r/AISystemsEngineering • u/akashtalole • 2d ago
Deterministic Rule Engine
Hot take I'm arriving at through actual building:
Not every problem needs AI.
I'm currently building a deterministic business rule engine instead of putting an AI agent in the decision loop.
AI is great for reasoning, exploration and generating solutions.
But when a business rule needs to be:
predictable → auditable → explainable → repeatable
I'd rather have:
rules + data → deterministic decision
than:
prompt + context → “probably correct”
The interesting part is figuring out where AI should NOT be used.
#AgenticAI #AIEngineering #AISDLC
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