Submittal and specification review
Extract product data from submittal packages and check it against project specifications, flagging gaps for reviewers.
AI for Engineering & Construction
AI for engineering firms built around documents, specs and project workflows.
We build AI applications for engineering and construction teams: submittal review, specification checking, document extraction, project knowledge search and analytics, with engineers kept in control of every decision.
Case study: Construction Submittal Intelligence
AI-assisted extraction, comparison and review for complex construction submittal packages.
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Traceable to the source
Every extracted value links back to its drawing, spec or page.
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Engineer sign-off
AI prepares and checks; qualified reviewers approve.
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Fits project systems
Works alongside existing document control and project tools.
Where AI creates value
Apply AI to the work that matters in Engineering & Construction.
Engineering and construction projects run on thousands of drawings, specifications, submittals and RFIs. AI is valuable when it removes manual checking and searching, while keeping every output traceable to the source document.
Document extraction and comparison
Turn drawings, datasheets, RFIs and reports into structured fields that can be compared, validated and reused.
Project knowledge assistants
Grounded search across standards, past projects and internal guidance, with answers that cite the source page.
Engineering analytics
Connect project, review and delivery data into dashboards that show throughput, bottlenecks and risk.
What we can build
From one focused workflow to a complete AI product.
Engage us for strategy, engineering, integration and production support—or combine them into one end-to-end delivery team.
Explore our AI services- Submittal review automation
- Specification compliance checks
- Document intelligence pipelines
- Project knowledge assistants
- Custom AI applications for engineering teams
- Analytics and reporting
Designed for responsible operation
AI that fits the workflow—not AI added for its own sake.
Traceable outputs
Extracted values and findings link back to the exact document, page and clause they came from.
Qualified review stays in charge
AI prepares, compares and flags; responsible engineers review and approve outcomes.
Built for real document sets
Pipelines are tested on representative project packages, including scanned and inconsistent files.
Services we combine here
The capabilities most relevant to Engineering & Construction teams.
Document Intelligence
We build document intelligence workflows for contracts, forms, policies, claims, reports and other content-heavy processes where…
Custom AI Application Engineering
We engineer tailored AI applications that combine retrieval, reasoning, structured logic, business integrations and workflow-aware interfaces…
Knowledge Assistants & Copilots
We build internal and customer-facing assistants that combine business knowledge, workflow guidance and controlled AI interaction…
Data Engineering & Analytics
We design modern data flows that bring operational, product and business data into usable pipelines, models…
Start with your workflow
Have a Engineering & Construction use case in mind?
Share the business problem, current process and desired outcome. We will help shape the right technical path.