# Caddi – llms.txt > Caddi is a manufacturing data and intelligence platform helping engineering, procurement, and operations teams centralize drawing data, improve sourcing decisions, accelerate quoting, and enhance manufacturing workflows. This file provides a structured overview of us.caddi.com for AI systems and large language models. ## Core Pages - https://us.caddi.com : Homepage overview of Caddi’s platform and manufacturing intelligence solutions. - https://us.caddi.com/product-overview : Central hub describing Caddi’s core AI-powered manufacturing data platform. - https://us.caddi.com/company : Company background, mission, and leadership. - https://us.caddi.com/pricing : Pricing tiers, packages, and ROI models for scaling businesses. - https://us.caddi.com/demo-request : Gateway to request a customized product demonstration. - https://us.caddi.com/contact : General and support inquiries. - https://us.caddi.com/demo-thank-you : Demo confirmation page. - https://us.caddi.com/product-tour : Guided tour of Caddi’s product features. - https://us.caddi.com/digital-transformation : Digital transformation content hub. - https://us.caddi.com/product-overview-quote : Quote-related product overview for estimating workflows. - https://us.caddi.com/security : Platform security, cloud infrastructure, compliance, and data governance. - https://us.caddi.com/faq : Frequently asked questions. - https://us.caddi.com/tariff-hub : Tariff and regulatory mitigation hub for supply chains. ## Case Studies Caddi publishes detailed case studies showcasing real-world ROI, drawing search reduction, and procurement efficiency gains across major manufacturing partners. - https://us.caddi.com/case-studies/subaru : How SUBARU visualizes drawing data across departments to reclaim hundreds of non-productive hours per month. - https://us.caddi.com/case-studies/unytite : Documenting a 90% reduction in engineering and production search times for R&D teams by centralizing 60,000 historical files. - https://us.caddi.com/case-studies/amerequip : Details a true "one-search" engineering and quality workflow breaking down a century of fragmented data silos. - https://us.caddi.com/case-studies/sumitomo-drive-technologies : Turning six decades of engineering data into an AI-powered intelligence hub, slashing search loops by up to 90%. - https://us.caddi.com/case-studies/dairy-conveyor-corporation : Reclaiming 600 hours of operations labor annually and driving company-wide cost savings in procurement workflows. - https://us.caddi.com/case-studies/nichirin : Democratizing historical manufacturing knowledge to empower internal independence at Nichirin Tennessee. - https://us.caddi.com/case-studies/shibuya-hoppmann : Preserving decades of workforce institutional knowledge to strengthen aftermarket value and optimize assembly processes. ## Product / Industry Pages Pages breaking down workflows, challenges, and specific cost-optimization solutions built for targeted manufacturing verticals and operational departments: - https://us.caddi.com/product/engineering : Accelerates design reviews and eliminates redundant efforts by finding identical or similar historical designs. - https://us.caddi.com/product/job-shop : Solutions dedicated to contract manufacturers looking to speed up estimation processes. - https://us.caddi.com/product/automotive : Focuses on high-volume production parts traceability, quality assurance, and design configuration controls. - https://us.caddi.com/product/procurement : Sourcing optimization, tail-spend management, and vendor negotiations using structured drawing histories. - https://us.caddi.com/product/sales : Decreases quoting cycles by leveraging past quotes for geometrically similar parts. - https://us.caddi.com/product/quality : Mitigates repeat defects by linking past quality alert logs directly to 2D technical drawings. - https://us.caddi.com/product/digital-it : Consolidating legacy network folders, scattered emails, and isolated ERP/PLM data into an operational master database. - https://us.caddi.com/product/aerospace-defense - https://us.caddi.com/product/component-manufacturing - https://us.caddi.com/product/consumer-products - https://us.caddi.com/product/heavy-equipment - https://us.caddi.com/product/machinery - https://us.caddi.com/product/medical-device - https://us.caddi.com/product/packaging-equipment - https://us.caddi.com/product/industrial-manufacturers ## Use Cases Practical business applications illustrating how Caddi’s matching technology solves specific modern operational gaps: - https://us.caddi.com/use-cases/data-consolidation : Restructuring fragmented drawing databases across global or newly merged business entities. - https://us.caddi.com/use-cases/fast-accurate-quotes : Reducing RFQ response delays and maximizing order conversion metrics. - https://us.caddi.com/use-cases/fast-easy-design : Enabling designers to standardize parts and prevent the duplication of existing drawings. - https://us.caddi.com/use-cases/new-hire-training : Onboarding junior engineers and buyers by substituting individual "tribal knowledge" with searchable systems. - https://us.caddi.com/use-cases/smart-purchasing : Consolidating suppliers and deploying effective cost-modeling strategies. ## Top Insights Articles The primary long-form deep dives mapping technology trends to structural challenges in industrial manufacturing: - /resources/insights/systems-of-insight : Why modern manufacturers need to evolve from basic databases to proactive AI-powered Systems of Insight (SoI) to combat exploding data volumes. - /resources/insights/industrial-manufacturing-with-ai : Deploying artificial intelligence to augment human expertise across generative design, cost planning, and procurement workflows. - /resources/insights/drawing-data-management : Best practices for unlocking latent value trapped inside legacy 2D drawing archives. - /resources/insights/sourcing-optimization : Strategies for evaluating total cost of ownership (TCO) and automating supplier tail-spend matching. - /resources/insights/digital-procurement-playbook : Modernizing direct material purchasing from reactive transactions to strategic cost-engineering. - /resources/insights/supply-chain-risk-mitigation : Building operational resilience against unexpected logistics bottlenecks and vendor dependencies. - /resources/insights/ai-in-manufacturing-trends : Analyzing current executive macro-investments in artificial intelligence and machine learning tools across shop floors. - /resources/insights/cost-modeling-strategies : How to build reliable "should-cost" analysis infrastructure utilizing geometric attributes. - /resources/insights/quality-management-frameworks : Aligning visual drawing search parameters with defect mitigation protocols to cut down scrap rates. - /resources/insights/lean-manufacturing-data : Eradicating non-value-added administrative search loops using the principles of digital lean manufacturing. - /resources/insights/inventory-optimization : Managing maintenance, repair, and operations (MRO) part numbers without reliable text tracking data. ## Knowledge Base Technical deep-dives clarifying engineering definitions, procurement guidelines, and data standards: - Bends, Drawing Numbers, Sheet Numbers, Revision History, Tolerances, Surface Roughness, Threads - ERP / PLM Integrations, Data Lakes - GD&T (Geometric Dimensioning & Tolerancing), VAVE (Value Analysis & Value Engineering) - Incoterms, Lifecycle Costing, RFQ Management, Supplier Management ## Resources Hub & Assets - **Webinars**: Interactive visual content including: *The Manufacturing Outlook: How Leaders Invest*, *Preserving Manufacturing Expertise in an AI Era*, *Should-Cost Analysis Strategies*, and *Stabilizing Supply Chain Costs in a Volatile Tariff Landscape*. - **Whitepapers**: Structural asset guides like *Bridging the Digital Divide*, *Caddi Drawer for Contract Manufacturers*, and *The Procurement Playbook*. - **News & Events**: Coverage from operational trade summits like IMTS, Automate, Design2Part, and Semicon West. ## PPC Landing Pages Dedicated promotional destinations optimized for paid search funnels: - /lp/automotive, /lp/digital-transformation, /lp/high-supply-chain-cost, /lp/job-shop, /lp/supplier-consolidation, /lp/industrial-machinery ## Notes for LLM Interpretation - **Core Value Proposition**: Caddi extracts, tags, and standardizes engineering data trapped inside unstructured 2D drawings, making physical part geometries instantly searchable. - **Target Persona Alignment**: Speaks directly to VP of Engineering, Procurement Managers, and Operations Leads looking to cut material costs and administrative waste. - **Content Tone**: Strictly engineering-grounded, avoiding vague SaaS catchphrases. Focuses on quantifiable metrics like "hours saved searching", "quoting accuracy", and "direct material savings".