AI Services for Capital Markets
Your Partner in AI-Powered Transformation
Epsilon Technologies Group helps financial institutions embrace and implement AI technologies with confidence. Whether you’re exploring proof-of-concept models or looking to operationalize machine learning across your workflows, our team combines capital markets expertise with AI engineering to guide your journey.
AI Services We Offer
1. AI Readiness & Use Case Discovery
We evaluate your data, infrastructure, and workflows to identify high-impact AI opportunities aligned with your business goals.
- Use case identification workshops
- Readiness assessments (technical & organizational)
- ROI and risk analysis for AI investments
2. Proof of Concept (PoC) Development
Rapid development of PoCs to validate AI use cases in your environment.
- Credit scoring and risk segmentation
- Valuation model calibration using machine learning
- Document classification and NLP extraction for compliance
3. Model Design, Training & Validation
Design, train, and evaluate AI models with your data using secure cloud infrastructure (AWS, Azure, or client-hosted).
- Regression, classification, clustering models
- Time-series modeling for asset behavior and risk
- Backtesting and model explainability (SHAP, LIME)
4. End-User Computing (EUC) Replacement with AI
We modernize spreadsheet- and manual-driven processes by automating data pipelines, validations, and decision-making using AI.
- Spreadsheet audit and replacement roadmap
- Intelligent automation via workflow orchestration
- Secure SaaS or on-prem deployment models
5. Regulatory-Aware AI Deployment
We help you align your AI initiatives with evolving regulatory frameworks, including FHFA guidance, NIST AI RMF, and SEC expectations.
- Fairness and bias assessments
- Governance documentation for model risk management
- Traceability, auditability, and data lineage mapping
6. Training & Change Management
Ensure your teams understand and can adopt AI tools through structured learning and support.
- Custom internal learning paths for finance, risk, and ops teams
- “AI 101 for Financial Institutions” training
- Change management planning and support
Ready to Start or Scale Your AI Initiative?
Whether you're starting from scratch or scaling existing models, Epsilon offers flexible, domain-specific AI consulting and delivery services to fit your pace and strategy.
Contact Us to Schedule a Discovery Call
