NewNew: The enterprise guide to Agentic AI — 24 min read.

Read →
Retail & Ecommerce ROI tools

Model peak-season CX economics before the next holiday cycle.

WISMO deflection, seasonal ramp avoided and conversion recovered — priced with your own AOV, contribution margin and peak staffing plan.

5 retail modelsPeak vs off-peak viewConversion valued conservativelyPDF export
Calculators for this sector

Model the number your board already tracks.

Every calculator is ungated, gives conservative, base and aggressive scenarios, and exports an enterprise-styled PDF with your inputs.

Retail & Ecommerce
Peak-Season CX AI ROI Calculator

WISMO deflection, seasonal hiring avoided and pre-purchase conversion lift modelled across peak and off-peak months.

Open calculator →
Agentic AI
Agentic AI ROI Calculator

Net value of autonomous order, returns and status agents after inference and orchestration cost.

Open calculator →
Operations
AI Business Automation ROI Calculator

Returns processing, vendor and supply exceptions, and back-office queues — hours and dollars returned.

Open calculator →
Unit economics
Voice AI Cost per Minute Calculator

Peak voice volume priced per minute against seasonal agent seats, with escalation included.

Open calculator →
CX & contact center
Contact Center AI ROI Calculator

Voice AI, agent assist and automated QA across order care, delivery status and post-purchase support.

Open calculator →
What we model

The operating metrics that decide funding in this sector.

WISMO and status volume

Deterministic, high-volume intents that automate first and hold quality through peak.

Seasonal ramp avoided

Recruiting, training, licensing and attrition cost removed from the peak plan.

Conversion recovered

Assisted sessions retained, valued at your AOV and contribution margin.

Returns and exceptions

Returns initiation, vendor and supply exceptions handled without a queue.

Peak quality hold

Automated QA coverage across 100% of contacts when volume triples.

Run cost of autonomy

Inference, orchestration and escalation cost netted against automated resolution value.

Retail proof

What peak looks like after the deflection curve holds.

Three retail and ecommerce programmes where WISMO, returns and seasonal ramp were re-modelled with the same assumptions this calculator uses.

Top-10 US specialty retailer

WISMO, order status and returns initiation automated across chat and voice ahead of a 3x holiday peak.

WISMO contained
68%

WISMO contained

Seasonal seats avoided
410

Seasonal seats avoided

Payback
5.2 mo

Payback

"We went into peak with a smaller ramp than last year and better CSAT. The model we signed off on is the one we hit."

VP Customer Care, specialty retail

Global marketplace, 40M+ orders/yr

Assisted-session recovery and exception handling across 6 languages, valued at contribution margin rather than revenue.

Annualised benefit
$14.6M

Annualised benefit

Cost per contact down
31%

Cost per contact down

Contacts QA'd
100%

Contacts QA'd

"Finance accepted the business case because conversion was priced conservatively, not on gross revenue."

Director of Digital Operations, marketplace

Omnichannel grocery & pharmacy chain

Substitutions, delivery windows and refund exceptions automated with human escalation on regulated intents.

AHT reduction
44%

AHT reduction

Peak volume absorbed
2.1x

Peak volume absorbed

CSAT at peak
+9 pts

CSAT at peak

"Peak used to break quality. This year quality was flat and we redeployed team leads to escalations."

Head of Contact Centre, grocery retail

Client names withheld under NDA. Outcomes are measured programme results, not calculator projections.

Plan peak before the next cycle.

Bring your contact mix and peak ramp plan. In 30 minutes we validate the model with you and outline a 90-day path to automation that survives peak volume.

Questions we get

Before you build the business case.

Why is peak season modelled separately?

Retail contact volume can triple between November and January, and the business case is dominated by seasonal hiring, training and attrition cost. An annual average hides the whole effect.

How is conversion lift valued?

Conservatively, using your own AOV and contribution margin on assisted sessions — never on total traffic.

Which retail intents automate first?

WISMO, delivery status, returns initiation and order modification — deterministic, high-volume intents that hold quality through peak.

Do you model the run cost of agentic AI?

Yes. The agentic model nets out inference, orchestration and escalation cost, so the value is what remains after the platform bill.