Structured AI: The Next Leap in Business Efficiency Alex Kancewick of P2 Labs’ most recent blog explores how Anthropic’s Sequential Thinking MCP Server showcases the practical power of structured reasoning in AI. More than a technical proof of concept, this approach signals a shift in how businesses can operationalize artificial intelligence to address real-world challenges with clarity, precision, and speed. What Is the Sequential Thinking MCP Server—and Why It Matters for Business The Sequential Thinking MCP Server is built on Anthropic’s Model Context...

AI introduces new interaction patterns—and with them, new uncertainties. These systems are non-deterministic. That means even when a user asks the same question twice, the answers might not match. So what does it look like to design for that kind of unpredictability? How do we help users spot AI mistakes—without tanking their trust? One of the biggest UX challenges right now is figuring out how to acknowledge that AI gets things wrong—sometimes confidently wrong—without undermining the entire experience. Some evolving approaches:  Confidence indicators: Simple...

Parsing, Matching, and Acting with Context: A Foundation for the Future of AI Labor Unlocking New Possibilities with Multi-Modal AI The Resume Sizzler, developed by P2 Labs, is more than a resume builder—it's a glimpse into the future of applied intelligence. A few years ago, extracting meaningful insights from unstructured data at scale was nearly impossible. Built on advanced multi-modal AI, this system transforms unstructured data into actionable insights, enabling businesses to automate complex workflows, extract meaning from documents, and make smarter...

Shane Kempton, Jeremy Waller, and Stuart Williamson honored for driving Oklahoma’s technology forward through visionary leadership and cutting-edge solutions OKLAHOMA CITY (June 17, 2025) – Phase 2 is proud to announce team members Shane Kempton, Jeremy Waller and Stuart Williamson have been named to The Journal Record’s 2025 Power List: IT Experts and Innovators.  The Power List honors individuals and organizations making meaningful contributions to Oklahoma’s information technology landscape. It highlights leaders across the public and private sectors who are moving the...

Five-time honoree continues to build an inclusive, purpose-driven workplace rooted in trust, growth, and shared values. OKLAHOMA CITY (June 17, 2025) – Phase 2, an Oklahoma-based software engineering and AI consultancy, has earned national recognition by being named to Inc. Magazine’s 2025 Best Workplaces list. This annual honor highlights organizations that set the standard for employee engagement, workplace culture, and overall well-being. Phase 2 is proud to be the only Oklahoma company to receive this distinction five years in a row—a testament...