Threadline

Stop Chasing GhostsStart Catching Networks.

Our dual-engine AI platform combines millisecond-speed anomaly detection with
Graph Neural Networks to expose the criminal networks legacy systems never see.

95%False positives eliminated
<1msReal-time transaction block
360°Network context coverage

> KEY VALUE

Two Engines
One Unified Shield

Your compliance and fraud teams are exhausted chasing ghosts, your legitimate customers are frustrated by blocked transactions, and the real criminals slip right through the cracks.

Different financial crimes demand different weapons. Our platform fields both simultaneously

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Transaction Ingested

Automatically analyze inputs and transform them into

Every transaction enters the dual-engine pipeline in real time
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Isolation Forest Scan

Create flexible workflows that adapt to your data,

Point anomaly scored in single-digit milliseconds against behavioral baseline
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Graph Neural Network

Generate consistent, high-quality results that you can

Anomaly score fed into GNN, entire financial neighborhood mapped
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Ensemble Decision

Automatically analyze inputs and transform them into

Pattern, speed & network evaluated simultaneously for surgical precision
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Act & Alert

Create flexible workflows that adapt to your data,

Block, flag or pass, with a high-confidence, auditable explanation

DUAL-ENGINE TECHNOLOGY

Speed Meets Context
One Unified Shield

Our platform utilizes a highly sophisticated, two-tiered Machine Learning architecture to protect your institution from both sudden point anomalies and complex structural attacks.

You cannot catch a microsecond card swipe with the same methodology used to unravel a month-long multinational laundering scheme. We field both.

Tier 1

Lightning-Fast Fraud Prevention

Isolation Forests & XGBoost

For real-time transactional fraud: Account Takeovers, stolen card swipes, credential abuse. Speed is everything. Our tree-based ML models establish a pristine behavioural baseline for every customer and detect deviations in single-digit milliseconds.

  • Point anomaly identification on tabular transaction data
  • Individual customer behavioral baselines, always up to date
  • Blocks suspicious transactions before funds leave your ecosystem
Tier 2

Deep Network Context

Graph Neural Networks (GNN)

Organized criminals make individual transactions look normal to defeat point-anomaly models. Our GNN maps your entire banking ecosystem as a dynamic, interconnected web — exposing who is moving money, and the full network behind them.

  • Advanced link analysis across all accounts and counterparties
  • Behavioural neighbourhood scoring, not just individual account flags
  • Exposes synthetic identities, mule networks & laundering rings

LEGACY SYSTEMS VS. THREADLINE

Four Ways We Beat the Competition

Legacy systems force a choice between speed and intelligence. We refuse that trade-off.

The Ultimate Ensemble

We feed anomaly scores from our rapid tree-based models directly into our Graph AI. The system catches the pattern, the speed, and the network simultaneously, not just a single transaction over an arbitrary threshold.

Eradicate Alert Fatigue

Traditional ML relies on static account features, the result is paralysing false-alarm rates up to 95%. By training on both behavioural deviations and holistic network topology, we give your team fewer alerts that actually matter.

Zero-Day Threat Detection

Fraudsters constantly evolve to evade known rules. Because our models learn the fundamental mathematical shapes of illicit money movement & not blacklisted accounts, we identify brand-new laundering rings the moment they form.

Frictionless Customer Experience

Surgical precision in true-positive catch rates means your legitimate high-volume business clients and retail users transact freely — no unnecessary compliance holds, no frustrated customers, no brand damage.

Capability

Smurfing / mule network detection

Real-time transaction blocking

False positive rate

Zero-day / novel fraud tactics

Synthetic identity detection

Regulatory audit trail

Legacy Rule Engines

Invisible to flat rules

Seconds to minutes latency

Up to 95% false alarms

Requires manual rule update

Not addressed

Rule logs only

Threadlines AI

GNN exposes entire network

Single-digit milliseconds

Dramatically reduced

Detects on mathematical shape

Exposed via link analysis

Explainable AI decisions

See the Unseen.

Regulators and card networks are demanding more sophisticated, highly responsive monitoring. Don't wait for a costly audit or a massive fraud loss to upgrade your defenses. Move beyond the spreadsheet.