Find the real friction
The ten minutes between noticing something on site and raising it properly. The spreadsheet someone rebuilds every Monday. The approval that waits for a document nobody can find. Small, repeated, expensive.
MRT Ventures — AI venture studio
Software for the people who build the real world.
We create AI-native products for industries where the work happens in the field. Construction first. Built with the people who will use them, from the first day on site.
01 — The approach
Operators first. Then software.
Most AI products start from a model and go looking for a problem. We start from a job someone does every day, and only build when the friction is real and the person is ready to test with us.
Build small, build senior
One senior team, one product, one process. Documentation as a source of truth, updated with every change. No microservices, queues or native apps without evidence of a real problem.
Prove it in the field
Design partners before marketing. Real devices, real documents, destructive tests. A feature that is technically complete but hard to use is not complete.
02 — Ventures
What we are building.
One product at a time, taken all the way to a paying pilot before the next one starts.
Flagship · Pilot 2026
QORA.
Turn a site finding into a short, review-ready, reference-backed QA observation.
A QA/QC engineer notices something on site. Between that moment and a defensible observation in Aconex, ACC or Procore sit ten minutes of finding the governing drawing, checking the revision and writing the wording. QORA compresses that gap, and stops short of pretending to do the engineer's job.
Human gateNothing becomes a record without a decision.
GroundedEvery draft cites the approved requirement.
Works offlineCapture on site, sync when you are back.
AttributedEvery action, every amendment, by name.
Request a pilot →
Product site · qora.mrtventures.com · soon
How it works
01Location once, then a photoplus an optional note from the engineer
02QORA proposes the findings it seesor says it sees none, or cannot tell
03The engineer keeps, leaves out, corrects or addsthe human gate: AI proposes, people confirm
04The governing requirements are retrieveddeterministically, from the approved project documents
05A short, reference-backed observation is draftedapprove, edit or reject; later changes are amendments
06Approved, coded, in the register and the reportthe engineer raises it in the client's system of record: Aconex, ACC or Procore stay in charge
Illustrative flow with sample data.
Next
Tell us →
The second product starts the same way
A job someone does every day. A person ready to test with us. A friction worth a product, not a feature. If you live one of these and would rather not, we would like to hear exactly how it hurts.
03 — How we work
Four rules we do not bend.
P1
UX is a product invariant.
A product should feel simpler to use as it becomes more technically sophisticated. If it feels more complex, the design is wrong.
P2
AI proposes. People confirm.
Anything a model extracts or suggests is a proposal until a person confirms it. The record belongs to the human.
P3
Senior ownership.
Decisions are taken on evidence and return, by people who own the outcome, and written down as they are made.
P4
Evidence before claims.
Benchmarks, real-device tests and field pilots before any statement about what a product can do.
04 — The studio
Small, senior, founder-led.
MRT Ventures FZE LLC was incorporated in September 2026 in the Ajman NuVentures Centre Free Zone, United Arab Emirates. One founder, one product in pilot, and a short list of things we are good at.
Software development
Products and internal tools, end to end: web, installable mobile apps, AI integration, and the unglamorous parts that make them hold up in use.
Data processing & hosting
Pipelines, storage and the operations around them, run with the same discipline as a product: one process, backups that have actually been restored, no surprises.
Data classification & analysis
Turning documents, photographs and records into structured, traceable data that a person can check, with the source beside every result.
IT consulting
Senior help to decide what to build, what to buy and what to leave alone, before a line of code is written.
A product earns its next feature with evidence from the field, not with a slide on a roadmap.
We are not a fund and we are not an agency. We build products we would have wanted ourselves, with the people who will use them, and we keep them small and honest until they have earned the right to grow.
Ivan MartorelliFounder, MRT Ventures
05 — Questions
Straight answers.
The questions we get first, answered the way we would answer them in a meeting.
What is MRT Ventures?
MRT Ventures is an AI venture studio founded in 2026 in Ajman, United Arab Emirates. It builds AI-native software products for industries where the work happens in the field, starting with construction, together with the people who will use them. It is founder-led and licensed for software development, data processing and hosting, data classification and analysis, and IT consulting.
What is QORA?
QORA is AI-assisted QA/QC software for construction sites. A QA/QC engineer takes a photo of a finding; QORA proposes what it sees, the engineer decides what to keep; QORA retrieves the governing requirement from the approved project documents and drafts a short, reference-backed observation with a permanent code, kept in the project's register and report. It works on a phone and captures offline.
Does QORA replace Aconex, Autodesk Construction Cloud or Procore?
No. QORA is the cognitive and documentation step before an issue is raised. The engineer raises the coded observation in the client's system of record, which keeps the workflow, assignment and closure. QORA does not certify compliance and does not replace the engineer's judgement.
Who is QORA for?
QA/QC engineers, inspection teams, contractors and consultants on construction and fit-out projects who want faster, better-referenced observations. Pilots run with design partners on live projects, in the United Arab Emirates first.
Where is MRT Ventures based, and do you work outside the UAE?
MRT Ventures FZE LLC is registered in the Ajman NuVentures Centre Free Zone, United Arab Emirates, with its office in Amber Gem Tower, Ajman. The studio works with teams anywhere; site pilots start in the UAE.
How do I start a pilot or work with MRT Ventures?
Write to hello@mrtventures.com with the project, the size of the QA/QC team and how observations are raised today. The founder replies personally.
- Pilots
- Construction QA/QC teams who want to test QORA on a live project.
- Partners
- Operators in any field-heavy industry with a problem worth a product.
- People
- Senior engineers and designers who like small teams and real users.
- Office
- Amber Gem Tower, 26th floor
Sheikh Khalifa Street, Ajman
United Arab Emirates