Ventilation scope
Assist with the interpretation of duct routes, dimensions and related equipment to support ventilation quantity takeoffs.
Explore the solution ↗STARTUP OVERVIEW · TURKEY
From project drawings
to informed quotes.
Oto Metraj is building AI-assisted quantity takeoff tools for subcontractors and engineering firms. Our goal is to help teams understand project scope and combine extracted quantities with their own pricing and field expertise.
THE WORKFLOW WE ARE BUILDING
Project data.
AI-assisted analysis.
Human expertise.
Understand the scope.
Review the quantities.
Prepare the quotation.
WHO WE BUILD FORSubcontractors & engineering firms
LOCATIONMersin, Turkey · Mersin Teknopark
BUSINESS STATUSFounder-led project; not yet incorporated
THE PROBLEM
Construction expertise
should open doors.
Preparing a quotation starts with understanding technical drawings, identifying materials and equipment, and estimating quantities. This creates a barrier for small contractors without dedicated CAD specialists.
We want to make project information more accessible so that practical experience can inform a quote—even when a team has limited drawing-reading capacity.
PRODUCT FOCUS
Three disciplines.
One clearer starting point.
We are developing workflows that assist quantity takeoffs while keeping technical review and pricing decisions with the user.
Pipes and components
Help review pipe routes, lengths and system components so contractors can evaluate material and installation requirements.
Explore the solution ↗Routes and equipment
Support the interpretation of electrical routes and equipment information as a basis for reviewed quantities and quotations.
Explore the solution ↗On our roadmap: Concrete quantities and material requirements.Planned, not available yet
PLANNED USE OF CLAUDE
AI assistance.
Human accountability.
We plan to use the Claude API to help interpret extracted CAD project data and technical documents, organize relevant information into structured outputs, and flag missing or ambiguous details for review.
We will evaluate outputs against manually reviewed quantities. Results depend on drawing quality and project context; we do not claim a fixed accuracy rate or autonomous engineering decisions.
01 / INTERPRET
Understand project information.
Use AI assistance to interpret extracted drawing data and technical context.
02 / REVIEW
Check quantities and ambiguities.
Have users review extracted information, resolve uncertainties and apply their expertise.
03 / QUOTE
Apply real-world judgment.
Combine reviewed quantities with material costs, labour, allowances and site conditions.
FOUNDER & STATUS
A founder-led initiative
from Mersin.
Oto Metraj is Hasan's project, based in Mersin, Turkey, with Mersin Teknopark as its stated project location.
Meet the founder on LinkedIn ↗Building before incorporation
The business has not yet been incorporated. The founder plans to establish a company as the product moves toward commercial operation and invoicing.
TÜBİTAK and KOSGEB support are being considered as potential funding options. This is not a claim of an existing grant, investment or institutional endorsement.
Project and founder information supplied by the founder.
WHAT WOULD HELP US BUILD
Credits, guidance
and rigorous evaluation.
We are seeking API credits and technical guidance on structured extraction, evaluation and cost-efficient AI workflows.