stackforagents Dubai 20:16
Send us the problem

Send us the job your team hates.

We build the tool that does it. One fixed price, agreed before we start, from 1,500 euro. Running on your data in 5 working days. You pay the second half when it runs.

Send us the problem or email jayron@geurs.com

  • 01 · Finance teams and restaurants with delivery
  • You own the code
  • Fixed price, 5 working days
See it run: the operations agent's shift report for a Friday evening of delivery orders, with each action and its receipt
An operations agent for restaurant delivery orders. Built in one night. Click it to see it run.

02 · Checks

Three things to check before you trust us

  1. 01 Delivery orders

    It runs. Click it.

    A governed operations agent for delivery orders between apps and kitchens. It finds stuck orders and menus out of sync, fixes what a written rulebook allows, and asks a person for the rest.

    See it run

    Synthetic data, labelled as such.

  2. 02 Night to morning

    It was fast.
    One night to running.

    From an empty folder to a public agent you can click, before the morning. AI coding agents build; an engineer reads every line that touches your data before it reaches you.

    Recent work

  3. 03 7 days · 249 planted incidents

    It checks its own work.
    Misses included.

    Every action it takes is logged with the evidence and an undo. It grades itself against ground truth, per detector, per day. The numbers below come from a replayed week it was never tuned on, in the Gulf world. The weakest detector is named on the page.

    Precision
    0.98
    Recall
    0.99
    Handled without a person
    95%

    The accuracy page

03 · Work

Recent work

  1. This site

    This site, with its own experiment logging: which version you saw, which link you came from, no cookies. One night.

  2. Outreach

    Research and outreach engine: targets in, personalised notes out, one approval file, logged sends and follow-ups. One evening.

  3. Ops agent

    Operations agent for delivery orders (Canon Ops): detectors, controller with authority tiers, ledger, self-measured accuracy, architecture document. One night to running.

    See it run
  4. Venue map

    A venue map and lead score for a city: 4,520 food and drink venues, scored per buyer. One day.

04 · Write-ups

Problems we've written up

  1. 01 Operations

    Give an AI agent authority in your operations without losing control

  2. 02 Finance teams

    Reconcile bank and Stripe payouts with your ledger automatically

  3. 03 Finance teams

    Catch duplicate supplier invoices before they get paid

  4. 04 Finance teams

    Check every invoice against its agreement before you pay

  5. 05 Finance teams

    Get the data out of PDF invoices and into your accounting system

  6. 06 Restaurants with delivery

    Find stuck delivery orders before the customer calls

  7. 07 Finance teams

    Match purchase orders, receipts and invoices automatically

All write-ups

05 · PricesWhat it costs

What you can buy

  • Proof

    from 1,500 euro

    5 working days

    One workflow on your real data, fixed scope, 3 to 5 pass/fail tests written on day 1. Credited in full against a Pilot booked within 30 days.

    Not included: more than one workflow, integrations that need vendor approval.

  • Pilot

    from 6,000 euro

    30 days

    The workflow live in your systems, measured against a baseline you agree first.

    Not included: new workflows.

  • Build

    from 20,000 euro

    3 to 6 weeks

    Several workflows or a governed agent with a rulebook, a ledger and its own accuracy measurement.

    Not included: ongoing operation (see Care).

  • Care

    from 500 euro a month per live system

    Monthly

    Monitoring, fixes, small changes, a monthly accuracy report.

    Not included: new workflows.

  • Build subscription

    3,000 to 5,000 euro a month

    Monthly

    One build request at a time, pause any time.

    Not included: a second request while one is open.

Prices in euro, excluding VAT. Fixed means fixed: the number you get on day 1 is the number on the invoice.

06 · HowDay 0 to Day 5

How it works

  1. Day 0. You send the problem in your words.
  2. Day 1. You get a fixed price and the 3 to 5 tests it has to pass, in writing.
  3. Days 2 to 5. You watch it get built. A link, refreshed every day.
  4. Day 5. It runs on your data. You own the code of what we delivered.

07 · The guarantee

Half up front. The other half when it passes the tests you wrote with us. If it fails and we can't fix it within 5 working days, the first half comes back.

08

Fit

Good fit

  • A repetitive job that someone does by hand every day.
  • Data in systems we can read: a database, an export, an API.
  • One person who can say yes.

Not a fit

  • You want a deck or a strategy phase first.
  • You want hourly staff.
  • The job needs six months of discovery before anyone can define 'done'.

09

Questions

or email jayron@geurs.com

Who builds this?

stackforagents, based in Dubai. AI coding agents build; an engineer reads every line that touches your data before it reaches you.

Who owns the code?

You own the delivered system. We keep the reusable parts we bring in, and we tell you which those are on day 1.

What happens when it breaks?

Care covers it: monitoring, fixes, small changes, a monthly accuracy report. Without Care, you get the code and the runbook.

Where does my data go?

It stays in your systems. We work through read access you grant and can remove. EU hosting on request.

Does my data reach an AI model?

Only when a step needs one, and then only the fields that step needs. Most decisions run on written rules; in the delivery demo's Friday evening, 95 came from rules and 50 from a model, and the model could only propose. You choose the model provider and region, or a model that runs inside your environment. A data processing agreement is part of the written agreement on day 1.

How does it connect to our systems?

Read access first: a database, an export or an API you grant and can remove. The 5‑day Proof runs in shadow mode: it reads and reports, it writes nothing. Writes come in the Pilot, through your own APIs, each one logged with an undo.

Who runs it after day 5?

It runs in your cloud account or on your server; you hold the keys. With Care we watch it, fix it and make small changes. Without Care you get the code, the tests and the runbook, and your team runs it.

Time zone and response time?

Dubai. Replies within 4 hours between 08:00 and 22:00 Dubai time.

What if the scope changes?

New fixed price in writing before any extra work starts.

How is AI used and checked?

Agents write and test the code and run the research. Nothing ships without an engineer's review, and every system measures its own accuracy and shows it.

Send us the job your team hates.

10 · Contact

or email jayron@geurs.com

Replies within 4 hours, 08:00 to 22:00 Dubai time.

A plan and a fixed price back within 24 hours, Dubai time.