Founder and CEO - USAF Vet; M.Sc. Eng; MBA; HBAPer: Data Squared has Created the Only Patented & Commercialized Hallucination-Resistant and Explainable AI Platform in the world!
Most AI solutions in the energy industry operate as complete black boxes, delivering recommendations without any insight into their underlying reasoning or decision making process. When you're managing millions of dollars in production assets, this lack of clarity creates a fundamental trust problem that goes far beyond simple technology preferences. Our AI Driven Lift Advisor represents a fundamentally different approach to artificial intelligence in energy operations, where every recommendation comes with complete transparency and full traceability back to its source data. This means understanding exactly why the system recommends one production optimized plan of attack over any other, how specific reservoir conditions influence production choices, and what happens when operational variables change over time. The difference between traditional AI and truly explainable AI becomes crystal clear when you're optimizing artificial lift systems and production performance across multiple wells, making critical decisions about ESP versus gas lift configurations, or determining the optimal timing for equipment conversions. - Every insight traces directly back to specific reservoir performance data, equipment sensors, and historical production records - Decision logic remains completely transparent, allowing operators to understand and validate each recommendation before implementation - Confidence in production optimization increases dramatically when you can see exactly how the AI reached its conclusions - ROI becomes measurable and verifiable because you understand the complete analytical pathway Traditional AI platforms tell you what to do without explaining their reasoning, but our approach shows you exactly why each recommendation represents the optimal choice for your specific operational context. When you're faced with breathing new life into a mature field, extending well life, reducing production decline, or maximizing recovery efficiency, you need AI that doesn't just perform at a high level, it explains every step of its analytical process. In energy operations, trust isn't just a nice to have feature, it's the foundation of every critical decision. The connections between your reservoir characteristics, equipment performance data, and production optimization opportunities already exist within your operational environment. Remember, you're not missing data, you're missing the connections in your data that matter. We simply make those connections visible, traceable, and actionable. What's your biggest challenge with current AI based approaches to production optimization? Follow me, Jon Brewton for daily insights about the intersection of energy and explainable AI!