AI advisory & implementation
LAMO Ventures is an AI advisory and implementation firm. We help established companies identify where AI can improve the business, then build and deploy the systems that do it.
The market problem
Most companies have more AI ideas than they can pursue. Whether the program produces a measurable result in the P&L usually comes down to six questions.
Most companies have a long list of candidate projects and no agreed view of which ones justify the investment.
Some problems are solved by a vendor contract, others by a few weeks of engineering. Deciding early which is which avoids wasted quarters.
A system designed without reference to how the work is done today tends to get worked around rather than used.
A working demo is the easy part. Production means handling edge cases, permissions, hand-offs, and failure modes.
If no baseline is captured before the work starts, there is no way to say afterwards whether it worked.
The people who are supposed to use a system determine whether it succeeds. Bringing them along is part of the work.
LAMO Ventures closes the gap between AI experimentation and operating results.
What we do
Each engagement is scoped around a measurable outcome. If we do not think a problem has one, we will say so before you spend anything.
We identify where AI can affect revenue, margin, speed, or customer value in your business — and which candidate projects are not worth doing.
We build and deploy working systems using current models, automation, conventional software, and workflows designed around the people who use them.
We redesign the process around the new capability: training, governance, roles, and the integration work that determines whether the change lasts.
We work with investors and operating teams to assess companies, build transformation plans, and run improvements across several businesses at once.
How we work
We put particular weight on step two. A project that never measured its starting point cannot show what it changed, and most AI projects never measure their starting point.
Agree on the business problem worth solving. It is often different from the one first described to us.
Establish a baseline for cost, time, quality, risk, or revenue before any changes are made.
Design and implement alongside the people who understand the work, because they know where it breaks.
Move past the demonstration into reliable daily use, with the monitoring and fallbacks that requires.
Measure the change against the baseline, then capture what is reusable so the next one is faster.
Who we help
We do our best work in companies that already have a sound business and still run on manual processes. Most of the companies we work with share several of the following traits.
Repeat customers and durable relationships — the asset our work builds on.
An established position in a market, with room to grow it.
Work done the same way a thousand times a month, mostly by hand.
The information exists, but it is spread across systems that were never designed to work together.
Someone senior who is prepared to change the underlying process, not only add software on top.
Revenue, margin, speed, or customer experience — with room to move.
Our work assumes the business is already sound. We are not a turnaround firm.
Our model
We think our compensation should track the value we help create. Over time that principle changes what the business looks like, so we describe the stages here.
Today
LAMO Ventures earns project fees by producing measurable results. This is the whole of the business as it operates today.
Where it fits
Compensation may include success fees, recurring economics, or co-investment where we help create substantial long-term value. Available to discuss now, engagement by engagement.
Long-term direction
Partnering with investors to acquire established businesses where technology and operational change can create significant value — under an independent-sponsor or long-term holding model.
For the avoidance of doubt: LAMO Ventures is an advisory and implementation firm today. We have not raised a fund and we do not hold a portfolio. The second and third stages describe the direction we intend to take and the terms we are open to discussing. They are not descriptions of current operations.
Why LAMO Ventures
We write the code, build the integrations, and stay involved until the system runs reliably without us. The deliverable is a working system rather than a set of recommendations.
We choose technology based on the economic problem. The right answer is sometimes a model, and sometimes a revised process or an off-the-shelf tool.
The people who assess the problem also build the solution. We do not staff engagements with layers of junior consultants.
We are open to structures that tie what we earn to what we help create — success fees, recurring economics, or co-investment where it makes sense for both sides.
Engagement models
We do not publish a rate card, because the right structure depends on the problem, the ownership of the result, and how much of the outcome we can influence.
Every engagement begins the same way: a defined problem, a measured baseline, an agreed scope, an owner for the result, and a measurement plan agreed before the work starts.
Team & network
LAMO Ventures operates with a small core team and a network of experienced AI builders, product leaders, operators, and business strategists. Each engagement is staffed with the specialists the work requires, and no more.
Models, evaluation, retrieval, and agents, with experience of what holds up in production.
Deciding what gets built, and making it usable under real working conditions.
Extracting information from existing systems and putting it in a form models can work with.
People who have run a P&L, a service organization, or an operations floor themselves.
Training, adoption, and the organizational work that determines whether a system gets used.
Pricing, market position, and the case for whether a piece of work is worth doing.
If you build production systems, or you have operating experience in the kinds of businesses we work with, we would like to hear from you.
Start here
If you lead a business, manage a portfolio, or see an acquisition where AI could materially change the economics, we would like to hear about it.