Case studies

How high-velocity teams
put Bicycle to work.

Real deployments across retail, payments, and travel, catching revenue-critical changes before they surface in a dashboard, explaining them, and acting.

Payments85%faster investigation
2-3 days → under 4 hours

Billtrust prevents revenue leakage and improves payment settlement performance using AI insights.

"Bicycle AI gives us real-time visibility into settlement performance that we simply didn't have before. We can spot issues early, understand why they're happening, and take action before they impact our customers."

Farai Alleyne · SVP, Technology Operations, Billtrust
80→95%
Availability, top 1,000 SKUs
Retail

A leading online retailer optimizes out-of-stock and order fulfillment management in real time.

Retail45,000+restaurant locations
resolution days → hours

UrbanPiper eliminates store availability blind spots with real-time analytics.

"With over 45,000 restaurant locations leveraging the UrbanPiper software and processing millions of orders every week, Bicycle has been pivotal in our approach to data-driven decision-making."

Saurabh Gupta · Co-Founder/CEO, UrbanPiper
40M+
Flight searches monitored daily
Travel

A global online travel agency boosts flight booking conversions with real-time price intelligence.

Travel75→82%on-time delivery
trending toward 85%

An automotive logistics provider optimizes vehicle transport operations and reduces revenue leakage.

"Our supply chain and logistics technology relies on real-time data from a variety of sources. Bicycle supplements our data science efforts by providing proactive, event-driven insights to help deliver a superior customer experience."

Blair Koch · Chief Digital Officer, ACERTUS
days → real-time
Root cause across 30+ underwriting features
Payments

A fintech innovator accelerates underwriting oversight with real-time anomaly intelligence.

Retail

A quick commerce retailer improves on-time delivery with end-to-end anomaly intelligence.

Retail · Quick commerce
Payments

A fintech firm gains complete marketing visibility and campaign ROI clarity with Bicycle AI.

Payments · Marketing analytics
Retail

A leading retailer optimizes dark store productivity with unified operations intelligence.

Retail · Dark stores
Travel

A global OTA uses a supplier circuit breaker to instantly prevent revenue leakage and boost booking success.

Travel · Flight booking
Travel

A global OTA safeguards hotel bookings through intelligent trend analytics.

Travel · Hotel booking
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