40 terms you'll hear when evaluating AI for your operation. Defined in plain English, with examples from the industries we actually work in.
Accounts receivable aging is a report that categorizes outstanding customer invoices by how long they've been unpaid, typically in 30-day buckets, to identify collection risks.
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 AI acceptable use policy is a written set of rules that tells your employees which AI tools they can use, what data they can put into them, and what's off-limits.
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.
An AI copilot is an intelligent assistant that works alongside your team in real time, suggesting actions, surfacing information, and automating routine decisions without replacing human judgment.
AI data privacy covers how AI tools collect, store, process, and share your business data — and what controls you have over it.
AI dispatch uses algorithms to automatically assign service calls to the best-matched technician based on location, skills, parts inventory, and urgency in real time.
AI estimating uses machine learning and historical job data to generate accurate service quotes in minutes instead of hours or days.
AI hallucination is when an AI system generates information that sounds confident and correct but is completely fabricated — fake numbers, fake citations, fake facts.
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.
AOG stands for Aircraft on Ground, the highest-urgency designation in aviation meaning a plane cannot fly until a specific repair or part is sourced and installed.
An auto-attendant is an automated phone system that greets callers with a recorded message and routes them to the right department or person based on menu options or voice commands.
The average handle time is the total duration to manage a customer call, including talk time, hold time, and post-call wrap-up work.
Backlog management is the process of tracking, prioritizing, and scheduling all sold but unfinished work to maintain predictable revenue flow and crew utilization.
Bid-hit ratio is the percentage of submitted proposals that a service company wins, indicating how competitive and accurate their estimating process is.
Call recording compliance is adherence to federal and state laws that govern when and how phone calls can be recorded, including notification requirements and consent rules.
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.
Call whisper is an audio message played to the person receiving a transferred call that briefs them on the caller's identity and purpose before the connection is made.
A change order is a formal document that modifies the original scope, price, or timeline of a contracted job after work has begun.
A CMMS is software that schedules preventive maintenance, tracks work orders, and manages equipment service histories in one system.
Commissioning is the systematic process of verifying that all building systems are installed correctly, operate as designed, and meet performance specifications before handover to the owner.
Computer vision inspections use AI-powered image analysis to detect defects, measure wear, and document conditions from photos and video captured in the field.
Confined space entry is the regulated process of safely entering enclosed areas like tanks, vaults, and manholes that have limited access, potential hazardous atmospheres, and risk of engulfment.
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.
Data loss prevention (DLP) is the set of tools and practices that stop sensitive business data from leaving your company through unauthorized channels — including AI tools.
A dedicated AI operations partner is a dedicated professional who embeds inside a trade business to implement, manage, and optimize AI systems across phones, scheduling, dispatch, documentation, and follow-up.
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.
A fire watch is a designated person who monitors a work area during and after hot work or fire system impairment to detect and extinguish fires before they spread.
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 hot work permit is a written authorization required before any welding, cutting, brazing, or grinding work begins, documenting fire prevention measures and safety precautions.
Hydrostatic testing is a pressure test that fills pipes, vessels, or cylinders with water and pressurizes them beyond operating levels to verify structural integrity and detect leaks.
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.
Local AI means running AI models on your own hardware — your computer, your server, your network — so your data never leaves the building.
Lockout/tagout is OSHA's required procedure for isolating energy sources on equipment before service or maintenance to prevent unexpected startup, electrical shock, or mechanical injury.
Machine learning is software that improves its performance automatically by analyzing patterns in your business data, learning from every call and job over time.
Model training opt-out is a setting that prevents AI companies from using your conversations and data to improve their AI models.
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.
NFPA 25 compliance means meeting the national standard for inspection, testing, and maintenance of water-based fire protection systems on the schedules it mandates.
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.
Predictive maintenance uses sensor data and AI to forecast equipment failures before they happen, replacing scheduled maintenance with condition-based service.
Prevailing wage is the minimum hourly pay rate mandated by law for workers on government-funded construction and service projects, varying by trade and region.
Preventive maintenance is scheduled servicing performed on equipment before it breaks down, based on fixed time intervals, manufacturer specs, or usage thresholds.
Profit fade is the gradual erosion of a project's expected margin between the original estimate and the final job cost, caused by undocumented scope changes, labor overruns, and material price increases.
Prompt engineering is the practice of designing the exact instructions your AI system follows when handling calls, qualifying leads, and deciding when to escalate.
A punch list is a document of remaining work items, defects, and corrections that must be completed before a construction or installation project is considered finished.
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.
Revenue per truck measures the total income generated by each service vehicle and its assigned technician over a given period, revealing fleet utilization and operational efficiency.
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.
Shadow AI is when employees use AI tools like ChatGPT at work without company knowledge or approval, creating invisible data exposure your business can't track or control.
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.
Tenant isolation means keeping each customer's data completely separate in a shared system, so one client's information can never leak into another client's experience.
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.
A virtual receptionist is a live or AI-powered service that answers your business calls professionally when you cannot get to the phone.
Voice cloning is the process of creating a synthetic copy of a real human voice so AI phone systems sound natural, not robotic.
VoIP Quality of Service is the set of network configurations that prioritize voice data packets over other internet traffic to ensure clear, reliable phone calls over internet connections.
A warm transfer is a call handoff where the first handler introduces the caller and provides context to the receiving party before connecting them, ensuring a seamless transition.
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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