Systems we built.
Each one custom-built around how the business actually runs. Tagged by the AI-native patterns they demonstrate.
Three tools became one system.
Energy Fortune 500 Company
The Challenge
The company was juggling three separate scheduling and operations tools that didn't talk to each other. Dispatchers, field teams, and managers were all working from different data, creating confusion, delays, and a massive operational overhead.
Our Solution
We built their unified scheduling platform: one custom AI-native system replacing the three tools their ops team had stitched together. 60% faster scheduling, zero sync issues, intelligent automation baked into every workflow they touched.
In Production Today
Agents now run industrial safety investigations on the same platform — pulling incident reports, telemetry, and operator notes to surface root cause and required follow-ups.
Less operational workload
Tools consolidated into one system
Faster scheduling turnaround
Data sync issues (previously daily)
“The custom scheduling system Cloudfinch built replaced three separate tools and cut our operational workload by 40%.”
General Manager, Energy Fortune 500 Company
Operations is now a system, not a spreadsheet.
Logistics Solutions Provider
The Challenge
The operations team was running entirely on manual Excel tracking: coordinating routes, managing deliveries, and reconciling data across spreadsheets. Slow, error-prone, and consuming over 15 hours a week of senior staff time.
Our Solution
We built their dispatch and route platform, the AI-native system their operations team now runs on. Predictive delay detection, intelligent scheduling, and real-time tracking, shipped in 4 weeks. Replaced three spreadsheets and a duct-taped tracking tool.
In Production Today
Still running, still growing. Agents now ingest inbound documents and email automatically and generate compliance paperwork end-to-end — work the ops team used to handle by hand every week.
From kickoff to live system
Saved per week on manual tracking
Excel-based workflows eliminated
Faster route planning
“Cloudfinch delivered our logistics platform's MVP in just four weeks. We went from manual Excel tracking to automated route optimization — saving 15 hours a week.”
Director of Operations, Logistics Solutions Provider
A recommendation engine that learns their catalog.
E-commerce Growth Company
The Challenge
Customer engagement was plateauing despite growing traffic. The existing recommendation system was basic and rule-based, failing to surface relevant products. The result: low conversion rates and missed revenue.
Our Solution
We built their recommendation engine: a learning system trained on browsing behavior, purchase history, and real-time signals to deliver personalized product suggestions across the entire customer journey. By year two it knew the catalog better than the merchandising team did.
In Production Today
Still running, still learning from the catalog as it evolves.
Increase in customer engagement
Time to measurable results
Improvement in conversion rate
Increase in average order value
“Their AI recommendation engine increased our customer engagement by 25% in the first month. The team was transparent, fast, and incredibly easy to work with.”
CEO, E-commerce Growth Company
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