Carriers and logistics software
Jobs are accepted on price and postcode, then lose money on the day.
- Module
- Job Feasibility
- Example input
- Collection, delivery, timings, item, vehicle, driver hours.
- Example output
- Reprice — 40 minutes over the allowance, restricted access at delivery.
Furniture and bulky-item retail
Failed deliveries because the item never had a realistic route into the property.
- Module
- Property Fit
- Example input
- Product dimensions, property type, floor, access answers.
- Example output
- Unpacking required — doorway width below packaged depth, two-person handling.
EV and charging applications
Charger listings say a stop exists, not whether this vehicle can use it.
- Module
- Charge Reality
- Example input
- Vehicle, connector, state of charge, planned stop.
- Example output
- Check before proceeding — height barrier reported, live availability unknown.
Student and community applications
Free events turn out to be free entry with a compulsory cost attached.
- Module
- Free Status
- Example input
- Listing, location, date, eligibility.
- Example output
- Free with conditions — student ID required, official source checked 3 days ago.
Assistants and digital platforms
Confident answers with nothing underneath them.
- Module
- Journey Reality + Free Status
- Example input
- The user's intended plan in structured form.
- Example output
- A verdict, the conditions, the missing evidence and the source attribution.