Case studies

Solutions Delivered

Custom software, automations and agents, built for real businesses. Six projects at six different stages — the badges say where each one really is.

The Roof Lead Prospector dashboard, showing total leads, hot and warm buckets, pipeline value and recent runs

Roof Prospector

Pilot

A working app that turns a public address list into a costed sales pipeline. It reads 231,778 Knoxville addresses, pulls satellite and street-level imagery for each, and has a vision model judge the roof — material, age, complexity, visible damage — then cross-references storm history and estimates the replacement cost.

A run over Knoxville returned 45 ranked, costed prospects.

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A generated product render of a Planet H2O bottle lit underwater

MarketingPilot AI — Content Studio

In development

Generates brand-consistent ad content end to end. A brand voice document and reference assets go in; competing story concepts come back, the chosen one expands into per-scene prompts, scenes generate, and the result assembles itself into a rough cut inside Premiere Pro.

Creative produced for Planet H2O, a signed client.

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The ShowRunner /today work queue, showing one placement waiting on a person

ShowRunner

In development

Marketing planning for venues that put on live events. A marketing manager normally rebuilds a spreadsheet by hand for every show, aggregating tour emails, Drive folders and agency documents. ShowRunner does the aggregating, and the spreadsheet becomes a view over it.

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The MathMind AI landing page, showing a tutoring session working through a problem step by step

MathMind AI

Live

An AI math tutor. A student photographs a problem and works through it in a guided session rather than being handed the answer. It also runs a self-healing loop: production errors open an automated fix attempt that has to clear a policy gate before a human sees it.

Try it
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The Pool Butler weekly schedule board, with per-technician columns and an unassigned queue

Pool Butler

Delivered

Custom field-service software built for a Knoxville, TN pool service and building company. AI-assisted scheduling and routing, pool chemical dosing recommendations, and GPS check-in run the day-to-day work that a licensed, off-the-shelf tool used to run at three times the cost.

Replaced licensed software costing about three times as much — cutting that line item by roughly two-thirds, worth more than $10,000 a year.

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The Sweet P’s BBQ AI Menu Builder generating and pricing a Tailgate Sampler Feast for 35 guests

Sweet P’s BBQ

Delivered

Custom catering-management software delivered for Sweet P’s BBQ, a real barbecue catering business. A menu builds and prices itself, an invoice chases itself once it goes overdue, and Sweet P’s own email agent reads an incoming enquiry and answers it — named here with the owner’s agreement.

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