AI-Powered Demand Forecasting for Growing Businesses

Turn your historical sales data into accurate, automated demand forecasts. No data scientists. No complex software. Just better inventory decisions, every week. — Deployed in 1–2 Days

THE PROBLEM

Most businesses still rely on rule-based fraud detection — and fraudsters already know how to bypass it.

Your team spends hours reviewing flagged transactions.
False positives waste time, while real fraud slips through unnoticed.

A $6,000 suspicious transaction gets missed.
A legitimate $800 customer order gets blocked.

Every channel adds more complexity — more blind spots, more risk.

The impact:

$4.23 lost for every $1 of fraud (including fees + churn)
60–80% of alerts are false positives
Detection takes 3–5 days on average
Manual review slows down real business growth
Root cause: No real-time system that understands context and adapts.

SOLUTION

AI Fraud Detection That Thinks in Real Time

We deploy a fully managed AWS-based AI system that evaluates every transaction instantly.

It combines:

Fast rule-based filtering (speed)
AI reasoning via Amazon Bedrock (intelligence)

What happens in real time:

Transaction enters API Gateway
AWS Lambda applies risk rules instantly
High-risk cases go to AI for deep analysis
Final risk score is generated in <2 seconds
Alerts trigger instantly if needed

You get:

Real-time fraud scoring
AI-driven risk reasoning (fully explainable)
Instant SMS/email alerts
Full audit trail for compliance
Adaptive learning from user behavior
Fully serverless, auto-scaling system

No ML engineers. No infrastructure management.

SOLUTION ARCHITECTURE

How It Works

AWS-Powered Architecture

Built entirely on serverless AWS:

API Gateway → secure transaction intake
AWS Lambda → real-time scoring engine
Amazon Bedrock (Nova) → AI fraud reasoning
DynamoDB → transaction storage
S3 → audit logs (Glacier archival)
SNS → fraud alerts
CloudWatch → monitoring

BUSINESS OUTCOMES

Measurable Results

40–60% reduction in fraud losses
30–50% fewer false positives
Fraud detection reduced from days → seconds
10+ hours/week saved in manual review

Real-world AWS outcomes:

Generali: €200M+ savings via AI automation
Stripe: real-time fraud scoring at global scale
Major insurers: 35% fraud reduction + fewer false alerts
Global retailers: 42% drop in chargebacks