March 17, 2025
Engineering, Phase 2 Labs

How Multi-Modal LLMs are Revolutionizing Document Processing Anyone who has worked with historical archives, ancestral records, or aged business documents knows the frustration all too well. You're staring at a handwritten letter from the 1800s, a faded hospital record, or a weathered legal document that holds valuable information—if only you could reliably extract it. Traditional Optical Character Recognition (OCR) promised to bridge this gap between physical documents and digital data, but for many challenging documents, it has fallen persistently short. For decades,...

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March 13, 2025
Business Software Development, Data Strategy and Governance

At A Glance: Data Governance Strategy In today’s rapidly evolving digital landscape, managing data effectively has become a critical priority for organizations. As data generation continues to skyrocket, along with growing regulatory requirements, the importance of establishing robust data governance frameworks is more pressing than ever. Poor data management not only results in substantial financial losses but also poses significant risks to security, compliance, and decision-making capabilities. A solid data governance strategy not only mitigates risk but also drives innovation, operational efficiency,...

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March 6, 2025
Business Software Development, Data Strategy and Governance, Phase 2 Labs

Executive Summary Organizations today face a critical inflection point in managing their data assets. According to Ocient, a leading data intelligence firm, global data creation will reach 200 zettabytes in 2025 (Ocient 2022). This explosive growth, combined with increasing regulatory requirements like GDPR, CCPA, and industry-specific mandates, creates urgent challenges in data management, security, and value creation. The cost of poor data management is substantial. Industry research from Gartner indicates that organizations lose an average of $12.9 million per year due to...

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February 24, 2025
Artificial Intelligence, Engineering, LangGraph, Phase 2 Labs, Technical Tutorial

LangGraph is a framework designed for building and managing complex AI workflows using a graph-based approach. This article provides a comprehensive guide to its core components, implementation patterns, and best practices. Key Highlights: LangGraph Studio: A powerful IDE for real-time visualization, debugging, and monitoring of graph executions. Features include graph visualization, hot reloading, and interactive debugging. Graph Components: LangGraph workflows consist of nodes (processing units), edges (connections defining flow), and state (persistent context). Types of Nodes: Includes LLM nodes (leveraging AI models), agent nodes...

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January 9, 2025
Business Software Development, Google Partner Advantage, Press Release

Phase 2 now offering existing custom software and AI solutions through Google Cloud partnership   OKLAHOMA CITY (Jan. 9, 2025) – Phase 2, an Oklahoma City-based technology solutions firm, announced today it has joined Google Cloud Partner Advantage as a Partner Level partner for the Service Engagement Model, enhancing and expanding Phase 2’s capabilities to offer customers tailored solutions that leverage the power of Google Cloud in addition to our currently offered capabilities. As a Google Cloud partner, Phase 2 offers customers...

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