Banking And Financial Services Case Studies

This technical reference architecture details the state machine graph architecture, IBM CICS middleware integration, and post-mortem state recovery fix for a mainframe reconciliation agent swarm. Engineered with LangGraph and Model Context Protocol servers, the blueprint evaluates deterministic state recovery across simulated banking transactions.

This technical reference architecture details the layout parsing, pgvector hybrid search, and post-mortem table boundary fix for autonomous invoice processing. Engineered with PostgreSQL pgvector, Reciprocal Rank Fusion (RRF), and self-hosted vLLM inference servers, the blueprint evaluates hybrid dense-sparse retrieval across complex financial billing formats.

This technical reference architecture details the graph database topology, vector traversal pipeline, and post-mortem connection pool fix for financial transaction monitoring. Engineered with Neo4j Graph RAG, Memgraph, and self-hosted vLLM inference microservices, the architecture evaluates decoupled in-memory traversal to discover complex anomaly patterns under strict latency constraints.

This technical reference architecture details the multi-jurisdiction clause parsing pipeline, regulatory rule mapping, and post-mortem token truncation fix for automated contract review. Engineered with LlamaIndex, pgvector hybrid search, and Pydantic schema validation, the blueprint evaluates hierarchical clause indexing across complex agreements.