Handle scope changes during AI implementation

Maintain a visible scope baseline

Keep the current workflow, users, integrations, exclusions, and acceptance cases in one agreed document. Link material decisions to that baseline. If different stakeholders carry different versions of the project in their heads, almost every review can generate a disagreement about what was promised. A brief, current scope record is more useful than an extensive proposal that nobody updates after discovery.

Classify the new finding

A broken agreed behavior should be handled as a defect. A new department or destination action may be an expansion. A provider limitation discovered during an agreed feasibility stage may require a design decision. Ask the agency to explain the classification with evidence. Avoid automatically treating every surprise as chargeable change or assuming every new request fits the original commitment.

Assess the effect on acceptance and operations

A seemingly small addition can alter permissions, review workload, or the support boundary. Identify which tests and documentation would change. NIST’s secure development framework is a reference for disciplined software change; our recommendation is to evaluate the complete workflow consequence rather than counting only the lines of code or interface elements involved in the request.

Reference: NIST: Secure Software Development Framework

Make a bounded decision

Record the selected option, owner, and revised deliverables through the agreed commercial process. Preserve a viable initial release when a later capability can be separated cleanly. Agentix strategy and implementation work can use staged scope decisions to keep uncertainty visible. The goal is a delivery record that both parties understand, with no hidden backlog masquerading as finished work and no approved requirement quietly disappearing during launch preparation.

Reference: Agentix (publisher): Agentix services

Common questions