Estimate a practical AI system review planning metric from your own workload, policy, cost, or risk assumptions. This calculator shows the main result with supporting figures so teams can document a scenario, compare alternatives, and identify inputs that need validation. It is an operational planning aid and does not determine whether an organization complies with any law or regulation.
Capacity is the number of cases the team can complete in a typical week under the entered assumptions.
Do not treat capacity as a legal deadline determination; add time for escalation, identity verification, quality control, and holidays.
With 4 reviewers, 25 hours each, 80% utilization, and 90 minutes per case, productive time is 80 hours and capacity is 53.3 cases per week. At 50 incoming cases, the 3.3-case surplus clears a 120-case backlog in about 36 weeks.
No. It produces a planning estimate from the values entered; compliance depends on facts, scope, applicable law, and implementation.
Use the rules that actually apply to the organization, people, data, systems, and processing in scope. Ask counsel when more than one jurisdiction may apply.
Calculate at least an expected case and a conservative case. Document the source, owner, date, and range for each uncertain input.
No. The calculator cannot interpret law, determine liability, or predict how a regulator, court, or claimant will act.
Update it when volume, staffing, systems, vendors, policies, risk, or applicable requirements change, and on the organization’s scheduled review cycle.
| Input concept | How to use it |
|---|---|
| Scope | Define the covered business units, systems, records, and period. |
| Assumption source | Use measured internal data or a documented scenario value. |
| Review trigger | Recalculate after material operational or legal change. |