SourceSage • Sample executive report

Cost Savings AI Analysis

Illustrative executive-style report showing how SourceSage can detect savings opportunities across spend, suppliers, contracts, and logistics. Sample data for demonstration only.

Total spend reviewed

$4.8M

Savings opportunity

$412K

Projected impact

8.6%

30-day quick wins

$133K

      Executive summary

      The AI review surfaced three high-confidence savings levers: price variance correction, supplier consolidation, and contract leakage recovery. These opportunities are immediately actionable without disrupting core operations.

Top savings opportunities

Opportunity	Current issue	Estimated savings	Recommended action
Price variance normalization	Equivalent items bought at inconsistent prices across entities and suppliers.	$168K	Standardize pricing corridors and route exceptions for review.
Supplier consolidation	Tail spend spread across low-volume suppliers in overlapping categories.	$121K	Shift demand to preferred suppliers with stronger negotiated terms.
Contract leakage	Off-contract purchases in office, pantry, and IT accessory categories.	$73K	Improve catalog steering and enforce policy-based buying paths.
Freight optimization	Expedited freight used where standard lead times were sufficient.	$50K	Apply delivery policy controls and approval rules for urgent routing.

AI findings by category

MRO & hardware consumables: repeated SKU variance across regions.
IT accessories: fragmented supplier base and inconsistent unit economics.
Office / pantry supplies: clear opportunity to raise catalog compliance.

Recommended next steps

Validate top 50 high-variance SKUs.
Approve supplier consolidation shortlist.
Convert approved actions into policy, catalog, and routing rules.