An AI savings identification agent looks across spend and contracts for signals: different prices for the same item, auto-renewals approaching, tools with low use, and vendors in the same category.
Spend, contract and usage data are read together
Agent searches for price spread, overlap and unused terms
Agent estimates the opportunity using stated assumptions
Agent drafts a brief with evidence and a proposed action
A person decides which opportunities to pursue
Chosen items are tracked with an owner
It describes each opportunity in a sentence, with the evidence, the likely lever and what would need to be true for it to work.
It ranks the list by effort and relevance as you define them, and hands it to category owners as a working backlog.
Opportunities exist in the data but are rarely examined, because analysts are busy reporting. What gets pursued is usually whatever someone happened to notice.
Price variance is in invoices, renewal dates in contracts, usage elsewhere.
Smaller categories with easy gains never get looked at.
A renewal is noticed after the notice period has passed.
Teams do not know whether to negotiate, consolidate, switch or reduce.
Ideas live in individual notes and are lost when people move.
Review spend, contracts and usage for the patterns you define.
Check whether the pattern holds across periods and is not a one-off.
Describe the likely action, such as renegotiate, consolidate, rightsize or switch.
Order opportunities by the criteria you set, such as effort, timing and category priority.
Place each item in front of the category owner with the evidence attached.
Bring a small sample and watch Flo work through it.
| Aspect | By hand | With the agent |
|---|---|---|
| Search | Ideas come from experience and annual reviews | Spend and contracts are scanned for patterns on a schedule |
| Evidence | Opportunity claims rest on a headline figure | Each lead lists the records that support it |
| Sizing | Estimates use different methods by person | One stated method is applied with assumptions in view |
| Prioritising | Loudest request wins | Leads are grouped by type and effort for the category lead |
| Hand-off | Ideas stay in meeting notes | Each chosen lead has an owner and a next step |
| If | Then | Who decides |
|---|---|---|
| Same item costs different amounts across vendors | Raises a price spread lead with the invoices | Category buyer assesses |
| Vendors overlap in function | Raises a consolidation lead | Category lead decides |
| Renewal is near for a high-spend vendor | Lists a renegotiation lead with the date | Contract owner acts |
| Usage is well below what is paid for | Lists a right-sizing lead | Budget owner decides |
| Opportunity depends on an assumption | Marks the assumption beside the estimate | Finance reviews it |
| A past lead failed for a stated reason | Avoids repeating it unless conditions changed | Category lead decides |
The agent notes any service or risk concern from the records. The category lead weighs it before taking the lead forward.
The agent marks the lead as partial and lists what is missing. A buyer decides whether to gather more first.
The agent flags the strategic tag and softens the framing. The relationship owner decides how to approach.
The agent merges leads that target the same spend so it is not counted twice. The category lead confirms the merge.
Talk it through with the team. We will map it to your steps and show where a person stays in control.
Agree which patterns count, such as price spread, overlap and right-sizing.
Run price spread across one category and compare with buyers' own ideas.
Include overlap and renewal leads once evidence quality is judged good.
Record what happened to each lead so later ranking improves.
It shows how many ideas turn into action. A low figure may mean weak evidence or no capacity to act.
Quick answers to what people ask most about savings identification.
Book a demoIt is the structured search through spend, contracts and usage for ways the organisation could reduce what it pays for the same outcome.
No. It prepares the evidence and the opportunity list. Buyers negotiate.
Typical examples are price variance, upcoming renewals, overlapping vendors, unused capacity and spend outside agreed terms.
Identification finds possible savings. Tracking follows agreed ones through to the invoices.
Off-contract spend is money paid to a vendor or at a price that falls outside an agreement the organisation has negotiated.
→Savings validation is the check that a claimed saving is supported by evidence: a sound baseline, a signed agreement and invoices that reflect the new terms.
→Spend visibility is the ability to see what the organisation buys, from whom, on which contract and under whose budget.
→Cost avoidance is the value of a cost that did not occur because of a procurement action, such as holding a price when an increase was proposed.
→Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.
