Piloting in the Nordics · 2026

Construction intelligence.
Trained on your data.

A private AI platform for construction firms — agents for contracts, schedules and claims, fine-tuned on your own projects. EU-hosted, client-siloed, and a person approves every important step.

Contact us to learn more
EU data residency · human-in-the-loop · no shared models
60-second walkthrough
Backed by
Red BrickValidation Track
StartupGuru StartupGuruIncubator
Startup Wise Guys Startup Wise GuysFounders Club
StarttirahaFinnish Startup Grant
Maria 01 Maria 01 · Northern Light AcceleratorFall 2026 Batch
How we deploy

From your archive to a working platform, in four stages.

01 · Discover
2–4 wks

Discovery & scoping

We map your workflows — contracts, scheduling, claims — and pick the agents with the highest immediate impact.

02 · Ingest
4–8 wks

Data onboarding

Your historical projects load into a private, client-siloed database on EU-hosted infrastructure.

03 · Fine-tune
1–2 wks

Fine-tuning & validation

Each agent is tuned on your data and validated against real past cases with known outcomes — before going live.

04 · Deploy
1 wk +

Live deployment

Agents land inside the workflows your team already uses. Every interaction sharpens the model further.

The workspace

A canvas, guided steps, and your own templates.

Workspace

One screen for every project

Every project and every conversation in one sidebar. Chat with an agent while a live preview shows the Gantt, the flagged clause, or the report as it's written.

v2.4 · stable● ready
Guided steps

Pick a workflow, not a prompt

Eight construction workflows built in — contract analysis, schedule review, delay analysis and more. Your team picks one and gets to work.

8 workflows● ready
Your templates

Add your own without code

Every firm has its own report formats and approval chains. Add them to any agent yourself — no engineering team, no waiting list.

No-code● ready

Your data trains your model. Nobody else's.

Private per client EU-hosted Auditable end-to-end
Why now

The failure rate hasn't moved in 40 years.

OBS · 001Delay
80%
of construction projects experience material delays.
SRC · BCG 2025±2.1%
OBS · 002Cost
20%
average cost overrun on a typical project.
SRC · MGI±3.8%
OBS · 003Spend
€5k
per day in specialists to untangle what already happened.
SRC · Nordicsavg
Where we operate

Finland first. Then earned territory.

HEL · HQ
STO
OSL
CPH
  • 2026 H1

    Finland · pilot

    Partner firms onboarding. Helsinki HQ. EU residency, Finnish-language ready.

  • 2026 H2

    Nordics · SE / NO / DK

    Localised templates, regulatory awareness, language fine-tuning.

  • 2027

    EU expansion

    Benelux + DACH. Per-customer language fine-tune.

  • 2028

    English markets

    UK · Ireland · North America. Same architecture.

Founder

Built by a Construction Management Engineer. Not a Software Company.

Ashraf Mahdy — Founder of White Hat IQ
Ashraf Mahdy
Founder · Lead engineer · Helsinki

Ten years building, scheduling and disputing construction projects across three continents. White Hat IQ exists because the work that wins claims and saves schedules is the same work nobody has time to do — and that's exactly the work the platform automates.

Construction firms don't need another tool. They need their own intelligence layer — owned, private, trained on their own ground truth.
Connect on LinkedIn
Contact

Curious? Bring one real contract.

45 minutes. We walk a live agent through a real contract or schedule of yours. You decide if the rest is worth it.
No commitment · EU data residency · NDA on request

Contact details

Direct channels