Every enterprise has AI.
Where are the returns?
They arrive with us: advisors to your leadership team, and the operating team that builds and runs AI across your business.
BeanSprout AI is a boutique AI consulting firm. Our senior team works with your leadership to determine where AI creates value, establish the governance before it scales, build it into your operations, and operate it as a managed service. Everything we build remains yours.
A Charter is a fixed-fee diagnostic of three to ten days: a costed, governed plan for where AI belongs and how it will be run, with no obligation beyond it.
Three steps from the first decision to AI running day to day.
Your leadership sets the rules first: what AI may do, who approves it, and who can stop it. Four one-hour sessions, then we run the intake, the registers and the reviews for you.
The systems that hold your processes are documented, standardized and made ready for AI. Assessed in days, modernized at no upfront build cost, and kept current under management.
AI takes on defined business processes under those rules, with your people in the loop: action limits, stop authority, monitoring and value measurement for every agent.
The models are the same everywhere. Your operations are not.
Every major platform now sells the same AI at about the same price, with agents that run on their own and a map of how your business works. What still sets your business apart is the way it actually runs: the logic, the exceptions, the judgment, and the decisions about what AI may do. No platform sells those decisions. Someone has to make them.
The processes, judgment and exceptions that make a business worth owning should stay its own property, whoever supplies the models.
Intelligence is becoming a utility. The decisions, and the business they produce, are yours.
We make those decisions with you, and what we build stays yours to own and to move, captive to none.
Built for the people who run the business.
Whether it’s a deal table or a founder’s desk, the pressure to make AI actually perform is the same, and so is the standard we hold it to.
Enterprises & institutions.
Large organizations that want AI built into their operations and run to a real standard, where it moves the business.
Private equity, M&A & venture.
Diligence on a deal clock, operations through the hold, and evidence an exit process can stand on, engaged at the fund or inside the portfolio company.
Mid-market & growth companies.
The senior AI operation you can't yet justify hiring in-house, run as an extension of your team, for as long as you need it. The discipline of a far larger company, available now.
An operating partner across the portfolio.
For private equity and M&A, the case is simple: one partner who brings AI into every portfolio company, governs it to one standard, and moves EBITDA and margin over the hold, with the gains attributable and defensible at exit. We operate to that number and report against it.
Built by principals. Run by the same team. Owned by you.
Three things hold on every engagement, without exception.
You own the IP. The cloud is just where it runs.
We build your operating layer outside any vendor and land it on whichever cloud your companies already use, or on your own infrastructure. No reseller agreements, no house product: the architecture serves your requirements alone.
We run what we build.
The team that designs and builds a system is the team that operates it in production. The expertise you evaluate is the expertise that runs the business.
Principals lead every engagement.
Research scientists, AI engineers, and operators who have answered to boards and to public-market shareholders, leading engagements directly, not staffing them out.
Research, published openly.
BeanSprout Labs publishes frameworks, technical analysis, and a continuous read on the AI infrastructure market. The same research informs every engagement.
Explore BeanSprout Labs →Answers, up front.
What does BeanSprout AI do?
BeanSprout AI is a boutique AI consulting firm. We advise your leadership on where AI will create value, set the rules first, build it into your operations, and run it for you day to day as a managed service, for as long as it is live. Results are measured in revenue, cost and margin, and everything we build is yours to own.
How does BeanSprout work with a company?
First as advisors to leadership: where AI will create value, and under what rules. Then as the team that builds it into your operations and runs it day to day, deciding process by process what runs, under whose approval and at what cost against the result. Private equity firms often fill this seat with an operating partner. BeanSprout provides it as a firm, to companies directly and to sponsors across a portfolio, and runs the operation as a managed service.
Who does BeanSprout work with?
Private equity, M&A, and venture firms, from diligence through exit, operating AI inside portfolio companies to move EBITDA and margin across the hold. Alongside that, mid-market and growth companies that need a senior AI operation but can’t yet justify building one in-house, and selectively, enterprises and institutions. By industry, that spans life sciences, manufacturing, healthcare, and technology: anywhere AI has to perform under real conditions and someone has to keep it performing.
How is BeanSprout different?
We hold no house product and resell nothing, so the recommendation is set by your requirements alone. We start with governance, so AI scales under rules your leadership set. And what we build stays yours: an owned, transferable asset on your balance sheet that runs on whatever your companies already use and can move. You own the IP; the cloud is just where it runs.
How does an engagement start?
Every engagement begins with a Charter, a fixed-fee diagnostic of three to ten days that produces a costed, governed plan for where AI belongs and how it will be run. It stands on its own, with no obligation beyond it.
Which AI platforms does BeanSprout use?
Whichever your business already runs on. We build the operating layer to run on any cloud and route to any model, choose each for the requirement in front of us rather than a house product, and revise as the field changes.
Where is BeanSprout AI located?
BeanSprout AI is headquartered in Atlanta, Georgia, with offices in San Francisco and Honolulu, and serves clients across the United States.
Begin with a Charter.
The Charter is a fixed-fee assessment, delivered in three to ten days. We pinpoint where advanced AI belongs in your operations, and where it does not, then turn it into a costed, governed plan you can act on immediately. No retainer, no obligation: real clarity in days, whether or not we build what comes next.