AI Integration for Finance

Fraud Caught Faster.
Compliance Handled Automatically.

We integrate AI directly into your trading infrastructure, risk platforms, and compliance workflows so your team catches fraud faster, processes documents without manual review, and keeps regulators satisfied without hiring another analyst.

21 day delivery
SOC 2 compliant
Full source code

What We Build

AI systems embedded into your trading, risk, and compliance infrastructure so your team operates faster without adding headcount or accepting more risk.

Real time fraud detection that scores transactions against behavioral baselines and flags anomalies before settlement
Automated document analysis for loan applications, KYC packets, and contract review with structured data extraction
Portfolio analytics AI that surfaces concentration risk, drawdown scenarios, and rebalancing recommendations on demand
Regulatory monitoring that scans SEC, FINRA, and FCA rule feeds and alerts compliance teams to relevant changes
Predictive credit scoring that blends alternative data signals with traditional metrics for more accurate underwriting
Threshold alerts on position limits, margin breaches, and counterparty exposure with natural language explanations
Bloomberg, Refinitiv, and custom trading platform integration via WebSocket and REST APIs
Time series data pipelines that feed AI models with tick data, order flow, and market microstructure signals
SOC 2 compliant architecture with encrypted data at rest, role based access, and full audit trails on every AI action
Risk aggregation layer that consolidates exposures across asset classes, desks, and legal entities into a single view
Earnings call transcript analysis that extracts sentiment, guidance changes, and risk factors in seconds after release
Custom model deployment pipeline for proprietary quant signals with versioning, backtesting hooks, and rollback support

Measured ROI

10x faster

Fraud Detection Speed

AI transaction scoring catches fraudulent patterns in milliseconds at the point of authorization rather than hours later during batch review

70% less

Document Review Time

Loan and KYC document analysis that required 45 minutes of analyst time is completed by the AI in under 8 minutes with higher accuracy

3x broader

Compliance Coverage

Automated regulatory monitoring covers three times more rule sources than a manual review process with a fraction of the staff hours

Near zero

Risk Reporting Latency

Portfolio risk reports that ran on overnight batch jobs are now generated on demand in seconds so trading desks get live exposure views

Tech Stack

Bloomberg API
Market data layer
OpenAI GPT-4o
AI backbone
Python
Quant runtime
PostgreSQL
Trade data store
Apache Kafka
Event streaming
Redis
Low latency cache
Datadog
Audit log monitoring
AWS GovCloud
SOC 2 infrastructure

21 Day Build Timeline

Day 1 to 3

Risk and Compliance Audit

Map your current data flows, identify the highest value AI use cases across fraud, compliance, and analytics, and define the security architecture before any code is written.

Day 4 to 6

Data Pipeline and Market Connectivity

Establish connections to your trading systems and data vendors, build the time series ingestion pipeline, and configure the SOC 2 compliant data store with full encryption.

Day 7 to 11

Fraud Detection and Document Analysis

Deploy the transaction scoring model against your historical fraud data, build the document extraction layer for KYC and loan workflows, and wire both into your existing systems.

Day 12 to 15

Portfolio Analytics and Risk Aggregation

Build the portfolio risk engine, configure concentration and exposure alerts, and deploy the on demand reporting interface for trading desk and risk management use.

Day 16 to 18

Regulatory Monitoring and Compliance Alerts

Deploy the regulatory feed ingestion layer, configure relevance filtering for your jurisdictions and product types, and set up the compliance team alerting workflow.

Day 19 to 21

Deploy and Team Onboarding

Ship to production with audit trails active, run live onboarding sessions with trading, risk, and compliance teams, and begin the 30 day support window.

Fixed Project Price

$6,000

21 day delivery • SOC 2 compliant • 30 day support

Basic integrations from $3,500 • Enterprise from $20,000

Book a Free Discovery Call

See a Related Project We Built

We built a retrieval augmented generation system for a financial services client that let analysts query thousands of regulatory documents and earnings reports in plain English and get cited, accurate answers in seconds.

Read the Case Study

Frequently Asked Questions

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

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