FINANCIAL SERVICES (FINTECH, BANKING, INSURANCE) · AI ENGINEERING

AI engineering for Financial Services (FinTech, Banking, Insurance)

Industry-specific AI deployments for Chief Technology Officers, Heads of AI, Compliance Officers at banks, insurers, FinTechs, and asset managers. Compliance-aware architectures, real outcomes from BearPlex case studies in this vertical.

Autonomous AI Agents

Financial services AI agents automate fraud scoring, KYC/AML document review, claims triage, and customer service while staying inside SOX, PCI DSS, GLBA, and FFIEC SR 11-7 boundar...

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RAG & Knowledge Systems

Financial services RAG systems retrieve from regulatory filings, internal research, customer data, and market data while maintaining the audit trails examiners require. BearPlex bu...

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Model Engineering & Fine-Tuning

Financial services model engineering covers production ML systems for alpha generation, credit and market risk, fraud detection, AML, KYC, and compliance automation. BearPlex build...

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Data Pipelines & MLOps

Financial services data pipelines unify market data, trading data, customer data, and operational data into governed analytical and operational infrastructure. BearPlex builds thes...

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Enterprise Platform Engineering

Internal AI platforms for financial services consolidate the infrastructure that powers all AI initiatives across the firm: shared model serving, retrieval infrastructure, evaluati...

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Interface Design & UX Engineering

Financial services interface design covers advisor and trader workstations (where workflow efficiency directly impacts revenue), customer-facing portals and apps (where UX determin...

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Integrated Teams

Integrated engineering teams from BearPlex embed into financial services organizations for 6-18 month engagements, typically 3-8 engineers with financial services-specific expertis...

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RLHF & AI Alignment

Financial services RLHF and alignment work shapes AI behavior to satisfy the regulatory and compliance requirements of financial contexts: refusal patterns for unsuitable advice, M...

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Sovereign Cloud Infrastructure

Financial services sovereign cloud infrastructure deploys AI workloads in environments where MNPI and sensitive financial data never leave controlled boundaries: customer VPC, on-p...

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Application Security & Penetration Testing

Financial services application security with AI focus covers AI red-teaming for production AI features, examiner-grade security audits, MNPI-aware AI security testing, and the secu...

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