Case studies

Custom software and AI case studies

These projects started with a particular job to do: manage listings, track inventory, process claims, or handle incoming calls. Here’s what we built, and how it fits into each business.

Smarter Aircraft

Aircraft listing management

Smarter Aircraft needed a platform that could support the work behind its aircraft listings. We built the listing management application and custom AI workflows for processing documents, enriching listing data, and automating broker communications.

Custom softwareAI workflowsDocument processingCommunication automation
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Smarter Aircraft platform showing aircraft inventory, listing details, and review filters
Weinlaeder Seed CompanyIn development

Inventory and bin management

Weinlaeder’s inventory work depends on relationships and processes that an off-the-shelf system would require workarounds to handle. We’re building a custom platform around those requirements, bringing inventory and bin management into the application people will use for their daily work.

Custom softwareInventory managementBin managementWorkflow design
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Weinlaeder Seed Central overview showing customer positions, planted acreage, expected production, and bin inventory
Eagle Medical Billing

Claims processing and tracking

Eagle’s billing system produces PDF reports with no export or API, so staff were retyping claim details into a spreadsheet. We built an internal platform that reads those reports, checks the extracted information against existing records, and gives staff a queue for following up on failed claims.

2 Full-time hires avoided at the reported claim volume

Custom softwareDocument parsingAccess controlsClaims tracking
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Eagle Medical Billing claims dashboard with tracking, statuses, and totals
Integrated Clinix

AI intake for billing calls

Billing questions came into one main line, and staff couldn’t always answer. Questions collected in voicemail, leaving staff to work out the reason for each call. We built a voice agent that asks the intake questions, records the details, and screens spam so staff have context before calling back.

AI voice agentCall screeningIntake automation
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Integrated Clinix website describing in-home specialty therapy
JTR Specialties

A website and job-costing application

JTR machines tight-tolerance aerospace parts. It needed a website that prospective customers could use to evaluate the shop, along with a more consistent way to calculate job costs. We rebuilt the brand, documented the equipment and capabilities, and developed a quoting application based on the shop’s own numbers.

Brand identityWebsiteVideoQuote requests
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JTR Specialties website showing its aerospace machining capabilities
Malcolm Felt Malcolm Michael Salmon Michael

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