Operations engineering · Professional services
Your work isn't slow. It's waiting.
Caprenna helps 10–50 person professional services firms who are growing faster than their back office can handle get 20+ hours a week back — by engineering AI into the work they already do. We implement, and we stay.
The finding
Total handling time: four hours. Elapsed time: eleven days.
We follow one real job through your firm — one matter, one onboarding, one month-end close — from first contact to cash collected. Not how it's supposed to go. One that actually happened, with a name and a date on it.
In almost every firm this size, the work is fast and then it sits. The waiting is where the money is, and most owners have never seen that number written down. That gap is the first thing we hand you.
The sequence
Process first. Systems second.
Data third. AI last.
These aren't categories for tidiness — they're a dependency order. Every failed AI project we've examined skipped one of the first three, and it skipped it because skipping was cheaper to sell.
Process
How work actually moves — not how the org chart says it does. Where it stalls, gets re-entered, or lands on one person.
Systems
What's paid for, what's used, what overlaps. Fewer tools connected properly beats more tools.
Data
Where the truth lives for each thing you care about — client, matter, invoice, lead — and what happens when the person who knows leaves.
AI
Triage, drafting, document generation, internal assistants. Last, because it multiplies whatever it's pointed at — including the mess.
The Sequence Gate
A finding can't enter the build ahead of its prerequisites. If a Layer 4 item depends on a Layer 1 defect, either the Layer 1 fix comes with it or the item is deferred and labelled sequence-blocked in the report. It's what stops an engagement becoming a wish list sorted by excitement.
Engagements
Three ways to work with us
Each one earns the next. We never quote a build before the audit is delivered — that's what makes fixed pricing possible without surprises on either side.
Audit
$2,500 – $5,000
We map how work actually moves through your firm, measure where the hours leak, and hand you a ranked plan — every finding carrying an hours-per-month figure and a confidence rating.
Build
$10,000 – $20,000
We implement the top two or three findings. Acceptance criteria are written at audit signature, not negotiated at delivery — a fixed price without them isn't a fixed price.
Refinement
$3,000 – $5,000 / month
Systems drift, staff change, platforms update. Every month: what broke, what slowed, one or two new workflows, and a report in plain numbers.
How we work
We don't quote a build before we've measured the problem.
A fixed price is only safe if the scope is known. The audit is how it becomes known — and you pay for that discovery instead of us hiding it inside a padded build price.
Engagements don't die from bad work. They die waiting.
So every project names one person on your side with authority, every task carries a date and an owner, and anything sitting ten days gets a phone call — not another email.
Writing
What we've worked out so far
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Aug 2026 · 6 min
Your work isn't slow. It's waiting.
Handling time and elapsed time are different numbers, and almost no firm has ever put them side by side. What happens when you do.
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Aug 2026 · 5 min
Automating a broken process just gives you a faster broken process
Why the order — process, systems, data, AI — is the whole argument, and what it costs to skip a layer.
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Aug 2026 · 4 min
The most credible page in any consulting report is the one that says no
Every declined item looks like revenue walking out the door. It's the reverse.
Tell us what's taking too long.
If we're not the right fit we'll say so on the first call, and point you somewhere better.