the UAE, Saudi Arabia and the wider GCC
Built for how the work runs here.
National platforms that others only talk about are already live here. The work is joining an operation to a mandate that has a date on it.
industries with a verified local stack
of 23 we work in
What we have already read
The rules and regulators behind these pages.
Not a list of things we could look up. These are named on the industry pages below, with what they change about the work.
- the Dubai Land Department
- RERA Dubai
- Ejari registration
- escrow account rules
- ZATCA e-invoicing
- UAE and Saudi VAT
- ESMA product standards
- Dubai Municipality food code
- SFDA rules in Saudi Arabia
- MOHRE labour rules
- the Central Bank of the UAE
- SAMA in Saudi Arabia
- IFRS 9
- AML and sanctions screening
- the CBUAE insurance authority
- CCHI in Saudi Arabia
- mandatory medical cover rules
- DOH long-term care standards
- DHA facility licensing
- Nphies claims
- DOH Abu Dhabi
- DHA Dubai
- Nphies claim standards
- Saudi NHIC
- DHA and DOH licensing
- Nphies pre-authorisation
- DHA home health licensing
- DOH Abu Dhabi standards
- DHA mental health licensing
- Saudi MOH standards
- DOH Abu Dhabi long-term care
- DHA licensing
- DIFC and ADGM procedure
- UAE federal courts
- Saudi Ministry of Justice rules
- UAE corporate tax
- economic substance rules
- VAT filing
- the Wage Protection System
- Emiratisation targets
- Saudi Nitaqat
- the UAE Digital Government strategy
- Saudi DGA standards
- data residency rules
- Tawazun Economic Programme
- GAMI localisation in Saudi Arabia
- offset obligations
- data sovereignty rules
- KHDA Dubai inspections
- ADEK Abu Dhabi standards
- Saudi Etec accreditation
- MOE UAE rules
- Dubai Customs procedure
- Saudi ZATCA customs
- GCC common tariff
- free zone rules
- ESMA and SASO conformity
- In-Country Value programmes
- ADNOC vendor standards
- Dubai Municipality approvals
- Estidama in Abu Dhabi
- Saudi Building Code
- FIDIC contracts
- the UAE Regulatory and Supervisory Bureau
- Saudi WERA
- grid codes
- ADNOC HSE standards
- ADAFSA rules in Abu Dhabi
- Dubai Municipality food control
- Saudi SFDA import rules
- halal certification
- RTA Dubai rules
- Abu Dhabi ITC
- Saudi TGA licensing
- vehicle inspection rules
Intelligence, plumbed in
The platforms differ here. The unstructured data problem does not.
Whatever the UAE, Saudi Arabia and the wider GCC runs on, the answer is usually in a note, a letter or a screen. We build the model's route to it: the connector, the semantic layer, the scored test set.
How we make AI survive real data-
Connectors -
A semantic layer -
Evals you can check
However hard, whatever it is
Whatever runs here, the method is the same.
Local platforms, local rules, and a problem that may be on none of these pages. We sit with you, read everything, take it apart, then build.
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01 We sit with you
Days where the work happens, not a workshop in a meeting room. We watch the job get done and write down the shortcuts nobody wrote down.
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02 We read everything
Your data, your rules, your vendors and their documentation, and the published research on your sector. We report what is actually in there.
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03 We break it to first principles
Not which tool fixes this. What is actually causing it, taken apart until we reach the piece that cannot be divided further.
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04 Then we build
Weeks, not quarters. By this point we are not guessing what to build, and guessing is the thing that makes projects long.
Industries
Pick the one that sounds like your week.
Commerce & consumer
Financial services
Healthcare
Skilled nursing
Your team is not wrong about the denials. They just do not have four hours per appeal to prove it.
Hospitals
Denials are not a billing problem. They are a documentation problem that surfaces as a billing problem.
Physician groups
Ninety-two percent of practices have hired or reassigned staff purely to keep up with it.
Home health
Caregiver turnover is at 79%. The software you bought was designed around the chart, not the caregiver.
Behavioral health
Not because the software does not exist. Because almost none of it handles 42 CFR Part 2 properly.
Senior living
Operators say it themselves: integration is the problem, not the number of devices.
Professional services
Legal
That twelve-hour gap is worth roughly two hundred thousand dollars per attorney, per year.
Accounting & consulting
Sixty-six point four percent. And the firms losing least are the ones that stopped relying on memory.
Staffing
Which means your margin depends entirely on how fast and how accurately you fill.
Public sector
Government
The programmes fail for the same reason every time: they try to replace the system instead of relieving the pressure on it.
Defence
Of $10.9 billion allocated across 24 programmes, more than half encountered failure.
Education
Enrolment is holding up today. The intake pool is not. Institutions that cannot see enrolment, retention and cost in one place will decide blind.
Supply chain & industry
Supply chain
Stockouts and excess inventory persist in organisations that bought every system designed to prevent them.
Manufacturing
Production runs on the floor. Reporting runs on a spreadsheet assembled the following morning.
Construction
And the average project still overruns by twenty-eight percent.
Energy & utilities
Which is why the operation stays reactive when the data to be proactive already exists.
Agriculture & food
FSMA 204, EUDR and retailer GlobalGAP requirements all expect a record you can produce on demand, whenever they land.
Transport & fleet
Telematics answered the location question a decade ago. The economics question is still open.
The stack changes by market. What we can build does not.
Whether the platform is local or global, the work is the same: read what is there, then make what is missing. In software or in metal.
See everything we build-
Software -
Hardware -
Ways of working -
Whole ventures
Elsewhere
Operating in more than one of these?
That is the harder and more interesting problem: one operation, several rulebooks. We have built for it.