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How we build

A problem here is not managed.
It gets solved once.

Could a machine do this? We ask that before every challenge. Not with more people, but with architecture that measures whether it works. This page is the most honest part of the site.

Every number here: measured by us

Graph coding

We didn’t build a product
that is good. We built one
that improves every night.

Every night the system checks 56 metrics across the whole platform against their corridor, looks for the weakest point, backs it up with data and files a ticket by morning. A human decides. Then the effect is measured, or the change is rolled back.

Other companies book a meeting for this problem. Ours had it found, proven and solved by morning.
56
Metricschecked against their corridor every night
$2
per nightcost of the entire run
5
Tickets/dayHard cap. 900 tickets are noise.
411
Releasesin ten months. By three people.

Every number in this section: measured by us

How the machine works

Five rules

What holds it up.

  1. Unknown is a finding, not a zero.

    What cannot be measured is reported as “not measured”, never as an empty curve.

  2. Success is proof, not the absence of errors.

    A step counts as done because it leaves a trace, not because nobody complained.

  3. Every red state gets an owner and a deadline.

    Without both there is no recommendation.

  4. At most five tickets a day.

    Nine hundred tickets are not a signal, they are noise. Five are a working day.

  5. A recommendation is only finished once its effect has been measured.

    Otherwise it was an opinion.

The flow model

We don’t repair the red number. We look for the place where the flow breaks.

We treat the platform as an energy system: findings, contacts, sends, replies and closes are flow. Credit and capacity are storage. Gates and caps are valves. A failure then shows up not as noise in a curve, but as a jam in front of a valve or as storage run empty.

So before any verdict we walk the graph upstream. If something further up is empty, that is the cause, and the ticket hangs on the root, not on the symptom. A valve that has to be readjusted every day counts as a design flaw and gets rebuilt, not operated.

The model contest

The champion is
always challenged.

From a register of 144 AI models, challengers keep running against the reigning method. Winning is decided on measured results, not on opinion. If a challenger loses, it is rolled back.

144
Models in the register
−85%
checking cost as a result

The same goes for changes to the product: nothing replaces what is running until it has proven on its own metric that it is better.

Measured

411 releases in ten months. 50 in August alone. Three people.

That is why we do not measure customers per head but human intervention per successful meeting. It goes down every week: maybe 38 minutes today, then 21, then 12, then 4, then 30 seconds, then only exceptions. Every new stage is trained by people until it holds its corridor. Only then does it go on autopilot.

0
humans between market signal and meeting: the goalTarget, not status
Every week
human intervention per successful meeting goes downTarget, not status
5,518
measured development hours since 08/2025Measured

Salesystems

Who we are.

Mission
Free every company from pre-sales work. Selling is a job for people. Everything before it is not.
Vision
SAINT: the sales system that runs itself and gives every person back exactly the work they signed up for.
Yardstick
Every week, the human intervention per successful meeting goes down. Until only exceptions remain. That is the proof of the vision.
Team
Three people and Sally. Started as a Performance Sales Partner: the machine ran for paying customers before it was a product. Earned first, built second.

In customer use since 08/2024 · measuredFranziska Kühnel, CEO

Build with us

We are not looking for employees. We are looking for entrepreneurs inside the company.

Partners in sales and dev. We give shares for one hundred percent commitment. Not a job, a piece of the company.

Sales partner

Run your own customers on the platform.

A stake instead of a salary, no fixed fee. The Suite finds the signals, you run the customers and grow with what you sell.

Selling should be
fun again.

Test it for 7 days, on us: full access, personally guided. Under 10 minutes from approved access to a running campaign. Sally runs the onboarding.

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