Carrier risk and fraud intelligence for freight brokers
AlphaLoops detects the ten fraud patterns brokers face today: chameleon carriers, identity theft, MC authority sales, fictitious pickup, synthetic carriers, dispatch service fraud, document fraud, payment diversion, load hostage schemes, and compliance masking. Across all 2.7 million FMCSA-registered motor carriers, in real time.
The ten fraud patterns broker compliance teams have to detect in 2026
Authority and insurance verification is table stakes. The carriers defrauding brokers in 2026 don't fail those checks. They pass. Modern carrier fraud falls into ten distinct patterns.
AlphaLoops is the carrier intelligence layer underneath your vetting workflow. We don't replace your TMS, your COI collection, your at-pickup driver verification, or your in-transit GPS. We surface the eight identity, network, and behavioral signals that those workflows can't generate on their own.
Fraud surfaces as mismatch plus urgency. AlphaLoops detects the mismatch.
Single mismatches are explainable. Multiple mismatches plus pressure to move quickly is the fraud pattern. AlphaLoops detects four categories of mismatch automatically.
FMCSA records, insurance filings, factoring records, W-9, email domain, phone number, and physical address all line up — or they don't. Free email domains (gmail, yahoo), virtual offices, mailboxes, residential addresses, VoIP numbers, and recently-changed contact info are the tells.
Carrier's claimed equipment matches their inspection history. Authority age matches stated company history. Lane and commodity match prior operations. A dry-van-only carrier accepting a hazmat reefer load is the operational mismatch.
Forum complaints, social allegations, news reports, and federal litigation surface behavioral patterns the carrier wouldn't volunteer. Double brokering allegations, non-payment to drivers, ghost loads, and fictitious pickup history all appear here first.
The same officer, address, phone, factoring company, or remit-to entity appearing across multiple MCs. The strongest signal of organized fraud, and the one most invisible to single-carrier vetting tools.
How broker risk and compliance teams use AlphaLoops
Onboarding, booking, and continuous monitoring across your approved carrier list. Same data, three different jobs.
Run every new carrier through identity, operational, behavioral, and network mismatch checks before they reach your approved carrier list. Reject high-risk applicants automatically. Document the decision for audit.
Capacity reps see red, yellow, and green signals on every carrier they're about to load. Sub-100ms API call surfaces fresh fraud flags, identity mismatches, and MC sale signals before the load tenders.
Watch every carrier on your approved list for new fraud signals between annual reviews. Authority lapses, BMC-91 expirations, MC sale listings, equipment sales, new lawsuits, and AI-flagged fraud surface as alerts.
Detect carriers fronting for third-party dispatchers, equipment-sale schemes, and identity theft patterns. AI-flagged fraud signals catch double brokering operations before the freight moves, not after the claim.
Every signal, alert, and decision is timestamped and exportable. Risk and compliance leadership get defensible documentation of why a carrier was approved, monitored, or rejected. Required for shipper audits and insurance reviews.
REST API and webhooks embed AlphaLoops fraud signals directly into your TMS, load board, or broker tech platform. 200+ fields per carrier. Sub-100ms response time. Used by TMS and broker tech vendors to power their own risk products.
The fraud intelligence record
What's in the AlphaLoops record for broker risk and compliance use.
Officer, address, phone, and equipment associations indexed across the entire FMCSA registry. Entity-resolution algorithms identify connections to revoked, surrendered, or fraud-flagged authorities.
Free email domains (gmail, yahoo, outlook). Virtual office, mailbox, and residential address detection. Phone-type classification (VoIP, recently created). Recent MCS-150, ownership, address, and contact changes.
Continuous monitoring of broker forums, Facebook groups, authority marketplaces, and trucking community sites. Surface includes asking price, listing source, and date.
Carriers listing trucks, trailers, or fleet assets for sale across commercial vehicle marketplaces and forums. Equipment sale plus authority sale together is a leading double-brokering indicator.
Active and historical federal court filings naming the carrier or its officers. Cargo claims, contract disputes, MC fraud cases, identity theft. Case-level detail with dates and parties.
Continuous AI monitoring of social media, broker forums, news, and public records. Allegations of double brokering, non-payment to drivers, ghost loads, identity theft, fictitious pickup, dispatch fraud.
Same officer, address, phone, factoring company, or remit-to entity appearing across multiple MCs. The strongest signal of organized fraud, invisible to single-carrier vetting.
Authority status, age, type, with full history. New entrant flag. Recently-reactivated authority detection. BMC-91 insurance filings with effective and expiration dates.
Inspection history by equipment type. Lane and commodity profile. Operations type. Used to verify the carrier's stated capability matches their actual operating history.
Document collection (COIs, broker-carrier agreements, W-9s) lives in your onboarding workflow tool. Real-time GPS, at-pickup driver verification, and shipper-side validation come from separate workflows. AlphaLoops is the carrier-side intelligence layer.
How AlphaLoops delivers into your stack
Fraud intelligence delivered into the systems your compliance and capacity teams already use.
MC sale alerts, fraud flags, authority changes pushed to your endpoint instantly.
Reference →30+ tools for AI-assisted vetting workflows. Works with Claude, ChatGPT, Cursor.
MCP server →ACL monitoring with email and Slack alerts. Continuous scanning, no manual reviews.
Watchlist →Four problems brokers solve with AlphaLoops
The high-stakes problems where the difference between knowing and not knowing is a six-figure cargo claim or a load that never moves.
Active MC authority is a tradeable asset. Authorities with clean records and active insurance get sold to bad actors who inherit the safety profile, then operate under it for cargo theft, double brokering, or fictitious pickup. The broker booking the load has no signal the operating carrier behind the policy has changed. The load disappears. The cargo claim follows.
AlphaLoops monitors broker forums, Facebook groups, authority marketplaces, and trucking community sites continuously. Alerts surface within hours of a listing, before the change of ownership shows up in FMCSA records.
Two distinct fraud patterns, both detected through identity mismatch. Identity theft uses a real carrier's MC with a fake email domain, phone, and address. Chameleon carriers obtain new authority but share officers, addresses, equipment, or operational patterns with a previously-revoked MC.
AlphaLoops detects both at onboarding. Identity mismatches surface when FMCSA records, free email domains, virtual addresses, or VoIP phones don't line up. Chameleon connections surface through entity resolution across the full FMCSA registry.
Double brokering operations typically show one or more of: recent MC authority sale, equipment sale activity, network connections to fraud-flagged authorities, or social media allegations of similar conduct. Dispatch service fraud shows up as the same dispatcher representing many unrelated MCs.
AlphaLoops surfaces all four signals continuously, allowing brokers to flag risky carriers before tendering loads and before drivers report mid-route handoffs.
A carrier that was clean at onboarding can be selling its authority three months later. Insurance lapses. Officers change. Federal lawsuits get filed. Equipment goes up for sale. None of these surface in an annual review.
AlphaLoops watchlist monitors every carrier on your approved list continuously and alerts you the moment any of the ten fraud patterns surfaces. Delivered via email, webhook, or Slack.
Frequently asked questions
Common questions from broker risk, compliance, and capacity teams.
See AlphaLoops in action.
Fraud intelligence for freight brokers, in your vetting and booking workflow.