MABNIX Based on rules.
Mabnix · Verification Layer

The independent verification layer for UAE construction.

Document review at every critical handoff. Signed off by UAE-licensed engineers. Built for developers who cannot afford avoidable errors.

Currently onboarding pilot partners in Abu Dhabi and Dubai.

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01 · The problem

The cost of being wrong is paid by the developer.

Construction is one of the few major industries that operates without an independent verification layer. Finance has auditors. Medicine has second opinions. Law has peer review. Construction has none — and the industry pays for it in cost overruns, delayed handovers, and disputes that cascade from errors no one caught in time.


At every critical handoff in a project — from Terms of Reference to design, design to permit, bill of quantities to contract, change orders, and as-built reconciliation — small errors compound into large losses. None of them happen out of malice. They happen during normal professional work, which is exactly why no one catches them in time.

02 · What we verify

Five verifications. One engine.

Mabnix reviews documentation at the points where errors are most expensive to find late. Each verification is delivered as a structured report, signed by a UAE-licensed engineer.

Terms of Reference vs Design

We compare the client's Terms of Reference against the architect's design documentation to surface omissions, scope deviations, and unauthorized substitutions before they reach construction.

Design Compliance Pre-Check

We verify design documentation against the Abu Dhabi and Dubai building codes ahead of submission to government platforms, surfacing non-compliance items before they become resubmissions.

Bill of Quantities Review

We audit bills of quantities for completeness, quantity accuracy, and rate consistency — closing the gaps that typically open into cost overruns during construction.

Change Order Impact Analysis

We provide independent assessment of change order requests: code compliance impact, scope justification, schedule and cost implications.

As-built vs Design Reconciliation

We compare as-built documentation against the original design for project closeout, dispute resolution, and acceptance.

03 · How it works

An engine that reads documents, finds discrepancies, and stands behind the result.

Every project document is parsed into structured atoms. Each atom is compared against the relevant reference — code, Terms of Reference, or design baseline. Discrepancies surface as findings. Every report is reviewed and signed by a UAE-licensed engineer.

STEP 01

Document Intelligence

We process the full range of construction documentation — PDFs, CAD files, IFC building models, technical specifications, Terms of Reference — and convert them into a structured representation our engine can reason over.

STEP 02

Comparison Engine

Our engine combines formal rule-checking with large vision-language models trained on regional construction standards. Critical findings are verified twice, against the source documentation and against the reference (code, ToR, or design baseline).

STEP 03

Licensed Engineer Sign-Off

Every report is reviewed and signed by a UAE-licensed engineer before it reaches the client. The signature gives our output legal accountability — and gives our clients a document they can act on with confidence.

We stand behind the accuracy of our verification. If we miss something within the scope of what we verified, that is on us.

04 · About

Built in Abu Dhabi. For the region's developers and engineers.

Mabnix Technologies is an Abu Dhabi-based technology company building the verification layer for UAE construction. We work alongside developers, project management consultants, and engineering firms to bring documentary discipline to a stage of the project lifecycle that has historically resisted it.

Endorsed by Hub71

Abu Dhabi's flagship technology ecosystem

Registered in ADGM

Abu Dhabi Global Market

Ruslan Isaev
Ruslan Isaev
Founder · Based in Abu Dhabi. Background in construction and technology.
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05 · Early access

Currently onboarding pilot partners.

10 spots · Abu Dhabi & Dubai

We are working with a small number of developers and project management consultants in Abu Dhabi to validate the platform on live projects. If you operate in this space and would like to participate, we'd like to hear from you.

We respond within 2 business days.