Augmented AI Labs

How JAMCO America Turned Thousands of Engineering Drawings Into a Competitive Advantage with AI

AI-powered Drawing Explorer transforms RFP response workflows across departments

In the world of commercial aircraft interiors, speed and precision wins contracts. At JAMCO America, responding to RFPs isn’t just about price—it’s about showcasing the company’s deep expertise across decades of aircraft configurations, engineering designs, and retrofit programs. But when that knowledge is trapped in thousands of technical PDFs and drawing sets, even the most experienced proposal team faces a bottleneck.

That’s why JAMCO turned to Augmented AI Labs to unlock the full value of its engineering archives—and turn them into a competitive advantage.

The Challenge: Navigating Complexity at Scale

JAMCO’s product knowledge is vast—spanning galleys, lavatories, seats, structures, electrical systems, and cabinetry installations across more than 3,000 aircraft. Each RFP response requires teams to pull together specific product information, validate configuration details, and build accurate Bills of Materials (BoMs)—all under tight deadlines.

Previously, engineers had to search through hundreds of drawings manually, a process that could take hours per proposal and carried the risk of missing critical details.

The Solution: Drawing Explorer

Working closely with JAMCO’s business and R&D teams, Augmented AI Labs built Drawing Explorer, a purpose-built AI tool designed to:

  • Index and extract data from thousands of complex engineering drawings and PDFs
  • Enable natural language and image-based search across part numbers, descriptions, and design details
  • Integrate directly into JAMCO’s existing ERP and proposal workflows
  • Reduce the time to find relevant designs from hours to minutes

The intuitive UI is optimized for engineering teams—allowing them to locate and compare designs quickly, collaborate effectively, and construct more competitive proposals with less business risk.

“We are happy that we chose Augmented AI Labs to help conceive and build the Drawing Explorer for us. They are customer focused, solution oriented, with a business model that matches our approach to successful partnership.”

The Results: Faster Proposals, Broader Use Cases

Drawing Explorer has already transformed JAMCO’s proposal development process—cutting search and discovery time drastically while ensuring more accurate bids.

And it’s not stopping there. Other engineering teams have begun using the tool to streamline workflows like structural modification, cabinetry design, and retrofit planning. What started as a proposal assistant is fast becoming a core part of JAMCO’s knowledge infrastructure.

By converting decades of product knowledge into an accessible, AI-powered interface, JAMCO is equipping its teams to respond faster, win more, and collaborate better.

This is what “AI for Knowledge-Base Workflows” looks like in action.

Learn more in the Customer Story
Explore the concept in our AI for Knowledge-Based Workflows blog post

About Larry Arnstein

Larry brings broad technical and business experience to Augmented AI Labs. Larry joined the Augmented AI Labs team after a long entrepreneurial career that included helping lead Impinj to IPO in 2016 as a member of the executive leadership team, followed by the acquisition of Xnor.ai by Apple in 2019 where he was head of market and product strategy. Larry then left Apple to become the CTO and co-founder of AirTerra, a retail supply chain solution provider that was acquired by American Eagle Outfitters in 2021.

About Augmented AI Labs

Augmented AI Labs is a leading provider of AI-driven workflow solutions aimed at enabling businesses to optimize the key operational aspects that bring value to their clients.  With Augmented AI Labs, you get more than just an AI service provider; you get a partner committed to your business’s success. We strive to make AI accessible, understandable, and beneficial for all businesses, regardless of size or industry.

Our AI development team is ready to help your business at every step. We’ll guide you from planning to launch, and from training to support. Whether it’s integrating process automation or conversational AI, you can think of us as a dedicated AI partner.

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