By Alex Silva, VP Sales – Private Equity at Gorilla Logic For private equity firms focused on AI value creation, the question is no longer whether to act — it’s where to deploy capital for maximum impact within the hold period. You’ve made the case internally that AI matters. The investment committee is on board. […]
Category Archives: AI-Enabled Product Engineering
AI-Enabled Product Engineering, Platform Engineering, DevOps & SRE
AI Personalization for Retail: Why Engineering Systems Outperform Algorithms
Retail and CPG leaders investing in AI personalization are not short on ambition. Most organizations already invest heavily in customer data platforms, AI-driven recommendations, loyalty engines, and omnichannel tooling. Yet despite this investment, many brands still struggle to deliver experiences that feel timely, consistent, and genuinely customer-centric. The issue isn’t that AI doesn’t work.It’s that […]
AI-Enabled Product Engineering
Why Healthcare Software Delivery Breaks Down, and How Engineering Leaders Fix It
When critical healthcare software initiatives fall behind schedule, the immediate reaction is often to blame the tools. Leaders look for better platforms, more automation, or simply ask their teams to push harder. But in reality, delivery breakdowns rarely stem from a lack of effort. They start deep inside the engineering system itself. For engineering leaders […]
AI-Enabled Product Engineering
AI-Enabled Engineering: How Gorilla Logic Turns AI into Delivery Effectiveness
By Erick Leiva Lopez, AI Delivery Manager at Gorilla Logic Success in AI-Enabled Engineering is rarely a tooling story, it’s an operating model story. If you accelerate code creation inside an unchanged SDLC, you often just push work faster into the same bottlenecks: unclear requirements, risky deployments, slow approvals, and manual testing. At Gorilla Logic, […]
By Alex Silva, VP Sales – Private Equity at Gorilla Logic Let’s be honest: the conversation around AI value creation in private equity has completely changed. A couple of years ago, investment committees were asking “Is this AI stuff worth paying attention to?” Now they’re asking a much tougher question: “Will this actually create value […]
AI-Enabled Product Engineering
Are You Ready for Agentic AI? A Practical Framework for Enterprise Maturity
By Luis Escalante, AI Delivery Manager, Gorilla Logic After leaders understand the promise of Agentic AI, the next question is almost always the same. “How do we know if we are ready?” This is where many initiatives quietly fail. Not because the agents are not capable, but because the organization is not ready to operate, […]
AI-Enabled Product Engineering
Healthcare Software at Scale: Why Engineering Discipline Matters More Than Ever
Healthcare organizations rarely suffer from a lack of ideas or urgency. Instead, they face constraints caused by brittle systems, overloaded teams, and healthcare delivery systems that fail to scale under regulatory, operational, and clinical pressure. CTOs and engineering leaders in healthcare aren’t asking whether to adopt AI in healthcare. They are asking a more fundamental […]
AI-Enabled Product Engineering
Accelerating Medical Affairs Platform Development With an AI-Enabled Engineering Pod
Client Industry Solution Provided Technologies Used Global technology and medical affairs company Life Sciences / Pharmaceuticals AI-Enabled Engineering Pod, Software Development Acceleration, AI in the SDLC GitHub Copilot, Cursor, Custom GPTs (PR Reviewer, Epic-to-Story Converter, QA Automation, Bug Reporter), Jira, REST APIs, Domain-Driven Design The Challenge A medical affairs and compliance software client is building […]
AI-Enabled Product Engineering
From ROI to Return on Autonomy: How Agentic AI Changes the Enterprise Operating Model
By Luis Escalante, AI Delivery Manager, Gorilla Logic Most conversations about AI return on investment focus on familiar metrics like cost reduction, productivity gains, and faster execution. While these metrics matter, they overlook the most transformative shift that agentic AI introduces to enterprise operations. Agentic AI does not just optimize tasks. It fundamentally changes the […]
Enterprise leaders are not short on ambition when it comes to AI across the SDLC. They are short on results. Despite massive investment and enthusiastic adoption, most AI initiatives never deliver meaningful business value. According to recent research by Boston Consulting Group (BCG), only a small fraction of companies globally are capturing significant AI value, […]