Beyond The AI Hype Cycle
Substantive, contrarian perspectives on building reliable AI in regulated industries. No marketing fluff, just hard-earned insights.
At CogniSwitch, we believe that most AI discussions miss the fundamental challenges of regulated industries. Our essays explore the gap between AI hype and industry reality, offering perspectives that challenge conventional wisdom and provide concrete paths forward.
All Essays
Why Bringing Your Own LLM Changes Nothing
Enterprises believe using their own LLM keys avoids vendor lock-in. They're wrong. The model is just execution - your intelligence lives in the vendor's orchestration layer. Like individual resistance to switching chat apps, but enterprise-scale. Once your workflows depend on vendor-proprietary orchestration, migration becomes impossible. You're building equity in someone else's platform.
Vivek Khandelwal
CoFounder
Large Language Models and Knowledge Graphs: A Journey Towards Collaborative Intelligence
The vision of integrating LLMs and KGs goes beyond managing knowledge within an organization. It is about enabling AI as a collaborator in human progress, building on the collective spirit of human knowledge sharing.
Dilip Ittyera
Chief Executive Officer