40 terms you'll hear when evaluating AI for your operation. Defined in plain English, with examples from the industries we actually work in.
After-hours answering is a system that handles phone calls outside normal business hours so customers reach a live voice or AI instead of voicemail.
An autonomous AI agent that takes actions on behalf of your business, such as answering calls, qualifying leads, booking jobs, and sending confirmations.
Using AI automation to handle repetitive business tasks like answering phones, scheduling jobs, and chasing invoices without manual effort.
Running your daily business with AI operations handling phones, scheduling, dispatching, invoicing, and follow-up as a connected system.
An aircraft on ground designation meaning a plane is grounded due to mechanical failure, costing airlines $10,000 to $150,000 per hour of downtime.
The average handle time is the total duration to manage a customer call, including talk time, hold time, and post-call wrap-up work.
Call routing is the set of rules that direct incoming calls to the right person or system based on time of day, caller need, or urgency.
A CMMS is software that schedules preventive maintenance, tracks work orders, and manages equipment service histories in one system.
Conversational AI is technology that holds real phone conversations with callers, understanding their intent and responding in natural spoken language.
Cost per lead is the total amount your service business spends on marketing and sales to acquire one potential customer inquiry.
Customer lifetime value is the total revenue one customer generates across their entire relationship with your business, from first call to last invoice.
A deficiency report is a documented record of code violations, system failures, or non-compliant conditions found during a professional inspection.
Dispatch optimization is the practice of sending the right technician to the right job at the right time based on location, skills, parts inventory, and urgency.
DOT compliance refers to meeting all Department of Transportation regulations for commercial vehicles, including inspections, driver records, and equipment safety standards.
Field service management is the discipline of coordinating mobile workforces, covering scheduling, dispatching, parts tracking, and customer communication for on-site jobs.
First call resolution means handling a customer's full request during the initial phone call without needing a callback, transfer, or follow-up.
Fractional operations means accessing office management, dispatch, and admin capabilities part-time through AI or shared resources instead of hiring full-time staff.
A large language model is the AI engine behind conversational agents, trained on billions of text examples to understand questions and generate human-like responses.
Lead response time is the gap between when a potential customer reaches out and when your business gives them a meaningful reply.
Natural language processing is the AI technology that lets machines understand human speech and text, including industry jargon, accents, and messy voicemails.
NFPA 25 is the national standard governing inspection, testing, and maintenance schedules for water-based fire protection systems in commercial buildings.
No-show rate is the percentage of booked appointments where the customer fails to show up and never cancels, wasting your crew's time and open slots.
Preventive maintenance is scheduled servicing performed on equipment before it breaks down, based on fixed time intervals, manufacturer specs, or usage thresholds.
Prompt engineering is the practice of designing the exact instructions your AI system follows when handling calls, qualifying leads, and deciding when to escalate.
Regulatory compliance means meeting all the legal, licensing, and safety requirements set by federal, state, and local authorities that govern your service business.
Retrieval augmented generation is an AI method that searches your actual business documents and pricing before answering, so responses are accurate rather than generic.
Robotic process automation is software that handles repetitive digital tasks like data entry, invoice creation, and report filing without any human involvement.
Sentiment analysis is AI that detects caller emotions in real time, flagging frustrated or angry customers for immediate human attention.
A service level agreement is a contractual commitment defining how fast you will respond to and resolve service requests for your customers.
SIP trunking is an internet-based voice connection that replaces traditional phone lines, enabling AI voice agents to answer your business calls.
Speech to text is AI that converts spoken phone calls into accurate written transcripts, including noisy job-site calls and technical jargon.
Text to speech is AI that converts written responses into natural-sounding spoken words so your AI agent sounds like a real person on the phone.
Time to invoice is the number of days between completing a job and sending the bill, a direct measure of how fast you get paid.
Work order management is the process of creating, assigning, tracking, and closing the work orders that drive every service business job.
Workflow automation is the practice of connecting business processes end-to-end so jobs flow from first call to paid invoice without manual handoffs.
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