Most AI firms sell strategy or code. We do both — on the same engagement, with the same senior team, backed by the production platforms we run ourselves. That's why our roadmaps end in working software instead of a slide deck.
Mercova AI is an AI consulting and marketing technology firm for companies that want AI to move a real metric. We combine executive-caliber strategy, senior engineering, and MarTech execution in one team — and we prove the discipline by building and operating our own AI products, not just advising on other people's.
You get a phased engagement with working software early, unit economics designed in from day one, and every capability documented and trained into your team so the intelligence stays inside your company when we're done.
Every reason below is something we live by on every engagement — not a marketing line.
Executive leaders and senior engineers who've built the infrastructure, MarTech, and marketing behind Fortune-class companies. No junior handoffs, no bait-and-switch — the people who pitch you are the people who build.
Our own AI platforms — Atheneo, HomeServiceOne, CleanSlate — run in production every day. Every architectural call we make for you is battle-tested on systems we live with.
AI margin collapses when it's an afterthought. We architect model routing, prompt caching, batching, and per-account cost ceilings from day one, so unit economics hold as you scale.
Phased engagements with gates you can steer. A first production AI capability typically ships in 6–10 weeks. You fund the next phase only after the last one proves out.
We build alongside your people, document every runbook, and train as we go. When the engagement ends, the intelligence lives in your company — not locked behind a retainer.
You don't have to run three vendors. Advisory, build, and marketing execution are one accountable team with one contract — so nothing falls between the seams.
Most companies end up choosing between deep thinkers who don't ship, dev shops who don't think, or AI agencies chasing hype. Here's how we're different.
| Traditional consulting | Dev / offshore shop | AI agency | Mercova AI | |
|---|---|---|---|---|
| Deliverable | Slide deck & recommendations | Tickets closed to spec | Demo & prototype | Working software in production |
| Senior involvement | Partners pitch, associates work | Mostly junior engineers | Varies wildly | Senior team from pitch to production |
| Operates own AI in production | No | No | Rarely | Yes — Atheneo, HomeServiceOne, CleanSlate |
| Unit-economics discipline | Modeled, not built | Not their problem | Usually ignored | Architected in from day one |
| Capability transfer | Report & leave | You own the code, not the knowledge | Locked behind their platform | Documented, trained, and yours |
| Marketing & go-to-market | Separate practice | Not offered | Sometimes | Same team, same engagement |
Every recommendation we make for you comes from a team that ships and operates production AI — not a team that only writes about it.
An AI trading intelligence platform running in production every trading day — real market data, real model spend, real users. The proof our architecture and cost discipline hold up.
An operations platform for home-service businesses — the same MarTech, billing, and scheduling systems we design for clients, running as our own product.
A consumer marketplace stitched to a business SaaS backend — proof we can design and operate two sides of a two-sided platform simultaneously.
We say no early. That's how we can say yes with a straight face — and hit the deadlines we quote.
Mercova is a team of operators, not just advisors. We build and run our own production AI platforms — including Atheneo, a live AI trading intelligence product — so every recommendation comes from a team that ships, manages real model costs, and lives with the architecture afterward. We combine senior strategy, hands-on engineering, and marketing technology in one engagement.
All three functions in one team. You get the strategy work of a top-tier consulting firm, the shipped software of a senior engineering studio, and the demand-generation execution of a modern marketing agency — under one roof, one contract, and one accountable team.
Cost-efficiency is a standing mandate on every engagement. We architect for unit economics from day one — smart model routing, prompt caching, request batching, self-hosted where it pays, and per-account cost ceilings — so AI margin holds as usage scales instead of erasing your gains.
Yes. We build with your people, document architecture and runbooks as we go, and train your team throughout. When the engagement ends the capability stays inside your company — not locked behind our retainer. We're happy to walk away, and clients often come back because they want to, not because they have to.
Most of our clients start from zero or from scattered experiments. We meet you where you are, build the data and infrastructure foundations first, and ship a first production capability in 6–10 weeks — not a four-month strategy deck.
No. Client work belongs to the client — code, data, models, and infrastructure. Mercova's own platforms (Atheneo, HomeServiceOne, CleanSlate) are separate businesses we operate as proof of the same discipline we apply to client work.
Discovery kickoff usually starts within one to two weeks of signing. For urgent projects we can pull a senior lead in immediately while the rest of the engagement scopes up in parallel.
Book a 30-minute strategy call. We'll tell you honestly where AI will move the needle for your business — and where it won't. No slide deck required.
Book a Strategy Call