A working prototype on your real data
Within days of the audit, you see the workflow running on your actual documents and records. You judge output quality on evidence, not slides.
We build supervised AI workflows for Dubai and UAE businesses: private by design, approved by a human before anything consequential ships, and prototyped on your real data in days. One workflow first, then expand.
The problem
Most Dubai SMBs do not have an AI problem. They have a repetition problem: the same checking, copying, formatting and chasing, done by the same people, every single week.
What you get
Within days of the audit, you see the workflow running on your actual documents and records. You judge output quality on evidence, not slides.
n8n handles the orchestration, Claude and other frontier models handle the reasoning, and we write custom code wherever an off-the-shelf node falls short.
Every consequential output waits for sign-off from a named person on your team. The system drafts, checks and prepares; you decide.
Documents are indexed on-prem or in your private Azure tenancy using pgvector. Nothing leaves your control and nothing trains anyone else's models. This is not a ChatGPT wrapper.
CRM, email, spreadsheets, WhatsApp, storage and accounting. We build around your existing stack rather than asking you to replace it.
Everything is handed over at the end of the build: code, infrastructure and written documentation. No lock-in, and the retainer is optional.
CyPro, a London cybersecurity firm, ran client due diligence manually in around 4 days per engagement. We built an on-prem RAG pipeline on Azure using n8n and pgvector that does the same job in roughly 3 minutes, and a separate content workflow that cut blog production from 6 hours to 30 minutes per post. CyPro grew from 3 to more than 20 staff in the two years we worked together.
Read the CyPro case study →4 days to 3 minutes
CyPro due diligence turnaround

How it works
A fixed-price audit of how work actually moves through your business. We map the repetitive processes, score each candidate by hours saved and risk, and pick the one workflow with the clearest return.
We build a working prototype using your actual documents, records and systems. You see real output before committing to a production build.
The prototype becomes a hardened workflow: n8n orchestration, approval gates, error handling and edge cases. Where documents are involved, retrieval runs on-prem or in your private Azure tenancy.
The workflow runs live with your team approving every output. Corrections feed back into prompts and rules, so accuracy improves from real use rather than guesswork.
Once the first workflow pays for itself, we pick the next one. Ongoing monitoring and improvement run on an optional retainer.
Built for the UAE
Workflows that meet UAE customers where they already are: WhatsApp Business, connected to your CRM.
On-prem and private-cloud AI (Azure-based RAG), built for businesses that cannot send data to public chatbots.
A written fixed price after discovery. No day rates, no hourly surprises, no currency games.
Domains, DNS and email on UAE infrastructure. WedFest DXB runs live on wedfest.ae.
Registered UAE free-zone company. You deal directly with the person who builds your system.
Honesty check
Sixty seconds, no email required, and it will tell you no when the answer is no.
Question 1 of 6
What should it cost?
Put an honest anchor on your budget before we, or anyone else, quotes you.
Working together
Every engagement starts with a fixed-price AI Audit, so you know the cost before we begin. Automation is then priced per workflow at a fixed price: a single production workflow typically costs less than one month of the manual labour it replaces per year. The person who scoped your workflow is the person who builds it, with no handoff in between.
Timeline
a prototype on your real data in days, a production workflow live in weeks.
Pricing
fixed-price audit, then a fixed price per workflow. No hourly billing and no open-ended scope.
Ownership
you own all code, infrastructure and documentation outright. No lock-in; the retainer is optional.
Projects using this service
Frequently asked questions
We price per workflow, fixed, after a fixed-price AI Audit that identifies where the return is. As a rule of thumb, a single production workflow typically costs less than one month of the manual labour it replaces per year. You know the full cost before we write a line of code, and there is no hourly billing.
Yes, because it never leaves your control. We build retrieval systems on-prem or in your private Azure tenancy, using pgvector for document search. Your data is not sent to consumer chatbots and is not used to train anyone's models. This is the same architecture we built for CyPro, a cybersecurity firm with strict client confidentiality obligations.
ChatGPT is a chat window. It does not know your documents, your CRM or your approval rules. We build systems: n8n orchestration connected to your actual tools, Claude and other frontier models doing the reasoning, custom code where needed, and human sign-off before anything consequential happens. The result is a workflow that runs every day, not an answer you paste somewhere.
It gets caught, because nothing consequential ships without human approval. Every workflow we build has approval gates: the system drafts, checks and prepares, and a named person on your team accepts or corrects the result. Corrections feed back into prompts and rules, so accuracy improves with use. We treat supervision as a permanent feature, not a temporary safety net.
Days, not quarters. We prototype the first workflow on your real data within days of the audit, so you judge output quality on evidence before committing to a production build. For CyPro, the finished due diligence workflow cut a 4 day process to about 3 minutes, and blog production fell from 6 hours to 30 minutes per post.
Almost certainly. n8n connects to hundreds of business tools out of the box: CRMs, email, spreadsheets, WhatsApp, accounting and storage. Where an integration does not exist, we write custom code against the system's API. You do not need to replace any software to automate; we build around what your team already uses.
You own it outright: code, infrastructure and documentation are all handed over at the end of the build. Many clients keep us on a retainer to monitor, improve and extend, but that is optional and there is no lock-in. We run what we sell: the blog on this site is written by a weekly AI pipeline with human approval, governed by a written editorial constitution.
No. It removes the repetitive part of their week so the same people can handle more work. CyPro grew from 3 to more than 20 staff during the two years we automated their operations; the workflows supported that growth rather than replacing anyone. Approval gates keep your team in charge of every decision that matters.
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What happens when you get in touch
From Dan, the person who builds it. No account managers, no ticket queue.
One conversation about where the time goes. No handoffs, no juniors.
A written, fixed-AED scope within 48 hours of discovery. The price only moves if the scope does.
If we're the wrong fit, Dan says so and points you somewhere better.
We can promise this because there are no layers: the person on the call is the person who builds the system.