Stop Hidden Revenue Loss in Tolling & Mobility
Stop hidden revenue loss with AI that validates every data file in real time, detects anomalies instantly, and prevents leakage before it impacts billing or settlements. Empower your teams with predictive insights and closed-loop recovery across partners, fleets, and lanes.
Toll operators, aggregators, and mobility providers are quietly losing revenue. They are often buried in delayed files, undetected anomalies, and manual oversight gaps that surface only after recovery windows.
15–25% of toll images need manual review, driving added cost and delay.
£4M+ in Dart Charge fines were canceled, after errors exposed anomaly risks at scale.
$51M+ in unpaid tolls at MTA in 2024 were lost, before recovery workflows could act.
What if your teams focused on prevention and recovery, while AI agents continuously monitored data streams, flagged anomalies, and forecasted leakage?
What if every exception carried the right context, including vehicle class, ANPR image, entry/exit match, and SLA, so staff could resolve faster with full traceability?
What if every toll record and partner feed was validated in real time, catching late, missing, or duplicate transactions before revenue slipped away?
Auralis AI agents make this vision a reality. They transform tolling revenue assurance into a proactive, measurable, and scalable program.
Monitor lane, ALPR, roadside, and partner files in real time, alert on late, missing, or malformed drops.
Leakage drivers, recoveries, cycle times, forecasts.
Match transactions across agencies and clearinghouses, create exception queues, and track SLAs to closure.
Continuous QA, immutable logs, audit-ready.
Speed image triage, policy checks, and notice workflows, keep evidence and actions audit ready.
Score cases, build packets, escalate selectively.
Flag loops, tag–plate mismatches, short-pay patterns.
Detect duplicates, entry/exit mismatches, class errors, aging items, and statistical outliers across partners.
Tolling and mobility leaders trust Auralis to recover hidden revenue and scale operations with confidence.
A leading toll operator managing highways and bridges across multiple states struggled with revenue leakage from missed transactions, delayed reconciliations, and growing exception backlogs. Manual oversight created delays in recovery and exposed the agency to public and regulatory pressure.
New York, USA
Tolling and Mobility
500M+
Our finance and operations teams were spending countless hours chasing missed tolls and reconciling exceptions. Leakage was accepted as inevitable, and recovery rates were low. With Auralis, anomaly detection and reconciliation run continuously, exception cycle time has dropped by half, and recovered revenue has more than paid for the program. The impact on accountability and staff productivity was immediate.

Maria Alvarez
Director of Revenue operations
Recovered revenue in a year, with baseline industry averages.
The typical manual cycle running between 4-7 days.
Lane files, ALPR/ANPR images, partner, and clearinghouse feeds.
Fewer manual review, fewer repeats, better routing, etc.
Analysts spend more time on recovery and less on search.
Whether it’s help desks, documentation, videos, CRMs, e-commerce, or customer support tools, Auralis enhances your workflow by integrating with all major platforms. Any platform with an API can be integrated with Auralis
We don’t just implement AI — we make it work securely and seamlessly for your business. Starting from extraction and clean-up to ongoing optimization, we are with you every step of the way
We do the hard work. data clean-up, model training, integrations, monitoring, and maintenance — all managed by us, so you don’t need a data science team.
Our solutions are shaped around you. We design, train, and optimize AI on your data and workflows. We don’t take generic models and try to fit you in like most of the other solutions in the market.
Instantly integrates with over 500+ tools that your team already uses out of the box. Anything with an API can be integrated with.
Seamlessly orchestrate public and open-source LLMs — or bring your own — and deploy them anywhere: cloud, private, or on-premise, with full flexibility to match your infrastructure and compliance needs.
Up and running in days, not months. We deliver measurable results quickly, without lengthy implementations or bloated consulting bills.
Compliance you can trust. Certified to industry-leading security and privacy standards (ISO, SOC2, GDPR, HIPAA-ready).




Choosing the right AI agent can make or break your customer experience. This guide walks you through the key questions to ask and factors to consider before investing in an AI agent for your business.
Looking for details to help you decide?
Here's why Auralis help you start saving today!
Yes. Auralis continuously validates lane, ALPR/ANPR, roadside controller, clearinghouse, and back‑office feeds. It flags late, missing, duplicate, or malformed files, detects volume and pattern anomalies, and presents stream health in a single dashboard with configurable SLAs, owners, and alerts (ServiceNow, email, or in‑app).
It is an overlay that integrates by API, so your BOS and clearinghouse remain the systems of record. Auralis reads and writes through approved endpoints, creates reconciliation and exception queues, and tracks each handoff to closure with an audit trail.
Auralis does not change roadside hardware; it analyzes outputs with secondary checks using metadata, historical context, and confidence thresholds. Low-confidence items are routed to focused human review, which shortens triage and avoids unnecessary notices or write-offs.
Yes. Auralis assembles policy-aware packets with images and context, prioritizes by recovery likelihood, and integrates with your notice and payment providers where APIs exist. Every step is logged so dispute outcomes and recovery rates are traceable.
You can deploy in public cloud, private VPC, or fully on-prem. Auralis supports customer-managed keys, region-specific data stores, and model choice (including bring-your-own) to meet security, residency, and procurement requirements.
We baseline key metrics such as recovered revenue, exception cycle time, detection coverage, and backlog. A pilot typically starts with one or two leakage drivers, then expands as thresholds are met; dashboards show pre- and post-results so you can verify impact.
See what AI-powered support can do for your organization.