Technical capabilities and domain mastery

Deep expertise across AI, finance, and engineering

Our team combines decades of hands-on financial operations experience with advanced AI research and production-grade engineering capabilities. This unique combination enables us to deliver solutions that not only understand complex business requirements but can execute them reliably at scale.

Explore our capabilities

Multi-disciplinary expertise for complex challenges

Our approach combines domain authorities who understand the intricacies of financial operations, AI researchers who push the boundaries of what's possible, and engineering leaders who build systems that scale.

Financial Operations Authority

25+ years of combined experience building and operating critical financial infrastructure at tier-1 institutions.

  • Front-office trading operations and execution
  • Middle-office risk and compliance frameworks
  • Back-office settlement and reconciliation
  • Cross-asset product expertise (Equities, FI, FX, Derivatives)
  • Regulatory reporting and audit management
  • Operational transformation and change management

Advanced AI Research & Development

Cutting-edge research in machine learning with a focus on financial applications and regulatory requirements.

  • Deep learning architectures for time-series and NLP
  • Reinforcement learning for trading and optimization
  • Industry-leading anomaly detection algorithms
  • Agentic AI systems for autonomous operations
  • Federated learning for privacy-preserving analytics
  • Explainable AI for regulatory compliance

Production Engineering Excellence

Enterprise-grade architectures designed for the demanding performance, security, and reliability requirements of financial services.

  • Cloud-native microservices architecture
  • Real-time data streaming and processing
  • Zero-downtime deployment strategies
  • Security-first design with encryption at rest and in transit
  • Legacy system integration and modernization
  • Infrastructure as code and automated compliance

Modern technologies for demanding environments

We leverage cutting-edge technologies while maintaining the stability and security required for financial services operations.

AI & Data Platform

Comprehensive machine learning and data processing capabilities with enterprise-grade analytics and real-time streaming.

  • TensorFlow, PyTorch, JAX for ML development
  • Hugging Face Transformers, OpenAI APIs
  • Apache Spark, Kafka, Flink for data processing
  • Snowflake, BigQuery, Redshift for warehousing
  • dbt, Airflow, Prefect for orchestration
  • ClickHouse, TimescaleDB for time-series
  • Grafana, Tableau for visualization

Infrastructure & Monitoring

Cloud-native infrastructure with comprehensive monitoring, model surveillance, and anomaly detection capabilities.

  • AWS, Azure, Google Cloud platforms
  • Kubernetes, Docker, Istio service mesh
  • Terraform, CloudFormation infrastructure
  • MLflow, Weights & Biases for ML ops
  • Evidently AI, WhyLabs for model monitoring
  • Prometheus, Jaeger, ELK for observability
  • HashiCorp Vault, Consul for security

Specialized Systems

Proprietary intelligence systems and specialized financial technologies for advanced computational requirements.

  • Permion XVM™ real intelligence platform
  • Native LogTalk and Prolog development
  • Full C, C++, Java, Python support
  • NVIDIA RAPIDS, CuML for GPU acceleration
  • Custom anomaly detection engines
  • Proprietary surveillance frameworks
  • Regulatory compliance automation

Best-in-class detection and monitoring systems

Our proprietary anomaly detection and model surveillance capabilities provide unparalleled insight into system behavior and performance across financial operations.

Industry-Leading Anomaly Detection

Proprietary algorithms that detect subtle patterns and outliers in complex financial data with industry-leading accuracy and minimal false positives.

  • Advanced ensemble methods for robust detection
  • Time-series anomaly detection for market data
  • Multivariate outlier detection for operational data
  • Real-time streaming anomaly identification
  • Context-aware anomaly scoring and ranking
  • Adaptive thresholds with self-learning capabilities

Comprehensive Model Surveillance

Production-grade model surveillance platform with real-time drift detection, performance monitoring, and automated compliance tracking.

  • Real-time model performance monitoring
  • Data drift and concept drift detection
  • Statistical significance testing for degradation
  • Automated retraining triggers and workflows
  • Model explainability and fairness monitoring
  • Regulatory compliance and audit trail management

Integrated Platform

Our anomaly detection algorithms work seamlessly with our model surveillance platform to provide comprehensive monitoring of both business operations and AI system performance. This integrated approach enables early detection of operational issues, model degradation, and compliance risks before they impact business operations.

Ready to Transform Your Operations?

Let's discuss how our expertise can accelerate your AI initiatives and deliver measurable business outcomes.

Schedule a consultation