For brands and manufacturers
Protect the brand
before the complaint lands.
The product that fails two days after warranty expires is the product that shapes how a customer talks about your brand for the next five years. Bgabs catches those units first.
Predicted service need in 12 days
Usage pattern deviates from healthy band for this model.
confidence 0.82 · reason: cycle-time drift
Service history
- Filter clean02 Aug
- Coolant top-up14 Jun
- Coil cleaning11 Mar
What changes for the brand
Three outcomes that ladder up to trust.
Fewer post-warranty escalations
Predicted service needs are caught before the warranty edge - the moment a customer would otherwise turn a private frustration into a public review.
A live picture across your installed base
Every unit in the field carries a live coverage bar and a current health signal, not a two-year-old registration record.
Model insight that reaches R&D
Repeat-issue patterns land back on the model, not just the unit. Failure modes stop being folklore and start being a feed.
How brands roll it out
A short, honest rollout - not a two-year integration.
- 01
Warranty and AMC import
Existing contract records land in the engine. Live coverage bars appear per unit within a day.
- 02
Predictive priors seeded
Known failure modes for your models are loaded from documented history and pilot data.
- 03
Alert channels wired
Alerts flow into your existing dispatch, CRM or service company via a simple queue.
- 04
Feedback loop closed
Every close-out event feeds back to sharpen prediction and repeat-issue detection.
What you get on day 1
A working coverage picture across the whole installed base.
- Per-unit coverage bars for every warranty and AMC contract on file
- A live map of expiring coverage across the next 30, 60 and 90 days
- A brand-side dashboard for repeat-issue patterns by model
- A queue that hands off to your service company or in-house team
A snapshot the day it goes live
18,240
Units tracked
412
Expiring in 30d
89
Predicted needs
Illustrative dashboard figures. Real numbers land once your contracts are imported.
