AI & Automation
Workflow recommendations
Proactive nudges when a job stalls or a margin drifts, so problems surface while you can still fix them.
Overview
By the time a stalled job or a shrinking margin shows up in a report, it's often too late to act. Thorbis is exploring workflow recommendations that watch your active work and flag trouble early, a job stuck between stages, a quote priced below your usual margin, an account going quiet. The aim is to put the next best action in front of you while it still moves the needle.
What we're building
By the time a stalled job or a shrinking margin shows up in a report, it's usually too late to act, the work has already drifted and the money's already gone. Most problems are visible long before anyone runs the report that finally catches them.
Thorbis is exploring workflow recommendations that watch your active work and flag trouble early: a job stuck between stages, a quote priced below your usual margin, an account that's gone quiet. Instead of just handing you a number, the aim is to put a concrete next action in front of you while it still moves the needle.
It's for owners and managers who'd rather have problems surfaced as they form than discover them in next month's numbers, without pulling reports by hand to find them.
What you'll be able to do
- Flag jobs that stall between stages
- Spot margins drifting below your norms
- Recommend a concrete next action, not just a number
- Surface issues early enough to fix them
- Watch active work without manual report-pulling
- Catch a quiet account before it goes cold
- Act on the next step without pulling a report
Rollout plan
- 01
Early problem detection
In progressWatch active work and flag stalled jobs, drifting margins, and quiet accounts.
- 02
Actionable recommendations
In progressPair each flag with a concrete next action, not just a number.
- 03
Timely surfacing
In progressPut issues in front of you early enough to actually fix them.
Milestones
- Not started:
Signal detection
Detect stalled jobs, below-norm margins, and quieting accounts.
- Not started:
Recommendation engine
Turn each signal into a concrete next action.
- Not started:
Proactive surfacing
Deliver nudges early without manual report-pulling.
More in AI & Automation
How to send useful feedback
Name the blocked role
Product feedback is more useful when it names the owner, dispatcher, technician, office user, or customer affected.
Explain the workaround
Describe what your team does today and where the process fails under real work.
Define success
Share what would change after launch: time saved, fewer manual steps, cleaner records, or better customer follow-up.