Case Studies — Enterprise AI, Data & Automation | Shenll

Resources — Case studies

Proof, in production.

Engagements with named outcomes — what the client faced, what we built, and what changed. Detailed write-ups available under NDA on request.

EngageMax case study cover

Computer vision · Sports & media

EngageMax: predictive pose detection at production scale

Challenge

Engagement analytics needed real-time human pose estimation from live video — accurate enough to trust, fast enough to run continuously, affordable enough to scale.

Solution

A production vision pipeline: model selection and tuning for pose estimation, edge-optimized inference, and an analytics layer turning skeletal data into engagement metrics.

Outcome

Real-time pose detection running in production, powering engagement analytics — and the foundation of our computer-vision practice.

Explore our computer vision practice →

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Retail Insight case study cover

Data & analytics · Retail

Retail Insight: a data transformation for modern commerce

Challenge

A retailer’s reporting lived in fragmented legacy exports — nightly spreadsheets, conflicting numbers, and decisions made on gut feel.

Solution

A unified analytics platform: consolidated pipelines, a governed warehouse, and self-service dashboards replacing the spreadsheet supply chain.

Outcome

One version of the truth across online and stores — reporting that took days now refreshes continuously.

See our retail industry work →

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SheLogistics case study cover

Automation · Logistics

SheLogistics: transforming logistics operations end to end

Challenge

A growing 3PL ran fleet, shipments, and billing on disconnected tools — every handoff manual, every exception a phone call.

Solution

An end-to-end operations platform: fleet and trip management, shipment visibility with customer tracking, and automated billing from POD to invoice.

Outcome

Route, fleet, and process automation across the operation — fewer manual handoffs, faster billing cycles, and visibility customers can see.

See our logistics industry work →

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ChargebackZero case study cover

Payments · Fintech

ChargebackZero: chargeback prevention reimagined

Challenge

Merchants were losing twice on every dispute — the refund and the fee — with evidence assembly too slow to fight back effectively.

Solution

Our own product: early-warning alerts, automated evidence packs assembled from order data, and win-rate analytics by reason code.

Outcome

Dispute automation that pays for itself in recovered revenue — now offered as a product to merchants and payment teams.

View the ChargebackZero product →

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