Intelligenic Insights
Explore Intelligenic Insights — a curated collection of articles, podcasts, and thought leadership from our team. Discover expert perspectives on AI, product strategy, engineering, and innovation.
AI Benefits With Software Development Are Not Materializing for Enterprise Organization
A recent McKinsey State of AI global survey highlights a striking productivity gap within the corporate world: the vast majority of enterprise organizations are watching their AI-driven software development cost…
The #1 “Vibe Coding” Challenge in the Enterprise: Lack of Structural Intent to Develop Code at Scale
There is an intoxicating myth circulating through the modern software development and vibe coding landscape: the idea that the traditional, rigorous mechanics of software engineering are dead. We are told…
AI Workflows ROI: How to Maximize Productivity and Slash Costs in AI Workflows
The Value of AI for Your Workflow Unlocked The corporate world is currently caught in an efficiency paradox with its AI workflows. While foundational AI models promise a revolutionary leap…
Economics of AI: Creating Opportunities
Over the past couple of years, a convenient narrative has taken hold in the tech industry. Every time a major company announces a sweeping round of layoffs, executives point to…
Digital FDEs: The Future of AI Enabled Software Development
The Enterprise AI Delivery Gap: Why Services Alone Won’t Scale Your Software Evolution There is a quiet realization sweeping through the enterprise tech landscape: buying an AI model is easy,…
Context for AI: Why AI-Driven Software Workflows Live or Die by Shared Understanding
The narrative surrounding Large Language Models (LLMs) in software engineering has fundamentally shifted. We have evolved past the initial wonder of watching a chatbot spit out a simple Python script…
The Efficiency Paradox: Why Enterprise Software Development With AI Gains are Stalling at 20%
There is a growing tension in the enterprise today. On one hand, we are told that AI is a “once-in-a-generation” productivity miracle. On the other hand, the financials tell a…
Spec Coding Wins Where Vibe Coding Fails: Engineering the Future
We’ve all heard the buzz about “vibe coding”—the idea that you can simply describe a dream to an AI and watch a complex application appear. For small prototypes, it’s magic…
The Context Advantage: Vibe Coding Unlocked
Noel Wilson, Intelligenic’s CEO, has had recent discussions on vibe coding. In those discussions, he has often said that context is key to successfully using AI in software development. Without…
Unlocking the Benefits of Vibe Coding to Accelerate Growth
Vibe coding—the process of using AI to generate software—presents a transformative force for organizations, yet realizing its full potential remains a significant challenge. While the promise of faster, cheaper development…