pAIn Points is AI consulting and execution. We find the steps in your business that eat the most time, cost the most money and cause the most mistakes, then replace them with software that does the work for less. We build it, run it, and measure the savings.
Six months of engagements, described by the kind of problem rather than the client. Different industries, mostly confidential.
Tested decision rules against tens of thousands of historical events from public data, checked against held-out periods before anyone relied on them.
Adversarial review of 25 separate codebases, each ending in a written finding or a clean result.
347 public claims verified and ranked, and a separate set of 7,400 records cleaned into one contact-ready list.
Records and evidence packets generated, signed and traceable, replacing manual assembly.
Specifications and claim sets of a hundred pages or more, reworked against reviewer comments in days.
Always-on data collection that raises an alarm the moment a feed stops, replacing daily manual checks.
Days on a log scale. Red is our estimate of the same scope done by one experienced person working alone. Teal is our elapsed time. In every engagement we measure your own baseline first and report against it.
The same seven steps, in this order, every time. Documents tell you how work is supposed to happen. We start from how it really happens.
We sit with the people doing it and follow the spreadsheets, inboxes, re-typed fields and side conversations. We record timestamps and handoffs instead of asking for estimates.
Each step gets the same questions.
How often it happens, times the minutes, times the error rate, times the waiting. The worst one goes first, so the first fix pays for the engagement.
We build a working replacement for one part of the process and run it on your real data next to the current way, before anyone depends on it.
Bad inputs, missing files, odd cases, anything that could fail quietly. Every gap gets logged and fixed, never hidden.
Plain screens your team can use without training, a runbook, and a named owner on your side.
Before and after on the same measures, with automatic checks that raise an alarm if quality slips later.
Off-the-shelf tools charge per seat and make your process fit them. A build fitted to your process often costs less to own.
Most clients begin with a diagnosis of one process.
One painful process mapped and measured end to end, with a ranked list of fixes and what each one returns.
The replacement built and run next to the old way until the numbers prove it.
We operate and improve what we built, and you hear about problems before your team does.
At least 30% better, on the measures you already use.
Cost, cycle time, error rate, hours per week: whatever you track today. We agree the baseline with you before we start, so the bar is fair, and we keep working until you're happy with the result.
740,000+
lines of working code shipped since May, across ten separate products in six programming languages.
3,200+
rounds of revision. We test, adjust and test again until the result is right, and every change is on record.
3
U.S. patent applications pending, filed by our principal, with five more drafted. Hard ideas, broken down until they can be built and tested.
Measured on your real volumes and prices, never on best-case assumptions.
If the software you have is the better deal, we say so and leave it alone.
Send a few lines describing it. You'll get a reply saying whether it's a good fit and what a diagnosis would cover.