AI Automation · For teams of 10 to 500

The boring work your team does every day. Automated.

Your team is busy. Too much of that busy is copy-paste.We find where the hours go, hand you a costed plan in 10 days, and build only what pays for itself.

$1,099 fixed price · 10 business days · You own everything we build

Trusted by leading teams at

  • Vaunt
  • Dyania
  • Atento
  • Boomerang
  • LessonFlix
  • Agrify
  • Hempitecture
  • Volato
  • Robin
  • AOI Capital

Promata launched in 2025. The team behind it has been building production software for US and Canadian companies since 2020. These are companies whose systems we built.

The work we automate

If a person does it every day, and a machine would do it better, it's on our list.

You don't need to know what AI can do. You need to recognise your own week. Here is what we find inside almost every company we open up.

01

Typing what’s already typed

Orders, invoices, and forms arrive already written. Then somebody types them into your system a second time. The customer did the data entry. You’re paying to do it again.

02

The report that eats a Thursday

Export, paste, reconcile, format, send. Every week. For numbers already sitting in three systems that could have assembled it overnight.

03

Chasing

Where’s the approval. Did the client reply. Has it shipped. Half your team’s job has quietly become following up on the other half.

04

The spreadsheet that secretly runs the company

Undocumented, unbacked-up, and fully understood by one person who is currently on leave. Every company has one. Most have four.

05

Answering the same twelve questions

By email, by phone, by chat, internally and externally, all day. The answers haven’t changed in two years. The asking hasn’t stopped either.

06

Being the integration between systems

Your CRM, accounting, ops tool, and inbox don’t talk to each other. So a person copies between them. That person is the API.

None of this is a technology problem. It's a measurement problem. Nobody has ever counted what it costs, so nobody has ever fixed it. Counting it is the first thing we do.

Where we work

We have never met an industry
without a copy-paste problem.

The vocabulary changes. The pattern doesn't: something arrives, someone re-types it, someone chases it, someone reports on it.

Not on the list? Say so on the call. Across a hundred-plus projects, “our business is different” has usually been true about the vocabulary and wrong about the workflow. When it isn't, we say so.

Our story

We didn't start with clients. We started with ourselves.

Before we sold this to anyone, we ran it on ourselves. We mapped every workflow, ranked every manual task by what it cost us, and automated in that order.

Manual work fell from 87 hours a week to 35. Same output, same headcount, nobody laid off.

That experiment became the Execution Blueprint™. We're not selling a theory. We're selling the thing that worked on us first, in the same order it worked.

Manual hours per week, falling from 87 to 35 over twenty weeksPromata's own weekly manual work fell from 87 hours to 35 across twenty weeks as eight automations shipped. The line rises in week 13, when a duplicate-detection change had to be reworked.0255075Invoice intakeStatus reportingClient onboardingDoc requestsQuote assemblyInternal Q&ACRM syncTimesheet rollup87 hrs35 hrsWk 1Wk 5Wk 10Wk 15Wk 20MANUAL HOURS PER WEEK
Baselined — how we measurePromata internal operations, 2025
How we work together

Know exactly what to build.
Then build it.

Two engagements, both fixed scope and fixed price. Stop after the first and you still leave with a plan any competent team could execute, including one that isn't us.

01 · Start here

Execution Blueprint™

Know exactly what to build before you build anything.

  • Operations MapYour workflows documented end to end, and where the hours actually go.
  • Opportunity ScorecardEvery automation candidate ranked by impact, effort, and value.
  • ROI RoadmapWhat to build first, what it costs, what it returns. Board-ready.
$1,099Fixed price
10Business days
4–6 hrsOf your time
Get Your Execution Blueprint →

Yours to keep — execute with us or without us

02 · Then

AI Build

Once the roadmap is clear, execution becomes straightforward.

  • Built around your workflowNo migrations. We work inside the tools you already run.
  • Shipped graduallyShadow mode, then human-in-the-loop, then live.
  • Measured monthlyOne number in writing: hours of manual work returned.
$4,500–$9,500Scoped from Blueprint
~4 wksTo production
Explore AI Build →

Every build scoped & priced before we start

Warehouse loading dock at loading time

Appointment requests, follow-ups, and routine questions arrived around the clock. An AI front desk now handles them all — humans step in only where judgment matters.

Featured case · Pet Care & Veterinary

Veterinary ops. Now handled by AI.

Appointment requests, follow-ups, and routine questions arrived around the clock. An AI front desk now handles them all — humans step in only where judgment matters.

Our process

A clear process. Tangible deliverables.

Drawn to scale. Ten days to the plan, about four weeks to the first system running in production.

Days 1–2

Discover

Deep dive into your operation, with the people doing the work.

Operations interviews
Days 3–7

Diagnose

Find where work stalls, and count what it costs.

Operations Map
Days 8–9

Prioritize

Rank every opportunity by impact, effort, and value.

Opportunity Scorecard
Day 10

Roadmap

A costed plan with timelines and next steps.

The Blueprint
Weeks 1–4

Execute

Shadow mode, human-in-the-loop, live, monitored.

Systems in production
The honest comparison

You have four options. Here they are,
including the ones that aren't us.

Automation is not the only way to solve the problem you have. Before you talk to us, it's worth knowing where each option actually wins.

Time to relief, cost, fit, ownership and accountability across four options
CriterionHire another personOff-the-shelf softwareBig consultancyPromata
Time to relief8–12 weeks to hire and train2–6 months to configure3–6 months to strategy10 days to plan, ~4 weeks to live
Year one cost$55K–$85K, recurring$20K–$100K plus licences, forever$150K+ for a document$1,099, then $4,500–$9,500, one time
Fits how you workYesYou adapt to itIn theoryBuilt around your workflow
What you ownNothingA licenceSlidesSource code, docs, credentials
Volume doublesHire againPay per seat againNew engagementThe system absorbs it
Who’s accountableYour ops managerA support ticketThe partner who sold itThe engineers who built it
Why teams choose us

The three promises we're built on.

You've been burned by an agency before. We designed that risk out.

Promise 01

Fixed prices. Always.

The Blueprint is $1,099. Every build is priced before we write a line of code. If we misjudge the effort, that’s our cost, not your invoice.

Promise 02

Hours are the metric that pays.

We report other numbers too. Only one gets reported monthly, in writing: hours of manual work returned to your team. If it dips, we fix it at our cost.

Promise 03

You own everything.

Roadmap, code, documentation. Yours. Execute with us or without us. We win by being worth keeping, not by locking you in.

What clients say

The people who lived it.

We sign NDAs before we see a single record and we keep them, which means most of our best proof arrives without a logo attached. We'll connect you with the people who said these on request.

The Blueprint gave us clarity we didn’t think was possible in ten days. It’s now the plan the board reviews every quarter.
Joe M.CEO · Industrial equipment manufacturer · ~180 staff
They understood our operation better than our own process documentation did.
William J.CEO · Multi-site healthcare services group
The rollout was the least dramatic system change we have ever done. That’s the highest compliment I can give.
Ruth S.Operations Director · Third-party logistics provider
The cost of waiting

Manual work doesn't stay the same size.

It grows with revenue. Every new client, product line, and region adds keystrokes, and the only lever most companies have is another hire. The work compounds quietly, which is why nobody notices until the ops team is twelve people and nobody can explain what half of them do.

The plan costs $1,099 once. Not knowing costs you every week you don't.

Manual hours per week10

Loaded cost per hour$45

Weeks per year52

One workflow, one year$23,400

Estimated — how we measureThat's one workflow. Most companies we open up have between six and fifteen.

Before you ask

The questions everyone has.

How much does AI automation cost for a small or mid-sized business?

For a company of 10 to 500 people, a scoped roadmap runs $1,099 fixed. Individual automations land between $4,500–$9,500, scoped from the roadmap before anything is built. A well-chosen first automation may remove 10 or more hours of manual work a week, which would pay the build back in months at almost any loaded labour rate. Your actual baseline gets measured during the Blueprint, not estimated in a sales conversation. Beware anyone quoting before they have seen your workflow.

How long does it take to implement AI automation?

Ten business days to a costed plan. About four weeks from build kickoff to the first system running in production: connected in week one, running in parallel with your team in week two, posting with human approval in week three, fully live in week four. Deliberately gradual, because trust in an automated system is built rather than announced.

What’s the difference between AI automation and RPA?

RPA follows fixed rules and clicks through screens exactly as instructed. It breaks when a form field moves or a document arrives in a new format. AI automation reads and interprets: it can handle a scanned fax, an email written badly, or a PDF it has never seen before, and it knows when it is not confident enough and should ask a human. Most real operations need both.

Do we need our data cleaned up first?

No. That request is usually how automation projects die before they start. We work with your operation as it exists, including the messy formats, the inconsistent naming, and the spreadsheet with four tabs nobody understands. Validation is part of the build, not a prerequisite for it.

What if our processes aren’t documented?

Almost none are, and the documented ones are usually wrong. Documenting how work actually flows is part of the Blueprint, not something you do before it. Clients routinely tell us the operations map alone was worth the fee.

Will our team lose their jobs to this?

We automate tasks, not roles. In every engagement we have run, the people whose work was automated moved to work that needed a human: exceptions, relationships, and the projects that had been postponed for years. In our own company, cutting manual work from 87 hours a week to 35 involved zero layoffs.

We’re not a technical company. Is that a problem?

It is the norm. You explain how your business runs, in plain language. We handle every technical decision from there. No IT team required and no committee. On software: we do not recommend buying anything new until we have shown you why it is necessary and what it replaces. Where a build needs a paid service — a model, hosting, an OCR engine — it is costed in the roadmap before you approve it.

How do you actually measure “hours returned”?

Before any build, we baseline how long the manual process takes, timed with the people doing it. After go-live, the system logs what it handles, and we report the difference monthly. Every figure we publish is labelled with how we arrived at it — the method is published in full at /how-we-measure.

Bring us your hardest operational challenge. We'll show you what's possible.

One call. Ten days. A plan your board can approve, and it's yours either way.

10 business days · Fixed price · You own everything we build