Manufacture
Manufacturing Document Review Assistant
Real-time detection of dimensional discrepancies caused by frequent design revisions, with precise decoding of engineering symbols including geometric tolerances.
See how Upstage solves your most critical business challenges.
Automated Drawing-to-BOM Consistency Verification
In environments with frequent design revisions, undetected version mismatches between drawings, spec sheets, and BOMs lead to costly rework. Upstage Studio parses engineering drawings to extract dimensional data and matches it against BOM specs, surfacing discrepancies before they reach production. The result is earlier error detection without extending manual review cycles.
Ultra-Precision Engineering Symbol and Tolerance Recognition
Complex geometric tolerances and specialized technical symbols within drawings are unreadable by standard OCR, forcing reliance on manual engineer inspection. Upstage's solution reads beyond plain text—accurately extracting specialized technical symbols and dimension data from engineering drawings. Hard-to-spot issues like tolerance omissions can be flagged earlier in the review process.
Intelligent Error Reporting for Maximum Production Efficiency
Manually cross-referencing thousands of drawings extends inspection time so long that product launch windows are missed. When an LLM node is connected, Upstage can generate reports that specify the location and reason for each discrepancy, giving engineers a faster starting point for corrections. Reducing rework exposure lowers manufacturing cost and supports tighter production timelines.
Here's how the solution works.
Engineering drawings are uploaded to Upstage Studio; Document Parse extracts technical content, the Extract node structures dimensional and spec data, and an LLM node can be connected to cross-reference against BOM specifications and surface discrepancies.
See the difference Upstage Studio makes.
Choose the deployment that fits your environment.
API
Drawing text and basic information extraction API
+ Live in 5 minutes with instant drawing digitization
+ Real-time data lookup via integration with CAD and collaboration tools
- Complex geometric tolerance auto-matching logic requires additional setup
AWS Marketplace
Cloud-based large-volume drawing inspection self-hosting
+ 1-day setup with large-scale technical asset archiving
+ High-speed batch inspection with cloud infrastructure
- Direct control integration with closed manufacturing network systems limited
On-Prem
Secure inspection platform for manufacturing technical assets
+ Core engineering drawings and confidential specs fully protected
+ Complete integration with in-house BOM/PLM systems
+ High-precision symbol recognition engine with H200 GPU