Trusted by top engineering teams
- Fraud Detection
Fraudsters act in milliseconds—your feature store should, too.
Tecton is the feature store behind your fraud and risk systems. It delivers the ultra-low latency and fresh features required for real-time decisions at scale, powering applications such as credit underwriting, insurance quoting, payment fraud detection, and more.
Tecton Benefits for Fraud Teams
Real-time fraud detection
requires a different set of skills
Real-time transaction fraud, account takeover detection, merchant onboarding fraud, spam and abuse bot detection, and push payment fraud all depend on streaming data and real-time decisions. You need a feature store that can keep up.
Fraud prevention teams at companies like Coinbase, Signifyd, Oscilar, Block, and North use Tecton to keep their platforms secure and protect their users from attacks that can happen in milliseconds.
Learn how the most advanced risk teams are securing their systems with predictive ML and Tecton:
Define, compute, and serve
fraud signals in real time
Productionize and test new features in minutes
- Go from notebook feature to production pipeline in minutes, not weeks, using Python, pandas, Spark, or warehouse SQL.
- Maintain model accuracy when introducing new features using automated historical backfills and instant training data generation.
- Automate backtesting, leverage native feature unit tests, and integrate seamlessly into your CI/CD pipeline for reliable deployments.
Build next-generation fraud-detection features
- Leverage next-generation fraud detection strategies—like sequence modeling and temporal pattern recognition that capture subtle fraud patterns and user behaviors.
- Support lifetime, last(n), and multi-year window aggregations without overwhelming storage or compute costs.
- Maximize model accuracy with perfect consistency between training and serving environments.
Detect fraud in real time, at enterprise scale
- Best-in-class 100ms feature freshness with <10ms P99 latency and 99.99%+ availability at 100k+ QPS.
- Global replication for multi-region serving with automatic failover.
- Unified compute for every use case. Redis or DynamoDB, Ray or Spark, get full flexibility without added complexity.
Tecton Benefits for Fraud Teams
Fast-track your fraud models
from experiment to production
Automate your feature pipelines to accelerate model development and deployment. Get unified data access, one-command feature deployment, and rapid iteration cycles—all through a streamlined developer experience.
Ultra-Fresh & Fast
100ms feature freshness with <10ms P99 serving latency at scale—so your fraud models always see the latest signals.
Notebook-to-Production
Modelers can prototype with the same Tecton aggregation, calculation, and transform SDK used in production—no engineering hand-off required.
Easy Experimentation
Run safe A/B and “shadow” tests of new real-time features with guaranteed train/serve consistency before full rollout.
Governance & Compliance
Centralized, versioned feature definitions, workspace-level access controls, and end-to-end lineage let you audit every feature change.
Scale & Resilience
Autoscaling, failover, and multi-region replication deliver 99.99% serving availability, ultra-low latency, and support for instantaneous disaster recovery.
Cost Efficiency
Tile-based caching, DynamoDB bulk-import backfills, adaptive TTLs, and autoscaling work together to right-size costs.
Supporting Gen 3 Fraud Detection
Advancing fraud detection at scale
Learn how Tecton customers are implementing the most cutting-edge capabilities in account security and compliance:
