AI Agents for Finance

AI Agents for Finance
Automate Compliance and Risk at Scale

Financial services firms drown in compliance requirements, manual reporting, and risk assessment processes that consume analyst hours without generating revenue. AI agents automate regulatory monitoring, transaction screening, client onboarding KYC, financial report generation, and risk scoring. Your compliance and operations teams handle exceptions and strategy while agents process the volume.

21 day delivery
SOC 2 compliant
Full source code
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What These Agents Do

Monitor regulations, screen transactions, automate KYC, detect fraud, and generate reports. Built for regulated financial environments.

Regulatory compliance monitoring across SEC, FINRA, FDIC, and state regulations with change alerts
Transaction monitoring that screens for suspicious patterns, AML triggers, and sanctions matches
KYC and client onboarding with automated document verification, identity checks, and risk scoring
Financial report generation: quarterly filings, risk assessments, portfolio summaries, and board reports
Risk assessment models that evaluate credit, market, and operational risk with explainable scoring
Fraud detection alerts when transaction patterns deviate from established baselines
Document review for loan applications, insurance claims, and compliance filings
Data reconciliation across trading systems, custodians, and accounting platforms
SOC 2 and PCI DSS compliant architecture with encryption, access controls, and audit trails
Portfolio analytics with performance attribution, risk decomposition, and benchmark comparison
Client communication automation for account updates, regulatory notices, and market alerts
Configurable rules engine per regulation, product type, and client segment

Measured ROI

50% lower

Compliance Cost

Automated monitoring and reporting reduce manual review hours

80% faster

KYC Processing

Client onboarding completed in hours instead of days

3x more alerts

Fraud Detection

Pattern matching catches suspicious activity human review misses

Minutes not days

Report Generation

Quarterly and regulatory reports assembled automatically

Tech Stack

LangChain
Agent framework
OpenAI / Claude
Document analysis
Pinecone
Regulatory knowledge
PostgreSQL
Financial data
Redis
Real time screening
Resend
Alert delivery
Hono
API server
Railway
SOC 2 hosting

21 Day Build Timeline

Day 1 to 3

Regulatory Audit

Map compliance requirements, document current processes, identify automation candidates, define risk models.

Day 4 to 7

Core Agents

Transaction monitoring, KYC automation, document review, regulatory change tracker.

Day 8 to 10

Reporting

Financial report generator, risk dashboards, portfolio analytics, compliance summaries.

Day 11 to 13

Security

Encryption validation, access controls, audit logging, penetration testing, SOC 2 documentation.

Day 14 to 17

Integration

Trading system connections, custodian APIs, accounting platform sync, alert routing.

Day 18 to 21

Launch

Staged rollout, compliance team validation, monitoring, regulator documentation.

Finance AI Agent

$5,000

21 day delivery • SOC 2 ready • 30 day support

Single workflow agents from $2,500 • Enterprise from $20,000

Build Your Finance Agent

See a Compliance System We Built

A document processing and compliance monitoring system that automated regulatory review for a financial services firm, reducing audit prep from 5 days to 4 hours.

Read the Case Study

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Frequently Asked Questions

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50+ products shipped$10M+ funding raised2-week delivery

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