RIGHT ENGINES
Custom AI vs chatbot
A neutral comparison of custom ai vs chatbot with practical tradeoffs and selection guidance.
What is the difference?
A chatbot is an interface. Custom AI is a governed system built around data, decisions, validation, integrations, and acceptance criteria.
Which route fits?
Use a chatbot for conversation; use a custom engine when the organization needs reliable operational outcomes.
What does it cost?
Cost depends on whether the smallest sufficient solution is a reusable Outcome Kit, an Engine Sprint, a Private Engine, or custom Enterprise scope. Diagnose before pricing.
What inputs are required?
The real problem, desired outcome, available evidence, constraints, environment, risk, and acceptance criteria.
What are the limitations?
No route can compensate for missing evidence, unclear authority, or a problem whose economics do not justify implementation.
When should you not buy?
When a simple safe workflow already solves the problem, when validation is impossible, or when accountable professional judgment cannot be delegated.
Published 2026-08-31 · Updated 2026-08-31 · Version 1.0