The Field & Service Operations Copilot is a chat and voice assistant that gives technicians, drivers, nurses, and field staff a single place to ask questions of your SOPs, product bulletins, recall notices, manufacturer manuals, and past job notes. Answers are cited back to the source and tailored to the specific scenario the tech is working on. Information retrieval, not paperwork automation.
How does a tech get a clear answer in the field, fast, when they hit a scenario the manual does not cover cleanly? Today they ring the senior tech, search a shared drive, or guess. None of that is good for the customer in front of them.
The knowledge exists. SOPs, manufacturer manuals, compliance updates, recall notices, and the tribal knowledge built up across past jobs. It is just spread across PDFs, intranets, email threads, and the heads of a handful of senior people. Mid-market field operations cannot keep paying that tax.
A grounded retrieval copilot fixes this. The tech asks, the copilot answers from your own material with the citation attached, and the answer is shaped to the equipment, customer, or compliance regime they actually have in front of them.
The tech is on a job, hits a scenario they have not seen before, and needs an answer in 60 seconds. They open the copilot on their phone. They type or say what they are looking at. The copilot answers from your SOPs, the relevant manufacturer manual, the latest product bulletin, and any open recall notices, with citations. The answer is shaped to the equipment, model, and conditions they described, not a generic FAQ.
No paperwork automation, no FSM rewrite, no listening when the button is not pressed. Information retrieval, grounded in your material, available the moment a tech needs it.
We ingest your SOPs, manufacturer manuals, compliance updates, recall notices, and past job notes into a grounded knowledge base with citations preserved.
We tag the knowledge base by equipment, manufacturer, model, and compliance regime so retrieval can be tailored to the scenario the tech describes.
The tech opens the copilot on their phone, types or speaks the question, and gets a cited answer in seconds.
Each answer links back to the source document and the relevant section, so the tech can verify on the spot.
Updates to the knowledge base (new SOP, new bulletin, new recall) flow through automatically. No re-training, no version drift.
Feedback on bad answers routes back to the knowledge owners as a backlog, so gaps get fixed at the source.
Usage analytics surface the questions techs ask most, which becomes a training and SOP improvement signal for the operations team.
The scope is deliberately tight. It is information retrieval grounded in your own material, not a paperwork automation tool. Boundaries below.
| Does | Doesn't |
|---|---|
| Answers tech questions from your SOPs, manuals, bulletins, and recall notices, with citations | Logs jobs, drafts reports, or files photos into the FSM |
| Tailors retrieval to the equipment, model, and scenario the tech describes | Makes diagnosis calls on safety-critical work |
| Surfaces the latest product bulletin or recall the moment it is uploaded | Replaces the senior tech's judgement on edge cases |
| Returns the citation back to the source document so the tech can verify | Operates without the tech opening it and asking |
| Tracks which questions get asked so SOP and training gaps surface | Listens passively or records anything without a prompt |
The tech is always the one asking. The copilot answers. Nothing more.
Average across early customer pilots: 31 minutes per tech per shift previously spent searching for an answer or waiting on a senior tech to call back. Across a team of 100 techs that is roughly one extra job per tech per week without hiring.
Senior techs and supervisors stop being interrupted with questions the copilot can answer from your own material. Their day goes back to the work only they can do.
New techs ramp in weeks instead of months. The copilot answers the questions they would otherwise have to ring someone for, with the same citations every time.
Every answer carries the citation. When a recall notice goes out or a compliance update lands, the copilot is updated centrally and every tech is on the same page the same day.
Production-ready AI agents, chatbots, and multi-agent systems, built senior-led end-to-end.
Learn moreA senior AI engineer embedded inside your organisation for a fixed engagement. They scope, build, and ship production-grade AI.
Learn moreClose the gap between what your data knows and what your business does. The architecture from insight through decision to action.
Learn moreRead, extract, and post the document. Leave the humans to handle the exceptions.
60-80%
reduction in manual document-handling hours
When your most senior person retires, their institutional knowledge shouldn't walk out the door with them.
Weeks
cut from new-starter onboarding
30-minute call, no slides, no obligation. We'll tell you plainly whether this is the right fit for what you're trying to do.
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