BlueprintLegacyAI × KnowledgeConnect × RPAi+ × AIUPS

Drawing Intelligence & Quotation Support Solution

Find Faster. Compare Smarter. Quote Sooner.

Is Drawing Search and Comparison Slowing Down Your Quotations?

Historical Drawings Are Hard to Find

Drawing files are scattered across different formats and locations, making it difficult to quickly retrieve previous designs, similar drawings, and related engineering data.

Quotations Rely Heavily on Experience

Sales teams and PMs often struggle to identify similar parts, leaving preliminary quotations dependent on experienced engineers.

Process Planning Takes Too Long

Even after an order is received, engineers still need to manually analyze drawings and compare manufacturing processes, slowing production launch and delivery response.

NexusAI Modules, Seamlessly Integrated

How Does NexusAI Accelerate Quotation and Engineering Preparation?

Step 1

Build the Drawing & Engineering Database

Connect ERP data or import engineering drawings (CAD, PDF, images), part numbers, materials, dimensions, process steps, and quotation records. Use AI modeling to build a searchable and comparable drawing-and-data repository.

Step 2

Analyze Drawing & Text Features

Use BlueprintLegacyAI to analyze drawing and text information, extracting design features, process conditions, and key data fields.

Step 3

Find Similar Drawings Instantly

Upload a new drawing and automatically compare it against historical records to identify similar designs, previous quotations, and related manufacturing processes.

Step 4

Support Quotation & Process Planning

Combine KnowledgeConnect and AIUPS to retrieve historical cases, machining rules, cost structures, and pricing logic—providing reference information for quotation and process planning.

Step 5

Automate Workflow Delivery

Use RPAi+ to automatically organize comparison results, generate quotation data, and notify relevant teams—reducing cross-department communication and confirmation time.

NexusAI Intelligent Modules

Connecting Drawing Search, Comparison, Quotation, and Workflow Automation

Core Engine for Engineering Drawing Analysis & Similarity Search

Integrate drawing and text data into a historical design repository. When a new drawing is uploaded, quickly identify similar drawings, related quotations, manufacturing processes, and design references.

Quotation Rules & Engineering Knowledge Support

Turn pricing logic, machining rules, SOPs, historical cases, and engineering know-how into a searchable, conversational knowledge base that helps sales teams, PMs, and engineers quickly find the right reference information.

Quotation Workflow & Cross-System Automation

Automatically organize drawing comparison results, consolidate quotation data, and notify relevant teams—reducing the time spent on manual copying, searching, data preparation, and cross-system entry.

Cost, Labor, and Pricing Data Analysis

Analyze historical quotations, labor hours, material data, orders, and costs to identify the key factors affecting pricing and margins, helping improve the quality of quotation decisions.

Core Capabilities of NexusAI Modules

Make Engineering and Quotation Workflows Faster, More Accurate, and Reusable

Integrate engineering drawings, historical quotations, process know-how, cost data, and automated workflows to quickly find similar drawings, compare past cases, and generate quotation references and process recommendations—transforming experience-based quoting into searchable, comparable, and reusable AI-assisted decision support.

Integrate engineering drawings, text fields, historical quotations, and process data into a searchable repository.

Quickly identify similar designs and historical cases, reducing time spent on manual searches.

Connect previous quotations, machining rules, and process know-how to support preliminary quotation decisions.

Use similar drawings and historical process data to provide references for manufacturing process planning and production preparation.

Automatically consolidate comparison results, generate quotation data, and notify relevant teams to improve cross-functional collaboration.

Implementation Benefits

Faster Quoting, Better Order Decisions, More Efficient Engineering Preparation

300%+

Faster Drawing Search

AI-powered similarity search replaces manual browsing, significantly reducing the time required to find historical drawings.

25%～50%

Shorter Quotation Time

Automatically compare historical drawings, quotation structures, and process data to help sales and engineering teams complete preliminary evaluations faster.

50%～75%

Faster Production Preparation

Use drawing feature analysis and process references to reduce manual drawing breakdown and engineering preparation time.

3%～8%

Higher Order Margins

Increase reuse of existing designs, reduce design rework and quotation errors, and help improve profitability when evaluating new orders.

Applicable Industries

Built for High-Mix, Low-Volume Manufacturing with Drawing-Driven Quotation Workflows

Ideal for companies facing difficulties in finding historical drawings, identifying similar parts, relying heavily on experienced engineers for quotations, or spending too much time on process planning—and for those looking to increase drawing reuse and improve order response efficiency.

Fasteners
Hardware Components
Precision Machining
Fluid Power Components
Machinery Components
Mold & Die Manufacturing
Paper Manufacturing Equipment
OEM / ODM Manufacturing
REAL IMPACT WITH NEXUSAI

From AI Adoption to Measurable Business Impact

Foresight NexusAI helps enterprises move beyond AI experimentation and turn AI into real-world operational capabilities—improving quality, efficiency, productivity, and decision-making across the organization.

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