Opportunity Agent

Turn clean spend data into savings you can act on.

Opportunity Agents scan your spend, supplier, and contract data, surfacing savings ranked by value and confidence.

See Opportunity Agents in action Explore Atlas
Supplier consolidationHigh confidence

Office Supplies UNSPSC 44.10

€420,000 / yr est.
3 supplier codes: Staples NL · Staples Netherlands · OfficeCentre B.V.
Same product range, same delivery region, 3 separate codes
Suggested: consolidate to preferred supplier, initiate sourcing event
Assign to initiativeView evidence
Why optimization needs clean data

Most savings stay invisible
Buried in data too fragmented to find

The supplier overlap, the price creep, the unmanaged tail: it's all there, hidden behind messy data, not a lack of effort.

The agents under Opportunity Agents

Six specialist agents. One savings pipeline.

Tail Spend Agent

Surfaces fragmented tail spend, the small transactions that quietly add up, and where to consolidate it.

Maverick Spend Agent

Flags off-contract, off-catalogue buying and the categories where it runs highest.

External Benchmark Agent

Compares the prices you pay against the market and across your own sites.

PPV Agent

Detects purchase price variance at the line level, where prices paid drift from contracted rates.

Price Leakage Agent

Catches contract leakage, spend that should be on-contract but isn't, with terms unenforced.

Master Agreement Agent

Suggests improvements to your master agreements and contract terms, surfacing clauses worth renegotiating.

How Opportunity Agents presents findings

Every finding comes ready to act on.

Not a spreadsheet of flags, a structured card: what, where, how much, how confident, and what to do next.

  • Type, category & affected suppliersThe full scope of the finding at a glance.
  • Estimated annual value + confidenceRanked by impact, with the methodology disclosed.
  • Evidence summary & suggested actionThe data behind the finding, and a recommended next step.
  • Assign, set status, add to initiative trackerFrom insight straight into your savings pipeline.
Purchase price varianceMedium

Corrugated packaging 6 plants

€1.1M / yr est.
Unit price varies 18% across plants for identical SKU
Evidence: 4,200 invoice lines vs. contracted rate card
Suggested: align all plants to lowest contracted rate
Assign to initiativeView evidence
Built for procurement teams

How category managers drive savings with Opportunity Agents

1
Review

Prioritized list

A ranked list of opportunities for your categories, from the latest data cycle.

2
Drill in

Evidence & data

See the full spend picture, price differentials, and overlap behind any finding.

3
Assign

Link to a plan

Assign to an initiative, set ownership and a savings target, link a sourcing plan.

4
Track

Insight → realized

Track progress in the dashboard. The CPO view updates automatically.

Opportunities
Identified value€2.18M
Realized value€370K
OpportunityStageIdentified
Contract leakage on master MSAContract leakage · Bring Brightline & Northbound onto group rate83% confidence
In execution
€280K
Office supplies consolidation3 vendor codes · Staples NL · Staples B.V. · OfficeCentre91% confidence
Accepted
€420K
Tail spend rationalizationMRO & maintenance · 240 suppliers, 71% of lines under €10K67% confidence
Identified
€1.1M
Packaging price varianceSame SKU across 5 plants · 11% price spread88% confidence
In review
€640K
Executive visibility

A savings pipeline your CPO can trust.

Every category opportunity in one view \u2014 potential, in-progress, and realized savings. No manual reporting.

$1.43B
Total spend under management
8
Categories with live initiatives
YTD
Realized savings tracked live
100%
Findings with evidence trail
Human oversight

Opportunity Agents findings are surfaced
never auto-executed.

Opportunity Agents identifies and prioritizes opportunities, but never acts without human review. Decisions at this scale need judgment and context no AI can replace.

Review before action

All opportunity findings require team review before anything is acted on.

Auditable evidence

Every data point behind each finding is accessible and fully auditable.

Disclosed methodology

Savings estimates carry explicit confidence scores and methodology disclosure.

RETAIL
100%of spend categorized

From very limited visibility to a fully categorized spend view, at 97% accuracy.

  • A clean view of the unique suppliers across the group
  • A formal category taxonomy in place for the first time
Read the SPAR story
FMCG · EMEA
Daysnot quarters

Clean, classified spend data delivered fast enough to act on the same fiscal cycle.

  • First cross-regional PPV pricing comparison enabled
  • One governed taxonomy across regions
Read the Lamb Weston story
FAQ

Opportunity Agents questions, answered.

Opportunity Agents is designed to run on top of Atlas's governed data layer. The accuracy of its findings depends directly on the quality of the underlying data. Opportunity Agents can technically process raw data, but the opportunity quality and false-positive rate will reflect whatever data quality you start with.
Opportunity Agents uses a combination of your spend data, contracted rates (if provided), historical pricing, and market benchmarks where available. Every estimate is accompanied by a confidence score and the specific methodology used; we don't produce a number without explaining how we got there.
Yes. While Opportunity Agents runs all opportunity categories by default, you can configure which types are prioritized, set minimum spend thresholds, and tune the confidence threshold at which findings appear in the review queue.
Opportunity Agents runs on your data refresh cadence, typically monthly or quarterly. As new spend data flows in and Atlas updates the governed layer, Opportunity Agents re-evaluates the opportunity set.
Yes. Opportunity Agents supports multi-user environments with role-based views. Category managers see their categories; CPOs see the full portfolio. Initiative assignments, status updates, and audit trails are shared across the team.
Opportunity cards move through a status workflow: Identified → Under review → In execution → Realized savings. Completed initiatives contribute to the CPO's realized savings tracker, and the full history of each finding remains accessible.

Find the savings in your spend.

Bring a sample of your spend data, and we'll show you the ranked opportunities Opportunity Agents surfaces with the evidence behind each one.

Find savings opportunities See customer results