A lengthy implementation increases the risk that the business requirements and process assumptions established during early discovery are no longer valid when the solution is finally deployed. Manufacturing organizations operate in environments where customer demand, supply chains, commercial policies, operating procedures, organizational structures, and technology dependencies can change substantially within a year.
The Agentforce Manufacturing Professional Discovery domain explicitly requires consultants to identify and prioritize potential blockers and areas of improvement in existing processes and workflows and to determine project scope, feature priorities, and timeline.
Salesforce's Well-Architected guidance similarly emphasizes that adaptable solutions must evolve with changes in the business and that architecture should account for both near-term and longer-term business direction.
If delivery takes too long, workflows documented during discovery can become obsolete before development is completed. This creates requirement churn, redesign, retesting, change requests, and stakeholder dissatisfaction—the exact conditions that can produce additional project blockers.
Software releases must certainly be accommodated, but Salesforce's regular release cycle does not inherently make a project unsuccessful. Nor should Manufacturing Cloud automatically interfere with existing systems; appropriate architectural and integration design is intended to prevent that.
Study Guide references/topics: Discovery — Business Process Analysis; Blocker Identification; Project Timeline; Requirements Volatility; Adaptable Architecture.