Sold by: Cognaize Systems
AI platform that accelerates engineering drawing review, feasibility analysis, routing, and costing for manufacturing teams working from 2D drawings, 3D models, and revision history.
Overview
HELIX by Cognaize Systems: AI Engineering Intelligence for Manufacturing
HELIX is a cloud-native SaaS platform that helps manufacturing teams convert complex engineering drawing data into faster reviews, more consistent quotes, and earlier manufacturability insight. It is the platform core behind Cognaize Systems' Design Intelligence and Manufacturing Intelligence products.
HELIX supports engineering, quality, costing, production planning, and shop-floor teams that work with 2D drawings, 3D models, CAD exports, scans, revision history, and handwritten notes. The platform applies AI to drawing review, semantic similarity search, feasibility analysis, routing, costing, inspection planning, and connected manufacturing workflows.
Key Capabilities
- AI Drawing Review: Analyze part-level dimensions, tolerances, notes, assemblies, and multi-sheet drawing sets to identify potential issues before production begins.
- Semantic Similarity Search: Find similar parts by geometry, features, and specifications so teams can reuse prior reviews, quotes, and manufacturing outcomes rather than starting from scratch.
- Manufacturing Feasibility Analysis: Check drawings against machine limits, process constraints, and manufacturability considerations to support earlier risk detection and reduce downstream surprises.
- Routing and Costing Intelligence: Build operation-by-operation routes and cost estimates directly from engineering drawings while reducing manual data entry.
- 3D-First Analysis: Support 3D-to-2D rendering, wall-thickness analysis, undercut detection, tool-access review, feature reachability checks, severity ratings, and fix guidance.
- Inspection Planning: Generate inspection sheets with gauges, frequency, and critical dimensions to improve quality planning from the drawing stage.
- Connected Manufacturing Loop: Integrate with ERP, PLM, MES, and related manufacturing systems so planning, execution, quality findings, and quote feedback can improve future decisions.
Measurable Business Outcomes
- Faster Engineering Reviews: Cognaize reports review-time reductions of up to 91% in selected use cases, including examples from 8 hours per drawing to approximately 45 minutes.
- Shorter Handoffs: Structured drawing intelligence helps teams reduce engineering-to-production delays and improve production readiness.
- Reduced Rework Exposure: Earlier detection of cross-drawing, tolerance, and manufacturability issues helps teams avoid scrap and rework loops.
- Faster Quoting Workflows: Manufacturing Intelligence supports structured feasibility, routing, and costing outputs where manual estimation may take days.
- Traceable AI Output: HELIX is designed to ground findings in customer standards, drawing history, and manufacturing context rather than producing opaque results.
Who HELIX Is Built For
HELIX serves engineering, quality, manufacturing process, costing, estimation, production planning, operations, and shop-floor teams. It is especially relevant for automotive OEMs, auto-component manufacturers, industrial equipment builders, heavy engineering firms, make-to-print manufacturers, oil and gas equipment fabricators, chemical processing vessel manufacturers, contract manufacturers, aerospace suppliers, and precision manufacturing organizations.
What Makes HELIX Different
HELIX is built for manufacturing judgment rather than generic document processing. It recognizes engineering features, supports drawing-history context, compares revisions, searches by engineering meaning, and connects design, estimation, planning, execution, downtime, and quality workflows into a single intelligence layer.
Getting Started on AWS Marketplace
HELIX is available as a metered offering through AWS Marketplace. To get started:
- Subscribe through the AWS Marketplace listing.
- Request a deployment review with Cognaize Systems to assess your drawing workflows, integration requirements, and the right HELIX configuration for Design Intelligence, Manufacturing Intelligence, or a connected factory deployment.
- Go live with a configuration tailored to your engineering and manufacturing environment.
Contact Cognaize Systems to request a demo or to discuss a pilot engagement suited to your team's needs.
Highlights
- Up to 91% faster drawing reviews - reducing review time from 8 hours per drawing to approximately 45 minutes. Unlike generic document-processing AI, HELIX applies manufacturing judgment, interpreting tolerances, GD&T callouts, revision history, and cross-drawing dependencies to surface issues that matter on the shop floor. This means engineering teams spend less time on manual review and more time on high-value decisions.
- End-to-end manufacturing workflow coverage from a single drawing input. HELIX extracts feasibility assessments, process routing, cost estimation, and inspection planning directly from 2D drawings and 3D models - replacing fragmented manual steps with a unified AI-driven pipeline. Semantic similarity search finds relevant past parts by engineering meaning, not just file names, so teams can reuse proven routings and avoid redundant work.
- Deploys in your environment and connects to existing ERP, PLM, and MES systems to close the loop between engineering and production. HELIX is designed to fit into your current workflows rather than replace them, feeding AI-generated insights directly into the systems your teams already use. Revision-history-aware analysis ensures that design changes are tracked and reflected across downstream manufacturing plans.
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Pricing
Pricing is based on the duration and terms of your contract with the vendor, and additional usage. You pay upfront or in installments according to your contract terms with the vendor. This entitles you to a specified quantity of use for the contract duration. Usage-based pricing is in effect for overages or additional usage not covered in the contract. These charges are applied on top of the contract price. If you choose not to renew or replace your contract before the contract end date, access to your entitlements will expire.
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Dimension | Description | Cost/month | Overage cost |
|---|---|---|---|
Design Essentials | Entry enterprise package for AI-assisted engineering drawing review, semantic similarity search, feasibility checks, and faster quote/design validation for a single engineering team. | $100.00 |
Dimensions summary
This listing offers one contract package: Design Essentials, billed in Units. It is an entry enterprise package scoped to a single engineering team. You commit under a contract, and the Units measure your usage. The package covers AI-assisted engineering drawing review, semantic similarity search, feasibility checks, and quote and design validation. Because there is one dimension, pricing does not tier up across levels. Instead, you buy the defined package for one team, and the Unit count reflects the volume you commit to under the contract term.
Top-of-mind questions for buyers
The package is scoped to a single engineering team. Units measure your committed usage of drawing review under the contract. Since the marketplace data does not spell out the exact per-Unit metric, confirm with the vendor whether Units count drawings reviewed, reviews run, or another volume measure before you commit.
You get AI-assisted engineering drawing review, semantic similarity search, feasibility checks, and quote and design validation. The review covers 2D drawings and 3D models across manufacturing technologies like machining, casting, forging, and sheet metal. Findings include severity levels and recommended fixes, plus version comparison across drawing revisions.
No. Design Essentials is scoped to a single engineering team, as stated in the package description. If more teams need access, contact the vendor to discuss expanding your commitment. The Unit count you buy reflects the usage volume for that one team under the contract term.
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Software as a Service (SaaS)
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
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Contact Support
Cognaize Systems provides support for HELIX via email. For technical issues, troubleshooting, or product questions, contact the support team at support@cognaizesys.com . For general inquiries, onboarding questions, or refund requests, reach out to info@cognaizesys.com .
Getting Started
To begin using HELIX, subscribe through AWS Marketplace or contact Cognaize Systems for a demo or deployment review. The deployment review assesses your drawing workflows, integration requirements, and the right HELIX configuration for your environment. HELIX is designed to run in your environment and integrate with existing ERP, PLM, and MES systems.
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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