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/ Case Studies

Concepts we've engineered.

We don't name the businesses we work with — but here's what we've built. Each project solved a specific operational problem with custom AI-powered software, built to enhance a hard-working team — not replace one. Every tool below is live and in daily use today.

CS-01 Music / Inventory

Guitar Serial Number Decoder

An AI-powered tool for a music business that decodes guitar serial numbers to instantly identify make, model, year, and specifications — eliminating manual lookup across manufacturer databases.

  • Instant decode of serial numbers to full instrument specs
  • Replaces hours of manual cross-referencing
  • Keeps inventory records accurate and searchable
Read the case study : Guitar Serial Number Decoder
CS-02 Appraisal / Certification

Rare Item Appraisal Tool

An AI-assisted appraisal platform for rare and unique items that generates certificates of authenticity — used by owners for trust funds, estate planning, and insurance purposes.

  • Standardized certificates of authenticity
  • Supports trust fund and insurance documentation
  • Structured appraisal records for high-value items
Read the case study : Rare Item Appraisal Tool
CS-03 CRM / Industry-Specific

Custom Agile CRM

A custom CRM with all the features of mainstream tools, but smaller and more agile — built to adapt to industry-specific needs that off-the-shelf software can't reach.

  • Full CRM feature set in a leaner, adaptable package
  • Detects content posted on Facebook Marketplace and modifies it to keep inventory in sync
  • Automated inventory reconciliation across sales channels
Read the case study : Custom Agile CRM
CS-04 AI / Valuation

Pawn Shop Valuation Engine

An AI tool that helps a local pawn shop dig into the values of items they're considering buying or selling — providing fair market value and a recommended purchase price to keep every deal profitable.

  • Fair market value research on demand
  • Recommended purchase price for profitability
  • Supports both buying and selling decisions
Read the case study : Pawn Shop Valuation Engine

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