Why Hybrid Deterministic + LLM Systems Win
Oct 12, 2023 • 5 min read
In the rush to adopt GenAI, many businesses connect LLMs directly to core systems and hope for the best.
The Problem with Probabilistic Systems
LLMs are probabilistic. Engineering needs deterministic outcomes for critical workflows.
Our Hybrid Approach
- Layer 1: Deterministic rules and strict validation.
- Layer 2: LLM reasoning only for semantic ambiguity.
- Layer 3: Schema verification before output.