AFORZA VERTICAL AI

What could Ava be worth to your business?

Put in a few numbers about your field team, trade spend and claims. We will estimate the annual value of Ava, line by line, using real Aforza customer benchmarks and published industry research.

Annual revenue
Total company revenue; drives trade spend and deductions
More productive store visits
Reps photograph the shelf and Ava returns the audit and the next best action in real time. Less time auditing means more time selling and more stores visited.
Field reps
Sales reps and merchandisers making store visits
Store visits per rep per day
Average across the field team
Store visit length today
Average time in store, including the audit
Shelf audit time today
Time spent auditing the shelf within each visit
Travel time between stores
Average drive or walk between visits
Fully loaded cost per rep
Salary, benefits, vehicle and expenses per year
Incremental revenue per extra visit
Average extra sales from one additional store visit
Shelf audit time with Ava is 35% of today (20 to 7 minutes, from real Aforza customer benchmarks), with 96% audit accuracy from shelf photos so only light manual checks are needed. Released time goes into extra store visits (40%, 60% or 80% by scenario); the rest is valued as field capacity at your rep cost. Based on 220 working days of 8 hours.
Profitable promotions, better trade ROI
Ava evaluates every promotion, flags events that will not pay back and recommends where to move trade funds, while cutting the time KAMs spend planning and reviewing.
Trade spend as % of revenue
Industry average is around 20%
Promotions run per year
Across all customers and channels
Hours to plan and review each promotion
Planning, approval and post event analysis
Fully loaded cost per KAM
Key account and revenue management time
Ava improves trade spend effectiveness by 2%, 5% or 8% by scenario (McKinsey reports 5 to 10% for analytics led trade programmes). Promotion planning and review time falls by 30%, 40% or 50%. Research finds 59% of promotions globally do not break even (Nielsen); we show this as spend at risk, not as savings.
Faster claims, less revenue leakage
Ava matches every retailer deduction to the promotion, the fund and the agreed terms, so valid claims settle fast and invalid ones are disputed instead of written off.
Retailer deductions as % of revenue
Deductions and claims taken by customers
Claims and deductions per month
Count of individual claims processed
Time to process one claim today
Research, matching, approval or dispute
Fully loaded cost per finance FTE
Claims and deductions team cost per year
Invalid deductions you recover today
Most invalid deductions go undisputed
12%, 17% or 20% of deductions are invalid by scenario (industry estimates range from 10 to 25%). With Ava, 40%, 50% or 60% of invalid deductions are recovered (structured programmes typically recover 30 to 60%). Claim processing time falls by 50%, 65% or 80%. Only the uplift above your current recovery rate is counted.
Your Ava value statement
Per year
Revenue growth
$0
Extra store visits from Ava Audits
Trade spend made productive
$0
Better promotion ROI from Ava for TPM
Leakage recovered
$0
Invalid deductions won back by Ava Claims
Productivity released
$0
Field, KAM and finance time saved
Total annual
value
$0
Three year value
Talk to an Ava expert
How each module contributes
Conservative scenario
Ava Audits
$0
Less time per store visit
0%
Extra store visits a year
0
Field hours released a year
0
Incremental revenue
$0
Ava for TPM
$0
Trade spend made productive
$0
Spend in loss making promotions
$0
KAM hours released a year
0
Annual trade spend
$0
Ava Claims Processing
$0
Revenue leakage recovered
$0
Finance capacity released (FTE)
0
Labour cost saved
$0
Invalid deductions a year
$0
Value over three years
Cumulative. Year 1 counts 60% of annual value while Ava rolls out.
Time back for your teams
Time per task today and with Ava.
Today
With Ava
How we calculate this

Every figure comes from your inputs plus the assumptions below. Aforza customer benchmarks come from live Ava deployments. Industry benchmarks come from published research; some of the most widely used trade promotion studies date from 2014 to 2017 and are labelled as such.

AssumptionConservativeExpectedAmbitiousBasis
Shelf audit time with Ava7 of 20 min7 of 20 min7 of 20 minReal Aforza customer benchmark
Released field time used for extra visits40%60%80%Scenario assumption
Trade spend effectiveness gain2%5%8%McKinsey: 5 to 10% (set lower)
Promotion planning and review time saved30%40%50%Scenario assumption
Invalid share of deductions12%17%20%Industry: 10 to 25%; Promomash: 17%
Recovery of invalid deductions with Ava40%50%60%Industry: 30 to 60%
Claim processing time saved50%65%80%Scenario assumption
Exchange rates1 USD = 0.75 GBP = 0.89 EURFixed, rounded rates set 30 Oct 2026

Ava Audits. Field hours released = reps x visits per day x 220 days x minutes saved per audit. Extra visits = released hours x share used, divided by the new visit length plus travel time. Incremental revenue = extra visits x incremental revenue per visit. Remaining released hours are valued at your fully loaded rep cost.

Ava for TPM. Trade spend = revenue x trade spend %. Value = trade spend x effectiveness gain, plus KAM hours saved valued at your KAM cost. Spend in loss making promotions (59% of trade spend, from Nielsen research that 59% of promotions globally do not break even) is context only and is not counted.

Ava Claims Processing. Deductions = revenue x deductions %. Leakage recovered = deductions x invalid share x (Ava recovery rate minus your current recovery rate). Labour saved = claims per year x minutes per claim x time saved, valued at your finance FTE cost.

Totals. The four value lines are kept separate to avoid double counting. Revenue figures are gross revenue, not margin.

Currency and exchange rates. The calculator opens in US dollars. Default inputs are set in US dollars and converted at fixed, rounded rates of 1 USD = 0.75 GBP and 1 USD = 0.89 EUR (set 30 October 2026, reviewed quarterly). Switching currency converts your money inputs (revenue, people costs and revenue per visit) at these rates and rounds them to the nearest slider step; percentages, headcounts and times do not change.

Sources. McKinsey, trade promotion analytics; Strategy&, Zero-based trade (2017); Nielsen trade promotion research (2014 to 2016); Promomash, managing deductions; Doss, deduction recovery rates.

Talk it through with an Ava expert
An Ava specialist will go through your numbers with you and test the assumptions against your own data.
A walkthrough of your results and the benchmarks behind them
Where Ava would deliver value first in your business
A tailored Ava demo for your teams
We will include your estimate of $0 a year and every input you set.
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Estimates are indicative, based on your inputs, real Aforza customer benchmarks and published industry research. They are not a guarantee of results.