Stop Hidden Revenue Loss in Tolling & Mobility

AI-Powered File Monitoring for Every Critical Data Flow

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.

Aerial view of a toll booth

Industry Context / Challenges

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 / Solution with AI Agents

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?

down arrow

Auralis AI agents make this vision a reality. They transform tolling revenue assurance into a proactive, measurable, and scalable program.

Common Support Use Cases

File Health Monitoring

Monitor lane, ALPR, roadside, and partner files in real time, alert on late, missing, or malformed drops.

Revenue Assurance Dashboard

Leakage drivers, recoveries, cycle times, forecasts.

Protocol Integration

Match transactions across agencies and clearinghouses, create exception queues, and track SLAs to closure.

Audit & Compliance

Continuous QA, immutable logs, audit-ready.

Violation Lifecycle Automation

Speed image triage, policy checks, and notice workflows, keep evidence and actions audit ready.

Dispute & Recovery Workflows

Score cases, build packets, escalate selectively.

Fraud & Risk Signals

Flag loops, tag–plate mismatches, short-pay patterns.

Anomaly & Variance Detection

Detect duplicates, entry/exit mismatches, class errors, aging items, and statistical outliers across partners.

Customer Testimonials

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.

Headquarters

New York, USA

Industry

Tolling and Mobility

Annual Transactions

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

Impact & Stats with Auralis

Recovered YTD

$ 0 M

Recovered revenue in a year, with baseline industry averages.

faster exception resolution

0 Days

The typical manual cycle running between 4-7 days.

Detection Coverage

0 %

Lane files, ALPR/ANPR images, partner, and clearinghouse feeds.

lower handling cost

0 %

Fewer manual review, fewer repeats, better routing, etc.

Team Productivity

0 x

Analysts spend more time on recovery and less on search.

The Future of Revenue Assurance

Manual Oversight

Intelligence Assurance

Integrates with over 500+ tools that you already use

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

The Auralis Difference

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

End-to-End AI.

Fully Done for You

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.

Tailored.

Not Templated

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.

Instant Integrations.
Out of the Box

Instantly integrates with over 500+ tools that your team already uses out of the box. Anything with an API can be integrated with.

LLM Agnostic.
Deploy Anywhere

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.

Speed to Value.

Days not Months

Up and running in days, not months. We deliver measurable results quickly, without lengthy implementations or bloated consulting bills.

Enterprise-Grade Security

Compliance you can trust. Certified to industry-leading security and privacy standards (ISO, SOC2, GDPR, HIPAA-ready).

gdpr

GDPR

aicpca

SOC 2 Type II

iso

ISO 27001

HIPAA

White Paper

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.

FAQ

Looking for details to help you decide?
Here's why Auralis help you start saving today!

Can Auralis monitor real‑time toll transactions and partner file drops?

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.

Ready to Rethink Tolling and Mobility?

See what AI-powered support can do for your organization.