For most equipment makers the aftermarket (service contracts, spare parts and repairs) is the steadiest revenue and the stickiest relationship. It is also where customers decide whether to stay. A plant that waits days for a technician, or opens a third warranty claim on the same component, starts asking your competitor for a quote before the contract renews. Those signs sit in service and warranty cases, one ticket at a time, while sales watches orders. SignalHOT reads the service history across your whole installed base and tells aftermarket, service and account teams which customers to protect and which to grow.
Why nowTariffs and rising input costs are squeezing margins on new equipment, so service contracts and spare parts carry more of the revenue, and every service customer you lose costs more.
What SignalHOT reads in your systems
- Service and warranty casese.g. “Packaging line 3 jams again after repair”
- Repeat failures and RMA ticketse.g. “Third RMA for the same pump seal”
- Post-service CSAT surveyse.g. “Engineer visit rated 2 of 5”
- Service contract renewal datese.g. “Maintenance contract renews 30 November”
- Account tier: key accounts, dealers, distributorse.g. “Key account, tier 1 distributor”
And many more. From Salesforce, ServiceNow, Zendesk or a custom feed. Read-only.
How it works
- 1ConnectYour CRM or helpdesk, read-only.
- 2DetectMachine learning spots the signals.
- 3PrioritizeRanked lists, evidence shown.
- 4ActAI suggests. Your team decides.
Four signals, one account view
Protect: Churn Risk, Escalation · Grow: Success, GrowthA maintenance contract up for renewal after a bad quarter
A food-processing plant on a three-year maintenance contract has opened four cases on the same packaging line in 60 days. Two missed their response time, the last CSAT survey came back 2 out of 5, and the contract renews in 30 days.
Why it mattersLosing a maintenance contract usually takes the spare parts and upgrade business with it.
A line-down case going quiet
A critical case logged as line down is 18 hours past its response target. The last update from your side was yesterday, and the plant manager's latest note reads: production stopped, we need an engineer today.
Why it mattersEvery hour of downtime costs the customer money. How you handle one line-down case is remembered at renewal.
A dealer that runs a model service operation
A regional dealer's customers rate its repairs 5 out of 5, its cases close well inside target and the tone of every conversation is positive.
Why it mattersA proven dealer is the most credible voice when you win new accounts or launch a product line.
Installed base with no service plan
Growth opportunity, matched to your maintenance plan, parts package and training catalogue.
A customer bought 12 machines with warranty only. Its recent cases ask about preventive maintenance, spare-part lead times and operator training.
Why it mattersTurning warranty-only customers into service-plan customers is the core of aftermarket growth.
How SignalHOT's AI and machine learning help
The AI Advisors recommend the next step and show why. Your team decides what to do and does it.