Personal
Personal track does not surface AI review — too heavy for household-scale fleets.
Explore PersonalAI Review
AI Pattern Review
The AI reviewer looks at 30+ days of context, not just one row — surfacing patterns a one-shot rule cannot catch.
Personal· Not includedBusiness· AdvancedGov & Public· Advanced
1
How it starts
Trigger · 30-day pattern scan
Rising trend · +80% week-over-week
Illustrative mockup with dummy data. No real customer information or full ETC card numbers are shown.
The problem it solves
Rules catch what you already know to look for. Patterns that emerge over weeks — recurring unknown plates near a specific exit, slow drift in spend — slip past rule-based monitoring.
How it works
It runs on a clean, simple cycle.
AI scans the prior 30 days of activity for every card and vehicle.
It surfaces patterns framed as "possible" or "likely" — never confirmed.
Findings route to the manager review queue with full reasoning.
Manager decides — AI never auto-flags or auto-blocks.
Who uses it
Same technology, three use cases.
Business
A dispatch manager learns that one card's spend rose 80% week-over-week with no matching trip authorization — AI surfaces this 3 weeks before the bill arrives.
Explore BusinessGov & Public-Sector
Oversight learns that the same unknown plate has shown up near a specific exit on 4 consecutive Fridays — surfaced for human review.
Explore Gov & Public-Sector2
How the AI thinks
AI Pattern Review (inference-only)
30-day context aggregated
Pattern compared to baseline
Reasoning surfaced (no auto-judge)
Benefits
What you get out of it.
Looks at 30+ days of context, not one row
Wording: "possible" / "likely" — never "confirmed"
Reasoning is exposed for human review
Never auto-flags or auto-blocks
Powered by our proprietary AI engine
3
What it surfaces
AI surfaced · possible pattern
Card ‧4419 spend up 80% WoW with no matching trip authorization
Reasoning: 6 additional segments form a new pattern. Surfaced before billing arrives.
Likely→ Manager review queue
4
Trust & privacy
Outcome · zero live retention
Kept
Generated PDF/CSV
Kept
Audit log
Wiped
Live MEISAI rows
Wiped
Temp processing data
JTR doesn't permanently keep live ETC Usage Inquiry Service (MEISAI) data — it's wiped once your report has been delivered.
FAQ
Common questions
Is the AI training on my data?
No. JTR runs its AI in inference-only mode. Your data is not used to train any model.
Can the AI be wrong?
Yes — that is why every finding is framed as "possible" and routed to a human reviewer. AI assists, never decides.
Can I disable AI Pattern Review?
Yes — per organization. Rule-based alerts continue to fire as configured.
Related features
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