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.
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