Predictive maintenance — condition data in, work orders out, before the failure
Applies to: Mining · Manufacturing · Ports · Oil & Gas · Equipment Rental
AI agents by the job they do
Some buyers arrive knowing their industry. Others arrive knowing their problem — “we need something for predictive maintenance” — without caring what sector the vendor usually serves.
The short version: some buyers know their industry; others just know their problem. This page is the second route in — eleven workflows, each linked to the industries where we build it.
Last updated:
This is the second route in. Every use case below links to the industries where we’ve built it.
Operations
Scheduling and dispatch — the day re-optimised every time reality changes
Applies to: Home Services · Freight · Aged Care · Security
Exception handling — the 5% of cases that consume 80% of the coordination
Applies to: Freight · Ports · Manufacturing · Waste
Shift handover and continuity — what one crew knows, the next crew gets
Applies to: Mining · Ports · Aged Care · Security
Revenue and front line
After-hours call handling — the call you’re currently sending to voicemail
Applies to: Home Services · Healthcare & Dental · Automotive · Self-Storage · Hotels
Quoting and estimating — from drawing, spec or rate card to a sent quote
Applies to: Manufacturing · Construction · Home Services · Equipment Rental
Enquiry qualification and follow-up — nothing goes unanswered, nothing goes unchased
Applies to: Hotels · Venues · Higher Education · Fitness
Back office and compliance
Document and intake processing — stop re-typing what already exists
Applies to: Insurance · Legal · Accounting · Public Sector · Construction
Compliance reporting and evidence — the audit trail assembled as work happens
Applies to: Mining · Aged Care · Insurance · Waste · Security
Reconciliation — daily variance review instead of daily data entry
Applies to: Hotels · Accounting · Franchise Networks · Restaurants
Certification and vendor compliance — expiry caught before the gate, not at it
Applies to: Mining · Construction · Ports · Property Management
Not sure which applies?
Most businesses have three or four of these running simultaneously and can’t tell which is costing most. That’s what the audit ranks.
Frequently asked questions
Can one agent cover several of these?
Sometimes, and often it shouldn’t. Agents scoped to one job are easier to evaluate, easier to trust and easier to roll back. Multi-agent systems combine them later, once each part is proven.
Do you build these as products or from scratch each time?
The patterns repeat; the integrations don’t. We reuse architecture and evaluation scaffolding, and build the integration layer for your systems. That’s why we can quote fixed.
Which use case should we start with?
Whichever scores highest on recoverable hours in the audit — which is frequently not the one people expect. After-hours call handling in particular is consistently undervalued because nobody measures the calls they never received.