Pristine AIIt's not a staffing problem. It's a systems problem.
Your engineers handle support and quotes because your systems can't run AI safely. We fix the systems, then add agents, one for equipment, one for people.
Knowledge/Support Agent
Buyers wait on an engineer to answer a question that's already sitting in your catalogs and specs. This agent answers immediately from that same material, so the question never reaches your engineer's desk.
Quote/Design Agent
A raw RFQ means back-and-forth before a spec is even usable. This agent walks the buyer through specs and tradeoffs first, and hands your team a structured brief instead of a raw request.
Sales Playbook Agent
Your best sales story usually lives in one person's head, whoever's been there five years. This agent puts that same story in front of whoever's actually on the call.
Ordering and parts commerce
Ordering and parts often still run through legacy systems nobody wants to touch. We layer a modern transactional experience on top without ripping out what's underneath.
Equipment health copilots
Most fleets get charts someone still has to interpret. This is real-time anomaly detection and predictive maintenance that flags what needs attention, not another dashboard.
Control-layer modernization
AI can't safely act on a system it can't actually read from or write to. We locate and rewrite the legacy code that operates the hardware first, so it can.
Quotes start days closer to the finish line.
This is what the Sales Playbook Agent sounds like on a real RFQ.
A working prototype, not a screenshot. Describe a project and watch it collect the specs your team actually needs.
Hydrolec: a fleet copilot that's live in production
We found and rewrote the buried code controlling the machines, moved the system to AWS, then added a copilot that predicts failures and proposes a fix a person applies with one click.