You're comparing AI consulting firms. Most of what you'll hear this week is a deck. Here is what we think you should actually compare — including the cases where we'd point you at someone else.
Boring AI is a boutique AI consultancy, Brisbane and Berlin, working worldwide. Senior only, by design: PhDs and production engineers who ship AI products of our own (see Labs) with the same workflows we sell. We don't resell a platform, and roughly a third of the AI ideas we assess get an honest "don't build this" — before you spend, not after.
How We Compare — Honestly
vs. a big consultancy
Right choice when you need fifty people and a program office. You'll get a framework, analysts, and engineering at arm's length. With us the assessment and the build are the same senior engineers — code appears in week one, not in phase three.
vs. a dev shop
Right choice when the spec is already correct. A dev shop builds what you ask for. We first tell you whether it should be built at all — that "no" a third of the time is the most valuable thing we sell.
vs. a freelancer
Right choice for a small, well-bounded task. But one person rarely covers research depth, data engineering, and production practice at once — and at handover you're left with a gap, not a capability.
vs. hiring in-house
Right choice long-term — and we actively help you get there: we build, train your team, and hand over. Until then, a senior team on tap beats a six-month recruiting cycle for a role you can't yet interview for.
The Team You Get
Senior engineers and computer-science PhDs — people who have trained models from scratch and shipped AI systems at some of the world's largest tech companies. The engineers who assess your problem are the engineers who build it: no handoffs, no juniors learning on your budget, no bench of anonymous "resources". One accountable counterpart from first call to handover.
Proof We Ship
- Privacy-critical healthcare: fine-tuned an LLM for a medical software company where patient data never leaves their infrastructure — delivered as a working POC integrated with their product.
- Production at scale: AI product search and a recommendation chatbot for a major online retailer — live, serving customers daily.
- Strategy that shipped: AI transformation for a content-creator platform, from roadmap to launched AI community features; AI discovery and roadmap for a large enterprise.
- Our own products: we run Labs — a voice interface, on-device LLM research, an AI news product. We eat what we cook, daily.
Want the two-minute version of any of these? Ask on the call.
How Buying Us Works
1. Free 30-minute call
With a senior engineer. You describe the problem; you leave with a first read — including "don't use AI for this" when that's the truth.
2. Fixed-scope entry
Small, priced up front, judged on delivered work: a 2-week Opportunity Scan, a ~4-week POC Sprint, a 1–5 day team training, or a 4-week workflow pilot.
3. Build, hand over, leave
If it works, we embed month-to-month to take it to production — in your repos, on your infrastructure. You own the code and models. No lock-in; the exit is designed in from day one.
Five Questions to Ask Any AI Consulting Firm
Use these on everyone you're evaluating, including us:
- "Who exactly will do the work?" Ask to meet them before signing. Us: the senior engineers you meet on the first call — that's the whole answer.
- "What have you shipped to production — not demoed?" Demos are cheap; production is where AI projects die. Us: see the proof list, and Labs.
- "When did you last tell a client not to build something?" A firm that never says no is selling billable hours. Us: about a third of assessed ideas.
- "What do you resell?" Platform partnerships shape recommendations. Us: nothing. Commercial APIs, open-weight, or your own hardware — whatever fits.
- "What happens at handover?" If the capability leaves with the consultants, you rented, not bought. Us: your repos, your models, your trained team.
When We're Not the Right Firm
- You need dozens of consultants on-site running a multi-year program — that's a big-firm job.
- You've already decided and want a deck that validates the decision — we'd assess it honestly, which may not be what you're buying.
- You're optimizing for the cheapest possible day rate — senior-only has a price; it's the point.
FAQ
How much does AI consulting cost?
Entry engagements are fixed-scope, so you know exactly what you get: the AI Opportunity Scan runs 2 weeks, the AI POC Sprint about 4, trainings 1–5 days. We scope and price on the intro call once we understand the problem — no obligation, and if AI is the wrong answer we say so before you spend.
How are you different from other AI consulting firms?
The people on your first call are the people who do the work — senior engineers and computer-science PhDs who have shipped production AI systems, including at some of the world's largest tech companies. No handoffs to juniors, no platform to resell, and honest verdicts up front.
Do you do the implementation, or just the strategy?
Both, and that's the point. The consultants who write your roadmap are the engineers who can stay to build it — which keeps the recommendations grounded in what's actually buildable. A strategy nobody can execute is a very expensive PDF.
Who owns the code and models you build?
You do. We're vendor-neutral, we build in your repositories and on your infrastructure where possible, and the engagement is designed around handover: your team runs the result without us. No platform lock-in, no long contracts.
Where are your AI consultants located?
Home bases in Brisbane, Australia and Berlin, Germany; clients worldwide. We're remote-first and come on-site for kickoffs, workshops, and embedded phases when it matters.
Put us on the shortlist, then test us
A free 30-minute call with a senior engineer. Bring your hardest question — that's what the call is for.
No pitch deck, no obligation. If AI is the wrong answer for your problem, we'll tell you that too.