Engineering the AI automation that runs your business.
LedAI Engineering helps companies design, build, and ship AI systems that save real hours and real dollars — from first audit to a production workflow your team relies on every day.
Practical AI, engineered to ship.
Four focused services that take an idea from messy spreadsheet to measurable outcome.
AI Automation
Replace repetitive workflows with intelligent agents that handle email, data entry, reporting, and customer touchpoints — running quietly in the background, 24/7.
Custom AI Development
Production-grade AI features built into your product — chat assistants, document understanding, voice interfaces, and domain-specific models tuned to your data.
Process Engineering
Map, measure, and re-architect the operations that slow your team down. We connect your tools and remove the manual handoffs between them.
AI Strategy & Consulting
A clear roadmap for where AI actually pays off in your business — prioritized by ROI, sized for your team, and grounded in what's shipping today.
Built by an engineer who actually ships.
LedAI Engineering is led by Shane Ledbetter, an AI engineer focused on a single outcome: helping businesses save time and money through intelligent automation.
The work blends modern AI — language models, agents, retrieval, and structured automation — with the unglamorous engineering fundamentals that make systems actually run in production: clean integrations, observability, and a pragmatic sense of where AI helps and where it just adds noise.
Every engagement starts the same way: understand the workflow, quantify the cost, and ship the smallest thing that meaningfully moves the number.
Let's build something that pays for itself.
Tell us a bit about the workflow you'd like to automate, or just send a quick hello. Most replies go out within one business day.