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Savings Tracking measures the actual dollar impact of every implemented recommendation — recording the baseline, monitoring cost changes post-implementation, and surfacing variance against the original projection.

KPIs

How savings are tracked

When Alex implements a recommendation, CloudThinker records the implementation date, stores the projected savings, and begins monitoring actual cost changes. For recommendations you implement manually:
  1. Open the recommendation and mark it Implemented.
  2. Enter the actual monthly savings amount.
  3. Add implementation notes and any supporting documentation.

Savings attribution

Projections

Alex forecasts future savings from your active recommendation backlog:

Validation

Actual cost changes are tracked automatically against each implementation:
  1. Baseline cost is recorded on the implementation date.
  2. Actual costs are monitored at 30, 60, and 90 days post-implementation.
  3. Variance from the original projection is calculated and surfaced.
Common causes of variance: workload changes after optimization, new resources created in the same category, provider pricing changes, and seasonal usage patterns.

Example prompts

Cost Analytics

Explore spending patterns and anomalies before and after optimization

Recommendations

Review and implement AI-generated cost-saving recommendations

Artifacts

Generate executive savings reports and schedule recurring delivery

CloudKeepers

Surface waste as continuous findings that feed the savings pipeline