L&L Engineering — In-House AI

Five AI tools, built to run our own shop.

L&L designs mechanical and plumbing systems — and builds the software that handles the work no one should be doing by hand. One of them grew into a product.

FIRM L&L Engineering BASE Reno, NV TOOLS 05 STATUS In production
Live Product

RedlineQA

Reviews HVAC and plumbing plan sets one sheet at a time, then runs a second cross-sheet pass to catch tag mismatches, schedule conflicts, and the discrepancies a single read always misses — before anything goes out for stamp.

DISCIPLINE HVAC + Plumbing BUILT WITH PDF.js · Gemini · Stripe
Visit redlineqa.ai
More tools we run the business on04 / In daily use
Voice · Text · Photo
02

Shop Material Tracking

Add or pull inventory by voice, text, or photo. The AI reads whatever you hand it and updates the database itself — no forms to fill, no spreadsheet to babysit.

AI inventoryOperations
PDF → Google Sheet
03

Invoice Processing

Gemini reads every incoming invoice PDF, extracts the full detail, and writes it into one central Google Sheet — a stack of PDFs turned into structured data, automatically.

Powered by GeminiAccounting
Web app
04

Timesheet App

A web-based app that keeps field and shop hours in one place — logged from anywhere, ready the moment payroll runs.

Web appPayroll
L&L Plumbing & Heating receipt capture app
05

Receipt Capture

Pick the active job, snap the receipt, and Gemini pulls the vendor, amount, and details — captured against the job and ready for the books.

Powered by GeminiBookkeeping
Who built these

Built by people who do the work.

Engineering design, plumbing in the field, and the back office in between — not a software shop. Which is the point. The hard part was never the model. It was knowing which problems were worth solving, and that came from doing the work.

Run a small business in the trades or engineering? If you’re wondering where AI actually fits, that’s the conversation worth having.

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L&L Engineering Reno, NV In-House AI 2026