DeepSeek: Business impact and costs
Expanded web report · Related PDF snapshot: 22 October 2026 · PDF page 6
Research reviewed 22 October 2026 · Evidence and editorial planning guidance are distinguished below.
The business process at risk
AI-enabled applications, subcontractor services and citizen-facing workflows with federal obligations or customer restrictions.
An unplanned model removal can interrupt customer service or change output quality. The business problem is satisfying applicable obligations while maintaining a tested workflow and an auditable supplier inventory.
Build an estimate from your own operation
Estimate interruption, investigation, recovery and continuing control costs separately. Use a range and state the assumptions. Avoid adding overlapping losses twice: an order delayed and later fulfilled is different from an order permanently lost. The report does not assign a universal dollar loss or a probability of breach.
- Interruption: affected transactions or staff hours × your measured contribution or cost, adjusted for work recovered later.
- Response: internal hours, specialist support, clean capacity and supplier coordination actually required.
- Recovery: rebuilding, validation, transaction reconciliation and customer support during the transition.
- Continuing operation: ownership, maintenance, access review and recovery testing after normal service returns.
Decisions for the operating team
- List customer commitments that explicitly constrain model or supplier use.
- Coordinate a controlled transition and training for staff using the replacement.
- Assign procurement and legal ownership for the assessment.
A scenario to rehearse
Illustrative exercise, not an observed customer incident: A service desk buys an AI assistant under one brand, but its fallback model comes from a restricted provider. The exercise traces the routing configuration and customer commitments before switching the assistant back on.
Evidence before accepting the cost
A documented applicability decision and an approved transition budget where required.
Compare immediate continuity work with longer-term architecture changes. Migration can reduce specific maintenance responsibilities, but it cannot replace investigation of an active compromise. Evaluate the controls and retained responsibilities of the proposed operating model, including recovery and exit.
Decision checkpoint
Do we know the providers behind the services we promise customers are approved?