Markovate - Generative AI Development Company

AI Blueprint Classifier | The First Agentic Drawing Intelligence Platform

AI Blueprint Classifier analyzes complex technical drawings, connects information across sheets, and turns drawing content into usable data – so teams spend less time searching, checking, and manually extracting information.
  • ISO 9001:2015 Certified
  • ISO/IEC 27001:2022 Certified
  • On-Premise Ready
  • Air-Gapped Deploy

Trusted by Enterprises

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Experience the Shift: From Drawings to Actionable Information

From identifying what matters to connecting details and tracking revisions, AI Blueprint Classifier makes drawing information ready for the work that follows.
1. Understand complex drawing content
Identify objects, dimensions, symbols, annotations, geometry, and relationships across technical drawing packages.
2. Keep information connected to its source
Connect extracted information to the relevant sheet and drawing location for easier review and validation.
3. Work across drawing revisions
Compare drawing versions and surface changes that may affect engineering, estimating, manufacturing, or production.
4. Create outputs for the work that follows
Apply drawing intelligence to takeoffs, estimating, quoting, BOMs, P&ID analysis, and other downstream tasks.
1. Upload the Drawing Set
Start with the construction drawings your team already uses for estimating. Upload complete PDF drawing sets, including plans, elevations, and schedules.

Understand complex drawing content
Identify objects, dimensions, symbols, annotations, geometry, and relationships across technical drawing packages.
2. AI Reads and Extracts
The software identifies relevant sheets, schedules, dimensions, and callouts, then counts, measures, and organizes quantities from the drawings.

Keep information connected to its source
Connect extracted information to the relevant sheet and drawing location for easier review and validation.
3. Review the Results
Check extracted quantities against the drawing, edit where needed, and approve them before they go into the estimate.

Work across drawing revisions
Compare drawing versions and surface changes that may affect engineering, estimating, manufacturing, or production.
4. Export and Connect
Export takeoff quantities to Excel or CSV, or connect them to estimating tools through integrations, so they carry straight into pricing and bidding.

Create outputs for the work that follows
Apply drawing intelligence to takeoffs, estimating, quoting, BOMs, P&ID analysis, and other downstream tasks.
Jason-Porter
– Jason Porter COO, MPP Innovation — a US based mid-sized manufacturer producing hundreds of millions of precision parts annually
“Enabled faster, more precise estimations and project planning”
“Markovate’s AI Blueprint Classifier helped us significantly accelerate our quotations, cost estimations, and timeline planning. The automation and accuracy it brought to our blueprint analysis have been a major value-add to our pre-production process.”

Drawing Intelligence for Every Critical Workflow

From takeoffs to quoting and engineering review, AI Blueprint Classifier supports the work built around technical drawings.

AI Takeoff

AI Blueprint Classifier brings together information spread across plans, elevations, schedules, details, and revisions, so estimators do not have to work sheet by sheet to reconstruct the scope. It understands drawing geometry, connects related information across sheets, and converts the drawing set into a takeoff that is ready to review, validate, and use.
AI takeoff software tracing rooms and restrooms on a commercial floor plan and counting doors, windows and plumbing fixtures from the schedules
CADIAM™ Takeoff Agent
AI estimating: quantities read from each sheet of a drawing set, priced with your rate card into an estimate
CADIAM™ Estimating Agent

AI Estimating & Quoting

Bring quantities, materials, labor, components, specifications, and costs into one estimating workflow, then let estimators adjust pricing and assumptions before finalizing the quote.

BOM Intelligence

Bring parts, components, equipment, tags, quantities, and specifications together across the drawing package, then organize them into a review-ready Bill of Materials. Teams can check coverage, identify missing or inconsistent information, and trace items back to the drawings before they move into procurement or production. 

BOM extraction: parts list rows on drawing D-120 matched to an assembly tree, with quantities rolled up and gaps flagged for review
CADIAM™ BOM Agent
P&ID Intelligence

P&ID Digitization

Instead of manually piecing together equipment, instruments, valves, piping, line numbers, and tags, engineers can work from a digital representation of the P&ID. Related elements remain connected, making it easier to review equipment information, understand process relationships, and use the data for downstream analysis.

Window Takeoff

Window information is often spread across floor plans, elevations, schedules, and dimensions. AI Blueprint Classifier brings those details together to identify window types, sizes, locations, and quantities, giving window and glazing estimators a review-ready scope for pricing and bidding.
Window Takeoff

From Drawings to Information Teams Can Trust – With AI Blueprint Classifier

Give teams information they can review, validate, and use without losing the drawing context behind it.
Source-Level Provenance
See where extracted information came from within the original drawing package.
Cross-Sheet Relationships
Connect related information across sheets, schedules, callouts, and drawing references.
Revision Context
Review differences between drawing versions without relying on manual sheet-by-sheet comparison.
Uncertainty Flags
Highlight information that may need additional review before teams use it downstream.

From Estimating Desks to Engineering Floors: Built for Drawing-Heavy Industries

AI Blueprint Classifier helps teams handle complex drawing packages across construction, manufacturing, engineering, and other technical industries.
Manufacturing
  • BOM and component extraction
  • RFQ and quotation preparation
  • Production drawing review
Industrial Textile
  • Fabric and material takeoffs
  • Pattern drawing analysis
  • Production planning support
Oil & Gas
  • P&ID equipment and tag intelligence
  • Connected piping and instrument information
  • Engineering information review
EPC & Construction
  • Quantity takeoffs from drawings
  • Estimating and bid preparation
  • Multi-discipline drawing review
Automotive
  • Part and assembly drawing analysis
  • Component and specification extraction
  • Quoting and production support
Aerospace
  • Detailed engineering drawing analysis
  • Design and component information extraction
  • Revision and compliance review

Less Manual Work. More Time for What Matters

Stop spending hours searching, measuring, and cross-checking drawings. Focus more time on the work that needs expertise.
Current Reality Current Reality
Manual quantity and component extraction slows estimating Important drawing details can be buried across large drawing packages Revision checks require repeated sheet-by-sheet review Teams recreate drawing information for different downstream tasks
Current Reality With Blueprint Classifier
Relevant drawing information is prepared for faster review Source-connected results make validation easier Revision comparison helps surface changes that need attention Teams can reuse drawing information instead of recreating it for each task

Beyond ChatGPT: Purpose-Built Drawing Intelligence

Can I do this in ChatGPT?
General-purpose AI can help summarize documents and answer questions. But complex drawing-related work often requires more than a text response. AI Blueprint Classifier is purpose-built to interpret technical drawings and provide information for specific estimating, engineering, and technical workflows.

Production-Ready Outputs

Move beyond conversational answers to outputs designed for engineering and business processes.

Drawing-Specific Intelligence

Work with dimensions, symbols, geometry, annotations, components, and relationships – not just the text on a page.

System Integrations

Connect drawing intelligence with downstream systems through structured outputs, APIs, and enterprise integrations.

Auditability & Traceability

Keep results connected to their source drawing and location so teams can review how information was derived.

Multi-Format Support

Work across CAD files, PDFs, P&IDs, schematics, blueprints, and scanned technical drawings.
FAQs

AI Blueprint Classifier

What types of technical drawings can AI Blueprint Classifier process?

AI Blueprint Classifier supports PDF, DWG, DXF, STEP, and scanned drawings. Teams can process individual files or complete drawing and revision packages.

Is AI Blueprint Classifier more than an OCR tool?

Yes. The platform analyzes drawing text along with visual elements, geometry, symbols, dimensions, and relationships. This allows it to interpret engineering information rather than simply recognize text.

How does the platform handle AI extraction errors?

Results include confidence information and source references that help reviewers verify extracted values. Teams can focus human review on results that need attention rather than checking every output manually.

Can it support different workflows from the same drawing package?

Yes. The same drawing information can support different downstream needs, such as estimating, BOM preparation, engineering review, P&ID analysis, and takeoff. Teams do not need to recreate the underlying drawing information for each task.

Can AI Blueprint Classifier connect with our existing systems?

Yes. The platform supports JSON, CSV, and Excel outputs, REST APIs, webhooks, and integrations with systems such as Windchill, Teamcenter, Procore, Aconex, and SharePoint.

Is our drawing data used to train models for other customers?

No. Customer drawings are not used for shared or cross-customer model training. The platform uses tenant isolation, with deployment and data-residency options available for enterprise requirements.

Can we test AI Blueprint Classifier with our own drawings?

Yes. Teams can start with a real drawing package and evaluate the results against their own requirements. The platform offers a scoped evaluation process, with an NDA available before project artifacts are shared.
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