A Construction Industry AI Breakthrough

SpecBooks, serving over 10,000 customers in the construction industry, faced a critical challenge. A rapidly growing customer base was pushing their quoting product to a breaking point under the strain of processing complex Request for Proposals (RFPs).

Despite using Amazon Textract, Bedrock and writing thousands of lines of custom code, they still struggled to handle documents outside specific formats and complex layouts were either impossible to process or required extensive manual intervention.

Their engineering team was caught in an endless cycle: manually reviewing OCR outputs, validating product matches against their 13-million-part database, and constantly maintaining a growing custom codebase. The situation was preventing SpecBooks from scaling their business to meet the growing demand of their industry.

Everything changed when SpecBooks integrated Meibel's AI platform. Instead of struggling with limited OCR capabilities and manual verification, they now had:


• Advanced OCR that could handle any document format or complexity

• Built-in confidence scoring that ensured accuracy from document processing through final output

• A versioning system that let them iteratively improve extraction prompts until they achieved production-ready accuracy

• Simple API integration that connected document processing to their product database


The implementation process itself demonstrated the power of the solution. In just weeks, SpecBooks replaced thousands of lines of custom code and manual processes with a streamlined system that required minimal maintenance. Their existing engineering team handled the entire transition, creating and refining prompts through Meibel's platform until they achieved consistent, accurate results.

The transformation went far beyond simply automating manual processes:

• Bid volume increased 400% while processing time plummeted

• Complex documents that once required manual review are now processed automatically

• Quote accuracy improved 150% through better document processing and confidence scoring

• Engineers focus on innovation instead of maintaining OCR code and fixing errors

• The technology stack is simpler and more manageable

• All 10,000+ customers benefit from faster, more accurate quotes

What makes this transformation remarkable isn't just the dramatic improvement in efficiency - it's how it positioned SpecBooks for the future. Without Meibel's platform, they would have needed to significantly expand their engineering team and continue wrestling with document processing limitations. Instead, they've built a scalable foundation that can handle growing volume and complexity while maintaining accuracy.

SpecBooks didn't just automate a process, they proved that with the right AI platform, even the most complex document processing challenges can be solved without expanding engineering teams or compromising accuracy. Their success shows how AI, properly implemented, can transform not just operations but the entire businesses.