AI agentIntake-to-pay

AI dynamic discounting agent

An AI dynamic discounting agent looks at approved bills and, for each, lays out what the discount would be at different payment dates under the agreed scale.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Vendor offers
Approved bills and due dates
Cost of funds assumption
Funding limit
AI dynamic discounting agentPrepared for review
  • ✓Offer comparison table
  • ✓Ranked offer list
  • ✓Unfunded offer list
  • ✓Decision log
Handed toTreasury analyst receives the ranked list
5inputs it reads
6steps in the walkthrough
1point where a person decides
4outputs it prepares
See it run

Watch it work

Agent Record Person
Live walkthrough
  1. 1Vendor offersRecord
  2. 2Read the offerAgent
  3. 3Price the choiceAgent
  4. 4Rank invoicesAgent
  5. 5Treasury approvesPerson
  6. 6Record the choiceRecord

A vendor invites early payment for a reduction.

The agent captures the terms and the invoices covered.

It compares the sliding reduction with the cost of paying early.

Offers are ordered by the benefit of paying each sooner.

Treasury selects offers and sets the funding limit.

Accepted and declined offers are logged by vendor.

The basics

What is an AI dynamic discounting agent?

It compares each option with your cost of funds and cash position rules, and ranks those that fit your policy.

Read the full explanation

It prepares the proposed pay dates and any supplier offer for your team to approve.

Where it breaks

Why this step is hard by hand

Unlike a fixed discount, a sliding scale needs a calculation on every bill and a view of cash across all of them. Doing this by hand rarely happens, so the opportunity stays unused.

The right date depends on the amount, the scale and the days left.

Taking one discount uses funds that another bill or priority might need.

Vendors must opt in, and not every supplier wants early payment.

A bill can only be offered early once it is approved.

Limits on spend per run or per vendor must be checked each time.

The path

How the agent does it

  1. 01Identify approved bills

    The agent selects bills that are approved and from suppliers who have agreed to a discount scale.

  2. 02Calculate the scale

    For each bill it works out the discount available at each possible payment date, using the supplier's agreed rates.

  3. 03Apply your rules

    Options are checked against your cost of funds, budget for early payment and any per-vendor limits.

  4. 04Rank the offers

    The agent orders options by value and fit with cash availability, and flags those that need treasury input.

  5. 05Prepare for approval

    A proposal with dates, amounts and discounts is passed to finance, which accepts, edits or declines each line.

Want to see this flow on your own items?

Bring a small sample and watch Flo work through it.

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Under the hood

Inside the work

AspectBy handWith the agent
Offer handlingOffers arrive by email and are judged one at a time.Agent collects offers and sets them side by side.
Pricing the reductionAnnualised value is worked out by hand.The reduction is compared with the cost of funds you set.
Choosing among invoicesWhichever offer arrives first gets the cash.Offers are ranked so limited cash goes where the return is best.
Policy fitEarly payment to risky vendors goes unchecked.Vendor risk flags are shown beside each offer.
Record keepingAccepted offers are scattered across inboxes.Each decision is logged against the bill.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Set the programme rulesFinance decides the budget, limits and cost of funds for early payment.
  • ✓
    Agree with suppliersPeople negotiate and sign any discount arrangement.
  • ✓
    Approve each proposalFinance staff accept or decline lines before payment.
  • ✓
    Watch liquidityTreasury judges whether the cash can be brought forward.

Mistakes to avoid

  • ×
    Offering before approvalEarly payment on an unapproved bill removes a control.
  • ×
    Ignoring supplier preferenceVendors who did not opt in should not be offered a scale.
  • ×
    Chasing small discountsThe effort and cash use may outweigh the benefit on low-value bills.
  • ×
    No cap on total outlayWithout a budget, early payments can crowd out other obligations.

Not sure where dynamic discounting fits in your process?

Talk it through with the team. We will map it to your steps and show where a person stays in control.

  • Works from a sample of your real items
  • Shows what Flo handles and what it hands over
  • No commitment to start
Rollout

Rolling it out

  1. 1Single vendor group

    Begin with vendors who already offer early payment reductions.

  2. 2Rank in parallel

    Compare the agent's ranking with the decisions treasury makes anyway.

  3. 3Add risk flags

    Show vendor risk beside offers before any acceptance.

  4. 4Widen participation

    Invite more vendors with limits and sign-offs retained.

Signs you would benefit

Offers are handled ad hocNobody ranks them.
Cash is committed to whichever vendor asks first.
Risky vendors are paid earlyThe exposure is not weighed.
Decisions are not recordedNext cycle starts from zero.
The numbers

How to measure it

Set your own baseline first. We do not publish benchmarks without a source you can check.
Metric 1

Value of dynamic discounts taken

Discount value = sum of discounts accepted on early-paid bills in the period, reported with the days brought forward

Read it with the cash cost of paying earlier. A large number paid very early may not be worth the funds used.

  • Track by vendor to see who takes part.
  • Report the average days brought forward alongside the value.
Questions

Frequently asked questions

Quick answers to what people ask most about dynamic discounting.

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What is dynamic discounting?

It is a payment arrangement where a supplier's discount increases the earlier an approved invoice is paid. The buyer picks the date that balances the saving against its cash needs.

How is it different from a fixed early payment discount?

A fixed discount has one deadline and one rate. A sliding scale gives a different discount for each possible payment date, so each bill needs its own calculation.

Does the agent offer discounts to vendors?

It prepares the options and any message. Your team approves and sends offers and keeps the supplier relationship.

What data does it need?

Approved bills, the agreed discount scale for each supplier, payment terms, and the rules your finance team sets for early payment.

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Try dynamic discounting on your own data

Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.

  • People approve, sign and pay
  • Every action is logged
  • Start with a small sample