Why source, tenant, personal-data, provider and human-approval boundaries belong at the start of product design.
Artificial Intelligence · · 6 min read
Enterprise AI success does not depend on model choice alone. Allowed data, visible sources and outputs requiring human approval must be defined from the beginning.
When prompt versions, source coverage, evaluation scenarios, error types and cost boundaries are observable, an AI feature becomes a sustainable product component.
This article is derived from Ermada Group’s version-controlled product, testing and production contracts. Provider-specific decisions are verified separately against official documentation and the applicable customer account.
No. Architecture, providers and operations are verified against existing systems, data ownership, security requirements and product goals.
The relevant scope is evaluated in discovery against the current systems and target outcomes.
Tell us the problem, current systems and target. We will define a practical first step together.
