The startup selling "Consulting 2.0" - and quietly rooting for the old model to collapse.
CAPTION: The logomark, black on white, photographed straight-on. A wordmark for a company that would rather ship an operating system than a slide deck.
Somewhere in a River North office in Chicago, a team is doing something faintly heretical: building software that makes their own industry's business model obsolete. Quantum Rise calls it "Consulting 2.0." The rest of the trade might call it a threat. The traditional consulting engagement - a small army of smart people, a very large invoice, and a deck thick enough to prop open a door - runs on billable hours. Quantum Rise runs on an operating system.
That operating system is QR/OS. Around it sits a repeatable methodology and a bench of forward-deployed experts who embed inside a client's business rather than parachute in for a workshop. The pitch is refreshingly plain: start with the outcome you want, then work backward to the AI that gets you there. Products, not projects. It sounds obvious. Almost nobody does it.
The company emerged in July 2024 with a $15 million seed round from Erie Street Growth Partners and a founder who has done this dance before. It targets a specific and underserved crowd - mid-market companies that generate real revenue but can't justify a Deloitte-sized retainer. The gap between the giants and the boutiques is, it turns out, an enormous market. Quantum Rise planted a flag there and started building.
What makes it worth watching is not the AI - everyone has AI now - but the honesty. Its founder will tell you, on the record, that the industry he operates in is about to fall over. Then he'll offer to help you get ahead of the wave. It is either the most self-aware consultancy in America or a very confident bet. Possibly both.
Consider the shape of the incumbent bargain. A large firm arrives, interviews your people, and hands back a strategy document that is, if you squint, a mirror: it tells you what you already suspected, dressed in a font you didn't choose. The value was real but it was also perishable. The moment the consultants left, the knowledge left with them. Quantum Rise's argument is that this arrangement was always a bug pretending to be a feature. If the insight can be encoded, deployed, and left running, why would anyone rent it by the hour?
That is the quiet radicalism inside the word "operating system." A consultancy sells you an answer. An operating system gives you the machinery to keep producing answers after the invoice is paid. It is the difference between being handed a fish and being handed a boat, a net, and a crew that stays aboard. Whether QR/OS fully delivers on that promise is the open question of the company's second year - but the framing alone reorders what a client should expect to keep.
The entire consulting industry is about to come crashing to the ground because it's built on people's time and lack of automation. We will bring heavy engineering to the space.
Quantum Rise packages AI capability the way a software company ships features - not the way a consultancy sells hours. Here is what a client actually buys.
An enterprise-grade AI operating system that deploys, orchestrates, and governs AI across the business - the backbone everything else plugs into.
A products-not-projects approach: begin with the client's goal, work backward, and tie every build to measurable revenue or cost outcomes.
An honest assessment of AI maturity, followed by a roadmap and pilot projects - so the first move isn't a leap of faith.
Specialists who work inside the client organization instead of delivering from a distance. Proximity beats presentation.
Workforce training and change management, because the hard part of AI was never the model - it was the humans who had to trust it.
A team of 100+ serving clients across North America, Europe, and South America, spanning retail, healthcare, construction, and PE portfolios.
Kelleher is not a first-timer. Before Quantum Rise he built adtech company Cognitive Match, acquired by Magnetic in 2014, with earlier ventures tied to the Adobe/Omniture and Deloitte worlds. That resume matters here: he has sat inside the consulting machine and the software machine, and he's decided the future belongs to the one that scales without a timesheet.
His investors agree. Erie Street Growth Partners says the team "uniquely understands how to apply data, automation and AI to augment human intelligence and drive growth." Which is investor-speak for: this person has done the hard part before.
There is a pattern in Kelleher's ventures worth naming. Each one took a human-heavy process - matching ads to people, tuning websites to visitors - and taught a machine to do the tedious middle of it. Quantum Rise is the same instinct pointed at a bigger, slower, more comfortable target. The consulting industry has resisted automation not because it couldn't be automated, but because the people inside it were paid handsomely for it not to be. That is precisely the kind of contradiction a repeat founder learns to hunt for.
Emerges from stealth with a $15M seed round led by Erie Street Growth Partners. TechCrunch runs the story.
Builds out the QR/OS platform and Consulting 2.0 methodology; names retail analytics platform dunnhumby among early customers.
Launches an Ambassador Program to advance AI transformation consulting and community-led growth.
Positioned around QR/OS, a training academy, and forward-deployed experts serving clients across three continents.
Deloitte is too expensive for a $300M company. A three-person boutique can't deliver at scale. Quantum Rise aims squarely at the businesses stuck in between - across retail and CPG, healthcare, construction, and private-equity-backed portfolios - and sells them AI they can actually measure.
These are companies with real complexity and thin patience for theater. A private-equity owner wants a portfolio company to run leaner by next quarter, not to receive a maturity model in a leather binder. A grocery analytics platform like dunnhumby lives and dies on the speed of its data. For clients like these, "measurable outcomes" is not a marketing phrase - it is the only currency that clears. Quantum Rise's whole method is built to answer one deflating, essential question that most AI projects never survive: did it actually move the number?
The uncomfortable truth of this moment is that the technology is ready and the org charts are not. Models can draft, forecast, route, and summarize. What they can't do is convince a skeptical operations lead to change a workflow she has run for a decade. That is why the training academy and the ambassador program are not garnish - they are the load-bearing wall. Sell the software all you want; if nobody trusts it, it gathers dust behind a login.
Curated searches for founder interviews and product walk-throughs. Links open external video results.
Return to that Chicago office. The heresy that looked faintly reckless a few paragraphs ago looks, on second glance, more like a wager placed early. If Quantum Rise is right that consulting was a business of billable time waiting to be automated, then the team in River North isn't burning the house down - they are quietly rebuilding it around a different load-bearing idea. Products that persist. Experts who stay embedded. Outcomes you can put on a chart instead of in a binder.
None of this is guaranteed. A $15 million seed buys runway, not certainty, and the giants it needles have deep pockets and no intention of standing still. The gap in the market is real, but so is the difficulty of shipping software into messy, half-ready organizations. The honest version of this story ends with a question mark, not a trophy.
Still, there is something clarifying about a company willing to say the quiet part aloud - that the old model was built to resist the very automation now bearing down on it. Whatever else Quantum Rise becomes, it has already done the useful thing: named the contradiction, and started building on the other side of it. The office lights stay on late. Somewhere, a workflow that used to take a week is finishing in an afternoon. That is the whole pitch, running quietly, in the background.