody uses. We're a production company first, so the rollout is built in.
The hard part of putting AI to work isn't the model. It's the Monday morning when a team is asked to hand part of their job to software they didn't choose. That's a communication problem, and communication is what we've done for twenty years.
Every OCM AI build ships with the story around it: why the agent exists, what it will and won't do, and exactly where people stay in charge. We make the walkthrough videos, the launch message from leadership and the one-page guides, with the same craft we bring to work for networks and global brands.
The result is an agent people actually use, which is the only kind that shows up on a scorecard.
The adoption kit
Included with every first build
Leadership launch message
Why we're doing this, in the CEO's voice.
Agent walkthroughs
What it does, what it hands back, how to correct it.
Team playbook
Roles, checkpoints and who to call.
Results story
The scorecard, told for the next team in line.
For private equity sponsors
One AI program across your portfolio.
Operating partners use OCM AI to bring the same agents to several portfolio companies at once, with reporting at the sponsor level.
Diagnostics across the portfolio
See where automation pays in every company before committing to a build.
Builds where the return is clearest
Agents go to production first in the companies that will feel it most.
Sponsor-level reporting
One view of results across the portfolio, company by company.
Why OCM AI
One team, accountable for the result.
Not a software license and not a slide deck. A team that builds the agent, launches it and answers for the scorecard.
One accountable team.
We hold the contract, own the agent catalog and grade the quality of every delivery.
Security owned from the top.
Architecture, security and data posture are led by senior technical leadership, not left to the build team.
Built to be used.
Every agent ships with the training, launch content and checkpoints that get a team to trust it.
Emmy-winning.Cannes Silver Lion.New York, since 2004.
Questions we hear
Before the first call.
We're not a tech company. Is this for us?
That's who it's for. You don't need a data team or an AI strategy. You need work that piles up, a process you can describe, and someone who owns the result. We bring the rest.
Which models and tools do you use?
We're model-agnostic. We build on Azure OpenAI, Google Vertex AI or Amazon Bedrock, whichever fits your cloud, and connect to the systems you already run.
What happens when an agent gets something wrong?
Every agent has designed-in checkpoints where a person decides, and an evaluation suite we re-run as models change. Low-confidence work goes to your team, not your customers.
Where does our data go?
Agents run in your cloud account on your chosen model provider. Security and data posture are designed with your team before anything is built.
What does the fixed fee cover?
Each stage is scoped and priced before it starts: the diagnostic, the first build and ongoing operations. The diagnostic tells you what the build will cost before you commit to it.
Book a diagnostic
Find out where AI pays for itself.
Tell us about your company. We'll set up a short call to see whether a diagnostic makes sense.
Prefer email?
one@onecirclemedia.com
31 Hudson Yards, 11th Floor, New York