/ 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
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.
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Instant decode of serial numbers to full instrument specs
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Replaces hours of manual cross-referencing
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Keeps inventory records accurate and searchable
Read the case study →: Guitar Serial Number Decoder
CS-02
Appraisal / Certification
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.
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Standardized certificates of authenticity
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Supports trust fund and insurance documentation
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Structured appraisal records for high-value items
Read the case study →: Rare Item Appraisal Tool
CS-03
CRM / Industry-Specific
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.
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Full CRM feature set in a leaner, adaptable package
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Detects content posted on Facebook Marketplace and modifies it to keep inventory in sync
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Automated inventory reconciliation across sales channels
Read the case study →: Custom Agile CRM
CS-04
AI / Valuation
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.
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Fair market value research on demand
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Recommended purchase price for profitability
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Supports both buying and selling decisions
Read the case study →: Pawn Shop Valuation Engine
CS-05
AI / Automotive
An AI valuation tool for used car lots that prices vehicles under consideration and surfaces red flags to watch for while evaluating a vehicle for purchase.
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Vehicle valuation for purchase decisions
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Red-flag detection during evaluation
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Protects the lot from costly bad purchases
Read the case study →: Used Vehicle Valuation & Red Flag Tool
CS-06
Real Estate / Denver Metro
A resource website for a Denver metro real estate agent's clients — giving them tools and guides that explain buying and selling concepts specific to the local market.
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Client-facing tools for buying and selling
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Denver metro–specific market guidance
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Educational resources for informed decisions
Read the case study →: Denver Metro Real Estate Resource Site