Mercova helps companies design the AI strategy, infrastructure, and marketing technology that turn "we should do something with AI" into platforms that ship — because we've been building production AI products ourselves.
One platform, end to end. This is what we build.
Most AI consultancies hand you a deck. Mercova hands you a roadmap, the infrastructure to run it, and the platform built on top — strategy through production.
We audit where AI actually creates value in your business — not where it's trendy — and sequence a roadmap your team can execute.
The unglamorous layer that makes AI real: data pipelines, model orchestration, evaluation, and cost-efficient architecture that scales with usage, not headcount.
Marketing technology with intelligence built in — so your funnel, content, and customer data work together instead of living in seven disconnected tools.
When off-the-shelf won't cut it, we design and build the whole product — AI engine, application, and infrastructure — and run it with you.
The money layer of your product — billing, payments, invoicing, and financial reporting built in from day one, not bolted on at tax time.
Demand generation, content, and SEO that compound — built on the data and automation to prove what's working and double down on it.
Every engagement is phased so you see working software early — and can stop, scale, or steer at each gate.
2–3 weeks. We map your data, workflows, and martech stack against real AI opportunities, and rank them by ROI and feasibility.
You get a sequenced AI roadmap, target architecture, cost model, and governance plan — designed for your team, not a generic template.
6–10 weeks to a production AI capability — an agent, a pipeline, a platform MVP — with evaluation and cost controls built in from day one.
We harden, optimize spend, train your team, and expand the roadmap — staying as embedded or as light-touch as you need.
We're model- and vendor-agnostic by design. We work across every major AI platform and cloud, and pick the right stack for your use case, data, and budget — not our favorite vendor.
AI & models
Cloud, servers & hosting
Plus the martech stack your team already runs — HubSpot, Salesforce, Klaviyo, Segment, GA4 — wired into the same intelligence layer.
Executive leaders and senior engineers who've built the infrastructure, tech stacks, MarTech, and marketing behind Fortune-class companies — that depth is on your engagement from day one.
AI spend scales badly when it's an afterthought. We architect for unit economics from day one — model routing, caching, and batching that keep your margins intact as you grow.
We build with your people, document everything, and train as we go. When the engagement ends, the intelligence stays in your company — not in our retainer.
An AI consulting firm helps companies decide where AI creates real value, then builds it. At Mercova that means AI strategy and roadmapping, AI infrastructure and engineering, MarTech solutions, and full custom AI platform development — from first audit to production deployment.
We're operators, not just advisors. We build and run our own AI products — including Kairos, a live AI trading intelligence platform — so every recommendation comes from teams that ship production AI, manage real model costs, and live with the architecture afterward.
A focused AI readiness assessment takes 2–3 weeks. A first production AI capability typically ships in 6–10 weeks. Full platform builds run 3–6 months depending on scope. We work in phases so you see working software early, not a strategy deck at month four.
Yes — most of our clients are starting from zero or from scattered experiments. We meet you where you are, build the data and infrastructure foundations first, and train your team so the capability stays in-house.
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.
Book a Strategy Call