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Finance & Accounting · AI accelerator

Anomaly Detector

Detects spend, journal and vendor anomalies in real time.

−65%
False positives
3–4×
True-positive rate
Days → minutes
Detection latency
3–5 months
Payback period
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Anomaly Detector
FIN · No. 24 of 117
What it does

Anomaly Detector in production

  • Scores journals, payments and expenses as they post
  • Spots split invoices and round-number patterns
  • Flags ghost vendors and lookalike names
  • Learns baselines per entity, vendor and period
  • Explains every alert with contributing factors
  • Routes high-risk alerts to internal audit
See it in a use caseAML and fraud detection →Insurance claims →Invoice processing and AP →

45-second film: the Anomaly Detector tile, an animated mockup and the KPI impact.

How it ships

Live in 6–9 weeks, inside your perimeter

Deployment options
On-premise (air-gapped)Private cloudManaged cloudHybrid
Integrates with
SAP S/4HANAOracle FusionCoupaSAP ConcurSnowflakeApache Kafka
Technology stack
PythonPyOD · Isolation ForestNeo4jApache KafkaMLflow
Compliance & security
SOXIFRSGAAPISO 27001SOC 2 Type IIGDPR · DPDP
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A 20-minute technical walkthrough, no slides. Ships in 6–9 weeks.

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