WorkflowDistribution, Sales & NDC

Agency Incentive Management

Agency incentive management that pays every travel agency exactly what its contract earns

Every agency paid exactly what its contract earns, with each excluded sale explained.

See one case, screen by screen ↓
demo18,646segmentsflown on one agency deal, counted one by one — every exclusion with its reason and clause
demo11.0%of the deal's segments excluded as partner-operated codeshare, $498,600, each one explained
demo$61,200of overpayment stopped before it was paid, across 4 deals in the sample year
target$0paid on a target not met — provisional payments rechecked against final flown data
In short

What is Agency Incentive Management?

Agency incentive management is how an airline models, tracks and pays the override and incentive deals it gives travel agencies: reading each contract's tiers and exclusions, counting eligible revenue from ARC, BSP and flown data, projecting each tier and paying what was earned. Airlines also call it airline incentive management or agency override management. Agency Incentive Management does this with seven agents that read the deals, count every segment with each exclusion explained, project each ladder and draft the payout, for the agency sales manager to approve and sign.

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Updated

The problem

Why agency incentive management still takes a quarter in spreadsheets

Agency incentive management is how an airline keeps travel agencies selling its flights with override deals: reach $5 million of eligible revenue and earn 3% on all of it. Each deal has its own tiers, period, eligible carriers and fares, exclusions, amendments and payment terms. The terms live in Word documents and PDFs. The incentive analyst rebuilds them in a spreadsheet, then joins ARC or IATA BSP sales, flown coupons from revenue accounting and GDS bookings by hand.

That join is where the money goes. A partner-operated codeshare segment counted by mistake, an exchange counted twice, a refund counted late, an acquired agency's sales counted before the notice letter arrived. Provisional payments go out at a tier the agency later misses after refunds, and recovering them is awkward. Payouts arrive months late, agencies dispute exclusions they were never shown, and in October nobody can tell an agency what it would take to reach the next tier — so the deal does not steer anything.

typical$100.4Bof air tickets sold by US travel agencies through ARC in 2025
typical15–90daysairlines take just to report flown revenue
Where an analyst's quarter-end days goestimated
By hand10 days
With the solution1.5 days
  • Rebuilding deal terms and amendments in the spreadsheet2 → 0.2 d
  • Joining ARC, BSP, flown coupons and GDS bookings3 → 0.2 d
  • Finding codeshare, groups, net fares, refunds and exchanges1.5 → 0.2 d
  • Recounting and reconciling before payout1 → 0.2 d
  • Projections and agency "where do we stand?" calls1 → 0.2 d
  • Payouts, accrual entries and agency statements1.5 → 0.5 d

Estimated split for one quarter's incentive close across a sales manager's book of deals, by hand and with the solution.

How it works

How a deal is counted and paid

Seven specialist agents read each deal, count every segment, project each ladder and draft the payout; the sales manager decides.

What comes in
Data in6 systems · contracts, ARC, BSP, flown coupons, GDS, CRM
Agents at work
Contract readerterms with clauses
Then
Sales countersegment by segment
Second checkerindependent recount
Then
Tier projectorrange, chance per tier
What-it-takes agentgap and levers
Then
Payout and statement agentpayout, accrual, recovery
Deal designernext year's tiers
A person decides
Agency Sales Managerapproves, signs; Director above $50,000
What comes out
Approved payout
Agency statement
Next year's deal
One case, step by step

One agency override deal, from the overnight count to a signed projection

Corvane Airways runs its hub at Chicago O'Hare. Northstar Travel, a Chicago corporate agency, holds deal NT-26-014: a back-end override for 2026 on eligible flown revenue, three tiers, the rate reached paid from the first dollar. It is Thursday, October 15. Here is how agency incentive management works with the agents, screen by screen, in the working solution.

  1. 01Thursday morning

    Four things need her; the agents did the rest overnight

    Dana Whitfield · Agency Sales Manager

    Dana owns 24 agency deals in US Central & South. Overnight the agents counted all 24, projected the 17 still open and drafted 3 payouts. Her Today screen shows what needs her, one step each: Northstar's projection is ready, Bayfront Voyages was overpaid $18,400, Prairie Sky Travel's $46,850 payout is within her authority, and 7 agencies are close to their next tier.

    What the agents did: “Second checker recounted 600 tickets and 389 exchanges on NT-26-014 — 0 differences.”

  2. 02Review the ladder

    Northstar's deal as a ladder of tiers

    Dana Whitfield · Agency Sales Manager

    The rungs are the tiers: $3.5M at 2%, $5.0M at 3%, $6.5M at 4%. A solid marker shows today, $4.62M with data to Oct 14; a dashed marker shows the projected Dec 31, $5.30M, likely $5.08M–$5.47M. Beside it: payout at projection $159,000, a 91% chance of tier 2 and under 1% of tier 3, and $412,600 already on the books. On the right, the deal's agents explain how they got there and ask her to decide.

    Tier projector: “Dana, approve the projection so Finance accrues at tier 2?”

  3. 03Re-run the agents

    Read, count, check, project — each step shown

    The agents

    The contract reader reads NT-26-014 and Amendment 2: 14 clauses, 3 tiers, all terms at 97% confidence or above. The sales counter counts 18,646 flown segments from ARC and revenue accounting and applies 6 exclusions. The second checker recounts 600 tickets and 389 exchanges on its own: 0 differences. The tier projector lands on $5.30M, and the run stops at “Waiting for Dana Whitfield”.

  4. 04Eligible sales

    From $6,233,100 flown to $4,619,200 eligible

    Sales counter

    Each line opens its clause and its segments: taxes and surcharges out under §4.1, 2,051 partner-operated codeshare segments ($498,600) under §4.2(b), group fares and corporate net fares under §4.3, refunds and exchanges counted once under §4.4. Lakeshore Journeys, which Northstar acquired on Aug 1, counts only from the notice letter of Aug 19 under §9.1, so $40,800 is out. The 612 Larkspur Air segments ($188,900) count under Amendment 2.

    Ticket 771 2408 116 905, CV 7214 LHR–MAD, operated by Valtara Airways: “Codeshare — excluded.” Second checker: agrees with the exclusion.

  5. 05She asks

    “Show me the codeshare clause”

    Contract reader

    Dana asks in plain words. The contract reader quotes §4.2(b) and opens it on page 3 of the override agreement, the words the exclusion was taken from highlighted. It also points to Schedule B, the one exception: Amendment 2 brings Larkspur-operated CV flights in from Jul 1 “notwithstanding Section 4.2(b)”.

    §4.2(b): Eligible Revenue shall exclude “any segment operated by a carrier other than Corvane, whether or not marketed under the CV designator”.

  6. 06What it takes

    Tier 2 holds; tier 3 is next year's conversation

    What-it-takes agent

    Tier 2 needs $380,800 more flown by Dec 31, and $412,600 is already ticketed, so it holds unless refunds pass 7.7%. Tier 3 needs $1,880,800 more in 11 weeks — 2.8 times Northstar's best quarter. The agent shows where Northstar could grow on Corvane-operated routes (ORD–LIS, ORD–DUB, ORD–SFO) and drafts a note to Paul Ferreira that promises no payout and waits for Dana.

    “Not realistic this year; the deal designer can build it into 2027.”

  7. 07Approve

    A reason code and her signature

    Dana Whitfield · Agency Sales Manager

    Dana approves the projection with reason P1, “Agree — the projection is supported by the data”, and signs. Approving lets Finance accrue at tier 2; nothing is paid. Her signature records her name, the time and its meaning, and cannot be edited afterwards.

    “I approve the projection of $5.30M for Northstar Travel (tier 2, payout $159,000) as the basis for the accrual. Reason P1.”

  8. 08Signed

    The accrual trues up; the statement is drafted

    Payout and statement agent

    The accrual through Oct 14 moves from $92,384 at 2% to $138,576 at 3%, a true-up of +$46,192 that goes to Sofia Brandt for the October close. The agent drafts Northstar's Q3 progress statement from the approved figures. The final payout follows the Dec 31 close and needs Helen Castellano, because it is above $50,000.

  9. 09Payouts

    An overpayment caught before more is paid

    Payout and statement agent

    Bayfront Voyages was paid $61,300 provisionally in April at tier 2. Refunds of $205,000 in May and June left its half-year at $2,860,000 — tier 1, 1.5%, $42,900. The agent finds $18,400 overpaid and proposes an offset against Bayfront's Q4 marketing fund under §7.3. Dana chooses offset, invoice or waiver; a waiver needs Helen.

    “Nothing is paid until you sign.”

  10. 10Next year

    Northstar's 2027 deal, designed from this year's evidence

    Deal designer

    Reaching tier 3 at $6.5M was never likely, so it did not steer behavior. The deal designer proposes rungs at $5.2M, $6.0M and $7.0M so each asks for real growth, and simulates 2027: $141,250 at P50, cost of sale under the 3.0% policy cap. Dana edits the tiers; the deal goes to Helen Castellano for approval.

Who it’s for

Built for everyone who touches an agency deal.

The same override deal, seen by the five people who carry it — what their quarter looked like, and what it looks like now.

DW
Dana WhitfieldAgency Sales Manager · US Central & South · approves to $50,000
Agency Sales Manager
Before
“Tell me where Northstar lands, and what it takes, before they ask me.” Today she waits on the quarter's spreadsheet to answer.
Now
Opens each deal as a ladder with today, the projected end and the chance of each tier; asks the agents, approves with a reason and signs.
ML
Marcus LindqvistIncentive Analyst · Revenue Accounting
Incentive Analyst
Before
“I spend the first ten days of every quarter rebuilding the same spreadsheet.”
Now
Confirms only the terms the contract reader could not read with confidence — a Summit Ridge rate with a stamp over a digit, read at 62% — from the signed original.
HC
Helen CastellanoDirector of Agency Sales, Americas · approves $50,000–$250,000
Director of Agency Sales
Before
“I want to know we never pay on a target nobody reached.”
Now
Approves the big payouts, any waived recovery and every next-year deal, each with its count, recount and simulation on one screen.
SB
Sofia BrandtRevenue Accounting Manager · accruals, ACH and BSP ACM
Revenue Accounting Manager
Before
“My accrual is only as good as the projection behind it.”
Now
Receives the accrual true-up the moment a projection is signed — +$46,192 on Northstar — and releases payment files only for approved payouts.
OP
Owen PritchardCommercial systems administrator
Administrator
Before
“Every number has to trace to a system I can name.”
Now
Connects ARC, BSP, revenue accounting, the GDS, CRM and accounts payable, sets the rules and authority, and runs a test deal end to end.
Built on the engine

7 agents. Each with one job, and hard limits.

Seven specialist agents read each deal, count every segment, project each ladder and draft the payout; the sales manager decides.

Contract reader

Reads each agency deal and amendment into terms — period, tiers, rates, eligibility, exclusions, payment, recovery, acquisitions — each with its clause and a confidence. Where an amendment overrides the base contract, it records which wins and why.

  • Never guesses an unreadable term — below 90% confidence it goes to the analyst with the scan
  • Every term cites its clause
Sales counter

Counts eligible revenue per deal, segment by segment, from ARC or BSP sales, refunds and exchanges and revenue accounting's flown coupons, and gives every excluded segment a reason and a clause.

  • Flown coupons only, unless the deal says ticketed
  • Counts each exchange once and never decides a disputed term
Second checker

Recounts 600 random tickets and every exchange on each deal, reading the sources separately, checks the count against the terms and challenges the sales counter where they differ.

  • Cannot approve
  • Disagreements go to the incentive analyst
Tier projector

Projects each deal to its end date from bookings already ticketed and last year's pattern, with a likely range and the chance of each tier.

  • Always states the range
  • Never moves an accrual — a person approves the projection first
What-it-takes agent

Answers what it would take to reach a tier, runs what-ifs such as refunds doubling or codeshare counting, and drafts notes to agencies with the routes where they can grow.

  • Never promises a payout or changes a term
  • Notes go out only after the manager reviews and signs
Payout and statement agent

Calculates payouts, provisional true-ups and recoveries; drafts accrual entries, ACH and BSP ACM files and the agency statements, from approved figures only.

  • Never pays
  • Above the manager's authority, the payout goes to the Director
Deal designer

Proposes next-period tiers from the projection, growth, budget, market share and the cost-of-sale policy, and simulates the payout at P10, P50 and P90.

  • Proposes only — the Director approves every deal
Sales Manager and Director

Approve every projection and payout. The agents propose; a named person decides.

Ask in plain words

Ask about any agency, deal, tier or payout

Ask in plain words. The agents answer with the clause or the data behind each figure, and they can act — open the clause, draft the note, open the approval for you to sign.

Which agencies are close to their next tier?

Seven agencies are within 6% of their next tier at the projection. The closest are Ironclad Events & Travel (1.7% short), Summit Ridge Corporate Travel (2.1% short) and Tallgrass Travel (2.3% short). I can draft a note to each; you review before they go.

Why is Northstar's codeshare excluded?

Deal NT-26-014 §4.2(b) excludes any segment operated by a carrier other than Corvane, whether or not marketed under the CV designator. That is 2,051 of 18,646 segments (11.0%), $498,600, on Valtara and Halvorsen flights. Larkspur Air flights count from Jul 1 under Amendment 2.

Why don't Lakeshore's August sales count?

Under §9.1 an acquired agency's sales count from the day Corvane receives written notice. Northstar bought Lakeshore Journeys on Aug 1, but its letter reached you on Aug 19. Lakeshore's eligible sales Aug 1–18 were $40,800, so they are out; everything from Aug 19 counts.

What did we overpay this year?

$61,200 was caught across 4 deals before it was paid. One waits for you: Bayfront Voyages got $61,300 provisionally at tier 2, but refunds left the half-year at tier 1 — $18,400 to recover, by offset under §7.3.

Every screen

The working solution, as it ships.

13 screens from the working solution, on its sample data. Pick one to see it large.

TodayThe agency sales manager's day in agency incentive management: what needs her, projected payouts against budget, agencies close to a tier, and what the agents did overnight.
Every agency dealTravel agency override tracking across all 24 override, market-share, segment, marketing-fund and route-launch deals, each with a mini ladder — today, projected and the gap to the next tier at Dec 31.
The deal ladderA back-end override as a ladder of tiers: today's eligible flown revenue, the projected year-end with its range, the chance of each tier and the payout at projection.
Agents at workContract read, 18,646 flown segments counted, six exclusions applied, a second recount and the projection — each step shown as it runs.
Eligible flown revenueFrom flown coupons to eligible revenue, one line per exclusion with its clause, and every segment with its operating carrier, sources and the rule applied.
The clause behind an exclusionThe codeshare clause of the agency override contract opened from the conversation, with the words the exclusion was taken from highlighted.
What it takes to reach the next tierWhat-ifs answered with sources, the routes where the agency can grow, and a drafted note to the agency that waits for review.
Approve and sign the projectionThe projection approved with a reason code and an e-signature that records the meaning; nothing is paid.
Accrual true-upAfter approval the incentive accrual trues up from 2% to 3%, goes to revenue accounting, and the agency statement is drafted.
Payouts and recoveriesIncentive payout calculation for each closed period, recounted by the second checker: travel agency incentive payouts within authority, one routed to the Director, and an overpayment with its proposed recovery.
Next year's deal2027 tiers proposed from this year's evidence and simulated at P10, P50 and P90 against the cost-of-sale policy cap.
Contracts inIncentive contracts and amendments read into terms; a rate under a stamp sent to the analyst, and a locked file flagged with nothing guessed.
Your rulesFlown basis, confidence threshold, close-to-tier window, recount, authority, provisional payments and reason codes — all settings.
Governance

Agency incentive management that is cited, signed and on the record.

Every term cites its clauseThe contract reader records each term with the clause it came from and a confidence. Below 90% the incentive analyst confirms it from the signed original; an unreadable file is flagged and nothing is guessed.
A second agent recounts every dealThe second checker recounts 600 random tickets and every exchange on every deal, every night, from the sources read separately. Where it disagrees with the sales counter, the analyst decides.
A named person approves and signsProjections and payouts are approved with a reason code — P1–P4, A1–A4, J1–J4, R1–R3 — and an e-signature that records the name, time and meaning. The agency sales manager approves to $50,000, the Director to $250,000, the VP Global Sales with Finance above.
Agents never pay, send or change a termA person approves every payout, note, statement and term change. Agency notes promise no payout, and statements are drafted from approved figures only.
Overpayment stopped before it is paidProvisional payments are paid on account and rechecked against final flown data. A lower final tier becomes a recovery by offset or invoice under the deal's own clause; a waiver needs the Director.
Every step on the audit trailEvery action by people and agents is recorded with its source and cannot be edited. The trail exports to CSV, one download gathers everything behind a deal's figures for the auditor, and records are kept 7 years for the revenue accounting audit.
Configuration

Your incentive policy, not ours

How deals are counted, projected and approved are settings, and every change is on the audit trail.

SettingDefaultChoose from
Count flown revenue, not ticketedOnFollows the contracts; a deal on ticketed sales can override it
Terms below this confidence go to the analyst90%Step from 80% to 99%
“Close to the next tier” window6%Step from 2% to 15%
Second checker recount600 random tickets plus every exchange, every deal, every nightAlways on
Sales manager authority$50,000$5,000 steps from $10,000 to $100,000; above it the Director of Agency Sales approves
Provisional paymentsOnOn · Off — paid on account, rechecked against final data and recovered under §7.3
Reason codesP1–P4 projections · A1–A4 payouts · J1–J4 holds · R1–R3 recoveriesAlways on
Agents may pay, send or change a termOffOff: a person approves every payout, note, statement and term
Connections

Works with the data an agency deal already runs on

ARCUS agency sales, refunds and exchanges, weekly
IATA BSP filesagency sales in Europe and Asia-Pacific
Revenue accountingflown coupons with the operating carrier, daily
GDS bookingsticketed, not yet flown, by agency PCC, daily
Contracts and CRMsigned deals, amendments, side letters, agency accounts and contacts
Accounts payableACH payment files; a BSP agency credit memo (ACM) for agencies abroad
What it changes

The difference, in numbers.

Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.

target
0$
paid on a target not met — overpayment caught before it is paid
Todayfound after payment
With the agents$0 overpaid
target
3%
more eligible sales from agencies shown what it takes to reach the next tier
+3%
vendors claim up to 10%
target
10days
from period close to approved payout, not 15 to 90 days just to report flown revenue
Today15–90 days to report
Target10 days to payout

“demo” = seen in the working solution, on its sample data · “target” = the design goal, measured in the live solution · “estimated” = our estimate · “typical” = published figures (ARC — $100.4B of US agency air sales in 2025; Skift — airlines take 15–90 days to report flown revenue). Corvane Airways, Northstar Travel and the other airlines, agencies and people named on this page are fictional — characters and sample data in the working solution.

Questions

What airline sales and revenue accounting teams ask us.

What is agency incentive management?

Agency incentive management is how an airline models, tracks and pays the override and incentive deals it gives travel agencies: reading each contract's tiers and exclusions, counting eligible revenue from ARC, BSP and flown data, projecting each tier and paying what was earned. Airlines also call it airline incentive management or agency override management. Agency Incentive Management does this with seven agents that read the deals, count every segment with each exclusion explained, project each ladder and draft the payout, for the agency sales manager to approve and sign.

What is a back-end override in the airline industry?

A back-end override is an incentive an airline pays a travel agency after a period ends, when the agency's eligible sales reach a target, on top of any agency commission; it is also called an override commission. In the working solution's example, Northstar Travel's 2026 deal pays 2% at $3.5M, 3% at $5.0M and 4% at $6.5M of eligible flown revenue, and the rate of the tier reached applies from the first dollar.

How are travel agency incentive payouts calculated?

The sales counter starts from flown coupons and takes out what the contract excludes — taxes and surcharges, partner-operated codeshare, group and corporate net fares, refunds, sales before an acquisition notice — each with its clause. A second agent recounts a sample and every exchange. The payout is the rate of the tier reached on the eligible revenue, and the sales manager approves it with a reason code and a signature.

How does it stop us overpaying agency incentives?

Provisional payments are rechecked against final flown data before more is paid. When an agency finishes at a lower tier, the payout and statement agent works out the overpayment and proposes a recovery under the contract's own clause — offset or invoice — and a waiver needs the Director. In the sample year, $61,200 was stopped across 4 deals.

Can we tell an agency what it would take to reach the next tier?

Yes. Ask in plain words — what would it take to reach tier 3, what if refunds double — and the what-it-takes agent answers with the gap, the sales already ticketed and the routes where the agency can grow. It drafts the note to the agency, which promises no payout and goes out only after you review and sign it.

Does it work with ARC, IATA BSP and our revenue accounting data?

Yes. It reads ARC sales, refunds and exchanges, IATA BSP files, flown coupons with the operating carrier from revenue accounting, GDS bookings on the books, the contract repository and CRM, and prepares ACH files or BSP agency credit memos (ACMs) for accounts payable once a payout is approved.

Do people stay in control of payouts and contracts?

Yes. The agents never pay, send to an agency or change a term. The agency sales manager approves projections and payouts to $50,000 with a reason code and an e-signature, the Director of Agency Sales approves above that and every next-year deal, and every step is on an audit trail that cannot be edited.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements and documents — your incentive policy, a sample of signed agency deals and the sales and flown data behind them — and it goes live once every quality gate has passed. We will walk you through it on your own deals first.

See it on
your agency deals.

We'll run Agency Incentive Management on a sample of your own override deals and the sales and flown data behind them.