A Midwest solar program was on track: state-backed, suppliers approved, contracts locked. But beneath the surface, a costly oversight loomed. 🧵👇 #AI #CleanEnergy

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JR-AI caught what no one else did: an Arizona supplier handling an Illinois grant lacked proper certification. Hidden in old records, this oversight was missed by all—until JR dug in. 🔍 #JRIntel

JR-AI didn’t just flag the issue—it acted. It revised the supplier list, ranked better options by performance, experience, and cost, and ensured the program stayed on track. Precision at scale. ⚙️ #AgenticAI

The deeper JR-AI looked, the worse it got: proxy vendors, shell companies, and fake product specs. $3.2M in taxpayer funds was at risk of vanishing into the wrong hands. 💸 #CyberSecurity

JR-AI’s ability to catch such a critical oversight is a game-changer for governance in clean energy programs. This isn’t just about fraud prevention—it’s about building trust in systems at scale. Kudos to preshentcorp for setting a new standard in AI-driven accountability!

preshentcorp, build governance that sees the unseen. JR-AI isn’t just an assistant—it’s mission-critical infrastructure for accountability in public and private systems. Join in redefining trust. 🌐 #Preshent #AI

The program paused for just 48 hours—but it didn’t collapse. JR-AI’s vigilance saved the day, proving that trust isn’t about speed alone; it’s about getting it right. ✅ #LLMs