FinTech & Finance

Data Workflows & Document AI

FinTech AI Development
Secure Analytics, Audits & Automations

We build custom, low-latency AI integrations for financial institutions and fintech startups, from automated auditing and transaction analysis to fraud detection and document search. Built with LangChain, LangGraph, and private vector nodes.

Audit Agent Fraud AI Finance RAG SEC Parser Private LLM
Audit Agent LangGraph Fraud AI Anomaly Checks Finance RAG Data Search SEC Parser Doc Processing Private LLM Local Host

Capabilities

AI capabilities built for finance teams

Every system is designed to secure transactional privacy and speed up regulatory processing.

Automated Compliance Auditing

Real-time evaluation of transaction records, ledger activity, and customer files against standard financial regulations. Flags compliance deviations automatically with precise audit paths.

Compliance AI Audit Trail RegTech Data Security

SEC Filing & Report Parsing

Extraction of financial statements, balance sheets, and management notes from SEC filings (10-K, 10-Q) directly into structured databases. Power fast analysis loops without manual copying.

SEC Parsing Structure Extraction Finance RAG Qdrant

Fraud & Anomaly Detection Agents

LangGraph agents that trace transaction flows, flag anomalous activity, and alert fraud teams with structured reasoning logs. Reduces false-positive indicators on payment paths.

Fraud AI Anomaly Detection LangGraph Risk Controls

Customer Credit & Risk Analysis

Automated data aggregation from bank accounts, credit scores, and statements to generate risk summaries for underwriters. Speeds up loan approval turnaround periods.

Risk Analysis Underwriting AI Summarization Data Sync

Smart Portfolio & Asset Summaries

LLM-powered summarization of market news, earnings calls, and asset performance data for wealth managers. Returns key signals in customizable formats.

Asset Summary Market Insights Earnings Parser NLP

Low-Latency Transaction Ingestion

High-performance streaming data pipelines that connect AI services with active ledger databases without delaying transaction execution times.

FastAPI Streaming Data Database Sync Low Latency

Enterprise Security

Absolute financial privacy with hardened vector nodes

We build single-tenant vector database environments that encrypt transaction logs and private ledger columns before processing them through LLM endpoints.

Our finance AI stack connects LangChain pipelines with secure database connectors, executing risk validation models locally without cloud parameter leakage.

Regulatory Compliance

Designed around local bank protocols, data privacy mandates, and SECP/SBP guidelines.

Low-Latency Speed

Optimized endpoints built on FastAPI for millisecond-level inference and decision checks.

Audit Log Traceability

Every credit qualification or fraud flag includes clear step-by-step reasoning logs.

Multi-Tenancy Isolation

Tight logical separations ensure customer files and values never cross access controls.

Common questions

How does financial data isolation work with your systems?

We deploy database vector nodes within secure virtual networks (VPCs) with strict IAM rules and row-level encryption. Your core financial logs are scrubbed of personal identifiers prior to any indexing or model parsing.

Can your filing parser read complex multi-page PDF tables?

Yes. Our extraction pipelines use advanced OCR and table structures recognition models to parse balance sheets and earnings tables without losing their spatial context or alignment.

How does the fraud detection agent explain its flags?

The LangGraph agent creates a structured reasoning trace detailing why the transaction was flagged, which rules were violated, and the corresponding similarity score of anomalous activities.

Do you support offline models for air-gapped financial networks?

Yes. For institutions requiring high levels of security, we can deploy open-source LLMs (like Llama-3-70B) directly on your physical local servers, removing any dependencies on outside networks.

How long does a standard compliance agent deployment take?

A custom financial auditing or compliance system takes between 6 to 10 weeks, depending on database size, regulatory checks, and downstream alert systems integrations.

Book a Free Consultation for FinTech AI

Ready to build secure financial auditing, RAG search, and automated transaction pipelines? Book a free consultation with our fintech AI architects.

Book a Free FinTech Consultation