AI Automation for Home Services & Trades, Inside ServiceTitan
Turn ServiceTitan, the calls you have already recorded, and the notes your techs already write into a searchable customer memory, without changing how your team works.
- ServiceTitan
- Call recordings
- Dispatch & CRM notes
- Invoices & memberships
- Tech mobile app
The Challenge
Your customers have told you everything a tech needs to know. It is spread across ten places, and most of it expires in 60 days.
Customer context lives in ten places
Call recordings, dispatch notes, invoices, equipment history, membership status. Your team has to piece it together every time a tech rolls out to a job.
Call recordings disappear
Most field service platforms keep call audio for about 60 days. The next time that customer calls, the memory of what they said last time is gone.
Generic transcription mangles trade vocabulary
Off-the-shelf AI does not know “PRV,” “recirc pump,” “slab leak,” or “mini-split.” Searching transcripts for the things that matter on a job comes back empty.
Membership opportunities get missed in the driveway
Techs cannot do the math live to tell a homeowner exactly how much they would have saved on recent jobs if they had been on the plan. So the pitch is a guess, or it does not happen.
What an Agent Takes Off Your Plate
Two production integrations on top of ServiceTitan, with no new app and no new login for your techs.
A searchable forever-archive of customer calls
Every call is pulled out of ServiceTitan automatically, transcribed with a model trained on plumbing, HVAC, and electrical vocabulary, and indexed for instant phrase search across years of history.
AI summaries pinned inside ServiceTitan
A smart customer summary appears at the top of every record in the app your techs already use: who they are, job history, equipment to watch, and site-access notes like gates, dogs, parking, and codes.
Trade-aware vocabulary and invoice-checked numbers
Plumbing and HVAC terminology is cleaned up before it reaches a summary. Every dollar figure is reconciled against the actual invoice before it is quoted, so techs trust the numbers in front of the customer.
Membership plan match analysis
Deterministic math flags customers who would have saved real money on recent jobs if they had been on your service plan, and tells the tech the exact dollar amount.
These run as Managed Agents. We build them, run them, watch the outcomes, and expand what they can do as your needs grow. You do not manage the technology. We do.
See Managed Agents →A customer calls back, and the tech already knows the story
The flow Capstone Plumbing runs every day. The human step is your tech in the driveway, with better information.
- Starts withA call is recorded in ServiceTitanSame phone system, same CSR workflow. Nothing changes for the office.
- AgentTranscribed and archived within 15 minutesTrade vocabulary intact. Searchable forever, not just for 60 days.
- AgentSummary refreshed only if something changedWho they are, job history, equipment to watch, gate codes and dogs. Human notes are never overwritten.
- Your systemsPinned at the top of the customer in ServiceTitanNo new app, no new login. It is there when the tech opens the job.
- Your teamApprovalTech walks in with context and a real numberThe membership pitch is a dollar amount from the invoices, not a guess.
Every 15 minutes the agent checks for new calls and changed customers. Most of the time it finds nothing and does nothing, which is why it stays cheap to run.
The First Workflow We’d Build
Autonomy is an operating cost. We spend it first where the rules are clear, the volume is real, and a mistake is easy to catch.
The searchable call archive
At Capstone Plumbing, day one backfilled everything ServiceTitan still had, about 1,150 calls. The pinned summaries came next, once the office trusted the archive and the vocabulary. The same order works for any shop on ServiceTitan.
- High frequency
- Clear rules
- Real system access
- Recoverable if wrong
- Week 1Map the workflow, set the scorecardCycle time, error rate, escalation rate, cost per run. Your numbers, your baseline.
- Week 2Build with read-only or draft-only accessThe agent prepares the work. It cannot act on your systems yet.
- Week 3Run it beside your peopleCompare its output with how the work is done today. Fix what it gets wrong.
- Week 4Grant narrow write access where the evidence supports itWith a kill switch and an audit log in place before it touches anything real.
- Your team approves every consequential action
- Every action is logged and traceable
- A kill switch your operations staff can hit
- Runs inside your tools; on-premise available
What Your Business Gets Back
Figures from the Capstone Plumbing deployment in Cave Creek, Arizona, live since May 2026.
- Instant search across every customer call your team has ever taken
- Techs walk in with full context instead of hunting through ServiceTitan tabs
- Membership upsells based on real dollar savings, not guesses
- Summaries that update only when something actually changed: low cost, always fresh
- No new app, no new login. Everything lives in the tools your team already uses
How This Holds Up in Practice
The deployments and the thinking behind this playbook, written for operators rather than engineers.
Same playbook, different vocabulary. See how it applies elsewhere.
Foundation AI
Run a plumbing, HVAC, electrical, or other home services business on ServiceTitan? Let’s talk about what an AI agent could do for your team.