EigenVerity
You know your work. We know the numbers.

Know what's coming. Not just what already happened.

Your business is already telling you where it's headed — in your invoices, your job records, your schedule. Most owners never get to hear it, because nobody has time to do the math. We do the math. You get the busywork off your plate, a straight read on how things are actually going, and enough warning to do something about what's next.

Book a free call → See what we do

Built around how you already work — not a program you have to bend your business around.

An example report — yours is built from your own numbers.

How far it goesThe work runs itself→What happened→What's coming→What to do about it
What we do

Four rungs. Most people climb them in order.

Each one is worth having on its own. Together they turn a business you run on instinct into one you can also see coming.

01

The work runs itself

The typing, copying, and chasing that fills your week — quotes, intake forms, scheduling, reminders, the monthly report nobody wants to build. Some of that is plain automation. Some of it needs an AI — reading a messy stack of documents, or answering the same customer question for the hundredth time. Either way it happens on its own, so your people spend their day on the work only they can do.

02

You see what actually happened

Not a guess, and not last year's tax return. Which jobs made money and which ones only looked like they did. Which customers are worth the trouble. Where the profit leaks out between the quote and the invoice. It's all sitting in your records already — it just needs the math done.

03

You see what's coming

This is real forecasting — the same kind of work a big company's analytics team does, pointed at your business. When cash gets tight and by how much. Which customers have gone quiet and are about to stop calling. Whether next quarter's work is actually covered, or you're two crews short and don't know it yet.

04

You know what to do about it

Seeing a problem is half of it. The other half is the answer: which crew goes where and in what order, what to charge for a job like this one, when to hire, what to stock. These are hard math problems with real answers — and finding those answers is what we're actually good at.

How deep it goes

The same customer, seen four ways.

Take one customer at a landscaping company, and what each rung tells you about them. Every rung is useful. The last one is where the money is.

Rung 01It runs itself

"Miller Farms' invoice went out Friday, on its own. Nobody had to remember."

Rung 02What happened

"Miller Farms looks like your third-biggest customer. They're actually losing you money — their jobs run 22% over what you quote, every time."

Rung 03What's coming

"At the pace they're booking, Miller Farms will cost you about $14,000 by December — and they take up the crew you'd need for the Colton job."

Rung 04What to do

"Re-quote Miller Farms at $2,850 a visit. If they walk, take the Colton job instead — you come out $9,000 ahead either way."

Most people can get to rung two with a good bookkeeper. Rungs three and four are the part that needs real math — forecasting, pattern-finding, and optimization. That's the work we do. You don't need to become an analyst. You should always be able to see where a number came from, and why it points where it does.

How it works

Start small, on one real problem, with nothing locked in.

Same five steps every time, so you always know what happens next and what you're agreeing to. You decide whether to keep going after each one.

01

We talk

A call where you walk us through how the work actually gets done today.

02

We take a look

A close look at your day-to-day, and a short plan: what to fix first, and what it's worth.

03

We build the first piece

You see exactly what gets built and how long it takes. Nothing starts until you say go.

04

We hand it over

We show your people how to run it, in plain language, and write it down.

05

We keep it running

We host it, watch it, fix it when it breaks, and send your monthly report.

Who we work with

People who know their trade — and want the numbers to match.

A contractor, a church office, a farm, a family clinic. Different work, same story: years of knowing exactly how the job gets done, and no time to sit down and work out what the numbers are saying about it. That's our half.

What we do

Helping more customers find you — and then it runs without you.

Where your work actually comes from. What a recommendation is worth, and what to offer for one. What a single unhappy customer costs you next door. Then it happens on its own, whether or not anyone has a spare ten minutes.

See how we do it →
Where your customers come from
What a recommendation is worth
What one unhappy customer costs
Where you are not being seen
What we found

We studied close to a million service visits across more than twenty companies.

What one missed standard costs you in future revenue. What the fixed weekly round is quietly costing. What happens to a schedule built on averages. Written for the person who runs the business, not for researchers.

Read the study →
20+companies
~11,000properties
~920,000recorded visits

The same math applies wherever work repeats and a standard has to hold: construction and trades, landscaping and lawn care, farms and growers, repair and maintenance, dental and medical offices, veterinary clinics, law offices, churches, schools, nonprofits, galleries and venues, city and county offices.

Ehsan Ardjmand, founder of EigenVerity
Who's behind this

Ehsan Ardjmand, PhD

Founder

EigenVerity was founded by Ehsan Ardjmand, who holds a doctorate in systems engineering. He spent fifteen years in industry and consulting — across retail, supply chain, manufacturing, warehousing, software, and construction. For more than a decade since, he has taught business analytics to graduate students and published peer-reviewed research on the same problems. He also heads AI research at ReasonOS, an AI software company.

His field is the part that is hardest to buy in: working out what is coming, and what to do once you know. He has built an inventory system for a national retailer that saved an estimated $5.2 million a year. He has cut picking times for a global logistics company.

Not every job needs that much math, and most don't. Plenty of the work is simpler — a report that builds itself, a reminder that goes out on time, a number somebody has been adding up by hand. Those are often the first things we build, and the fastest to pay for themselves.

He does not work alone. EigenVerity draws on a network of colleagues across industry and several universities, and brings in the right specialist when a problem calls for one.

The firm exists because this kind of help is normally pointed at organizations with a thousand employees. It works just as well for one with twelve.

Full background →

Eigen is an old word meaning your own — the thing that belongs to you and nothing else. Verity means truth. Put them together and you get what we're here to do: find the truth of how your business runs, and build around that — not around what worked for somebody else.

What you're actually paying for

Serious analytics. Delivered in plain English.

Some of what we do is straightforward — a reminder that sends itself. Some of it is real AI — models that read your documents, learn your patterns, and work out what happens next. It is the same kind of math the big firms run, pointed at a business your size. You shouldn't have to care which is which. You just need it to be right, and to arrive in words you can act on.

Hours back in your week.

The repetitive work runs on its own. You get the evenings back.

Warning before it costs you.

Cash getting tight, a customer about to leave, a month you're not staffed for.

An answer, not just a chart.

What to charge, who to send, when to hire. One page a month, in plain numbers.

Bring us one question you can't answer.

"Which jobs actually make me money?" "Will I have the cash in March?" "Should I hire?" Or just point at the task that takes too long. We'll tell you, free and straight, whether we can get you a real answer and what the smallest first step looks like. If we can't help, we'll say so. You'll be talking to Ehsan, who does the work — not a salesperson.

Book a free call →