AI consulting · Strategy → Build → Automate
AI that ships revenue,
not slideware.
KonvertStack is the boutique team companies bring in when the AI pilots have stalled and the board wants a number. We diagnose where AI actually pays, build the thing, and hand your team the keys — in weeks.
Teams that stopped experimenting and started shipping
Why teams call us
Most AI projects die in the gap between a demo and a dependable system.
A prototype impresses in a meeting and falls apart with real users. We live in that gap — the evals, guardrails, integration, and change management that turn a clever demo into something your business can actually lean on. That's the work. That's all we do.
No slide-deck theater
We're builders. Every engagement produces a working system, not a strategy binder that ages on a shelf.
Senior people only
You work directly with the people writing the code and making the calls — never a rotating cast of juniors learning on your budget.
Priced to a number
We agree on what success looks like before we start, put it in writing, and measure against it. No moving goalposts.
What we do
Four ways we turn AI into margin.
42+
AI systems shipped to production
3.4×
median return on engagement
6 wks
average time to first live result
96%
of clients start a second project
The engagement
A method built to earn the second project.
Tight, transparent, and designed so you own everything at the end. Here's exactly how a KonvertStack engagement runs.
Diagnose
A short, intense discovery. We learn your business, your data, and where the real money and friction live — before recommending anything.
Scope
One sharp problem, one success metric, one fixed price. No open-ended retainers, no scope creep, no surprises on the invoice.
Ship
Senior builders embed with your team and get a working result in front of real users fast — then harden it with evals, guardrails, and monitoring.
Transfer
We hand over a trained team, documentation, and a dashboard. You own the system and the knowledge — we're a phone call, not a dependency.
In their words
The outcome is the only pitch that matters.
KonvertStack didn't hand us a strategy deck and disappear. They shipped a support copilot that deflects 38% of tickets and trained our team to run it. That's the whole difference.
Elena Márquez
VP Customer Experience, Northwind SaaS
We'd stalled on AI for a year — too many vendors, no plan. Their roadmap cut through it in two weeks. Six weeks later we had our first automation live and paying for itself.
David Okonkwo
COO, Meridian Logistics
The evals and guardrails they insisted on felt like overkill until launch week, when they saved us from shipping something embarrassing. Senior people who've done this before.
Priya Raman
Head of Product, Lumen Health
Our promise
We protect the relationship, not the invoice.
Milestone guarantee
Miss an agreed milestone and we fix it on our time before moving forward.
You own everything
Code, docs, dashboards, and a trained team. No black boxes, no lock-in.
Data stays yours
MSA and DPA before any access. We never train third-party models on your data.
Senior, start to finish
The people in the kickoff are the people who ship. No bait-and-switch staffing.
Before you ask
Fair questions, straight answers.
No armies of juniors, no six-month discovery. You work directly with senior builders who ship code and own outcomes. Engagements are scoped in weeks, priced clearly, and measured against a number we agree on up front.
That's exactly what the AI Strategy engagement is for. In two weeks we'll tell you honestly where AI pays for your business, where it doesn't, and what to do first — even if that answer is 'not yet.'
Always. We build into the tools and infrastructure you already run, and we embed alongside your engineers so knowledge stays in-house. Every engagement ends with a trained team and handover docs, never a black box.
Projects are fixed-scope and fixed-price, typically ranging from a focused strategy sprint to a multi-month build. You'll get a clear proposal with deliverables and a timeline before you commit a dollar.
We default to your infrastructure and your model providers, sign an MSA and DPA before any access, and design for data minimization. We never train third-party models on your proprietary data. Details are in our Privacy Policy.
We define success criteria in writing before we start. If a milestone misses, we fix it on our time before moving on. We'd rather protect the relationship than the invoice.
Start the conversation
Let's find the one AI project worth doing first.
A 30-minute strategy call, no pitch deck. We'll pressure-test your idea, tell you honestly whether it's worth building, and if it is — exactly how we'd approach it.
Typically respond within one business day · No obligation