Why it happens
Manual handoffs grow in the gaps between tools. Automations built without checks or an owner create a different problem: silent failures nobody finds until the data is wrong.
ServiceTitan automation
ServiceTitan automation that removes the re-keying without breaking the process.
Integrations and automated workflows built around how your team actually works, with data checks, error alerts and a named owner for exceptions.
Rule of thumb: automate a process you understand. A messy process just fails faster.
The problem
Skilled people doing copy-and-paste work.
“Someone re-enters job data into another system every day.”
“Estimates sit because nobody was assigned to follow up.”
“Missed calls are noticed days later.”
“The automation broke last month and nobody noticed.”
How Throughline approaches it
Process first, then the tool.
01 / Map
Size the workflow
Document the steps and estimate time × frequency × hourly cost.
02 / Design
Choose the lightest fit
The simplest tool that meets the need, with defined checks and failure behavior.
03 / Build
Test with real records
Run it against real data before it touches live work.
04 / Hand over
Make it supportable
A runbook, alerts and a named owner for exceptions.
What it looks like
Examples of what gets automated
Illustrative patterns. Your process decides what is worth building.
Estimate follow-upWhenAn estimate reaches an age thresholdThenA follow-up task goes to its ownerCheckOverdue tasks are reported
Missed-call alertWhenA call goes unansweredThenThe CSR manager is notifiedCheckAlerts are logged and reviewed
Reporting feedWhenJobs and invoices change in ServiceTitanThenData lands in your reporting storeCheckRow counts checked on every run
Offline conversionsWhenA call becomes a booked jobThenThe result is sent back to Google AdsCheckUnmatched records are listed
Customer data checksWhenA new customer record is createdThenLikely duplicates are flaggedCheckA person decides before merging
Tools used, depending on the job
APIs and webhooksZapierPower AutomateAzure Logic AppsGoogle Apps ScriptScheduled data pipelines
Scope
What’s included, and what isn’t.
Exact scope, deliverables and fee are confirmed in writing before work begins.
Included
- Process mapping and a cost estimate for the workflow
- A build using the ServiceTitan API or exports and the agreed tools
- Testing with real records
- Error alerts and run logs
- A runbook for your team
- Handover training
Not part of this service
- Subscriptions for third-party tools, usually paid by you directly
- Company-wide process redesign, which belongs in a blueprint
- Monitoring after handover, unless a support plan is agreed
Who it’s for
A good fit, and when to choose something else.
A good fit when
- A repeated manual task with clear rules and enough volume to matter
- Teams that can name an owner for exceptions
- Companies connecting ServiceTitan with accounting, marketing or reporting systems
Probably not the right fit when
- The process isn’t defined yet. Map it first
- A task that happens a few times a year
Deliverables
Examples of deliverables
Working automation
Built, tested and running.
Before-and-after process map
What changes and who is still involved.
Test log
What was tested and what happened.
Runbook
How it works, what can fail and how to fix it.
Alerts and exception owner
Failures reach a person, not a void.
Workflow cost estimate
The arithmetic behind the decision to build.
How to start
Three steps to a clear scope.
- 01Try the workflow-cost estimator to size the task.
- 02Send a short brief: the task, the systems and how often it happens.
- 03Receive a written scope with what will be built, tested and handed over.
Nothing is submitted by this website. Your answers build an email draft you review and send yourself.
Related
Questions
Before you ask.
1Zapier or custom code?
Whichever is simplest and safest for the job. Zapier or Power Automate suit straightforward flows. APIs, Azure or Apps Script come in when volume, logic or reliability needs it.
2What happens when an automation fails?
It alerts a named person and writes a log, so the failure is found and fixed. Alerting and the exception owner are agreed during design.
3What access do you need?
Only what the build requires, agreed in advance. Credentials are never sent by email.
4Who pays for the tools?
Subscriptions for tools like Zapier are normally held and paid by you, so you keep ownership of the accounts.
Let’s find your starting point
What’s getting in the way of better work?
Tell me where your systems or processes are falling short. Your answers build a short brief you can read before anything is sent.