Part 4/12:
Despite widespread expectations, actual usage data shows that over 80% of AI tools are currently utilized for code generation, whereas less explored areas like testing, review, and documentation remain relatively untapped, presenting opportunities for future innovation.
Building a Unified AI Ecosystem
For AI to be truly transformative, organizations must develop a layered and platform-agnostic architecture incorporating:
- Model Layers: Leveraging a mix of first-party (e.g., OpenAI, Google, Microsoft), open-source, and third-party models. Integrating these at the infrastructure level allows flexible deployment tailored to specific workflows.