AIBrigade
Case Studies

AI that moved the needle

Real deployments. Real clients. Real outcomes. Every case study here represents a production system — not a prototype, not a pilot.

6+
Projects Delivered
3
Fintech Systems
3
HealthTech Systems

Fintech AI

3 projects
Fintech2024Featured

Neural Credit Risk Engine

Risk Assessment & AI Lending

A regional lending institution was processing over 2,400 loan applications monthly using a legacy rule-based system with a 34% false-positive rate on defaults. Manual underwriting consumed 18+ hours per application, limiting growth and creating inconsistent credit decisions.

94.2%
Default Prediction Accuracy
8 seconds
Processing Time
Machine LearningRisk ModelingPythonAWS
Read Case Study
Fintech2023Featured

Real-Time Transaction Fraud Detection

Fraud Prevention & Security AI

A payment processing startup handling $850M in monthly transaction volume was losing $4.2M monthly to sophisticated fraud rings that easily bypassed traditional rule-based systems. Alert fatigue had analysts reviewing 1,200+ false positives daily.

97.8%
Fraud Detection Rate
84%
False Positive Reduction
Anomaly DetectionStream ProcessingGraph Neural NetworksKafka
Read Case Study
Fintech2023

Personalized Wealth Intelligence Advisor

Investment AI & Personalization

A registered investment advisor with $2.1B AUM was struggling to provide personalized investment insights at scale. Advisors serviced 180+ clients each, making meaningful personalization impossible. Client retention was below industry average at 82%.

94.3%
Client Retention
+45%
Advisor Capacity
Portfolio OptimizationNLPLLMFinancial Data
Read Case Study

HealthTech AI

3 projects
HealthTech2024Featured

Predictive Readmission Intelligence Platform

Predictive Analytics & Care Management

A 12-hospital network faced $23M annually in CMS readmission penalties, with 30-day readmission rates 4.2 points above the national average. Care coordinators had no systematic way to identify high-risk patients before discharge.

28%
Readmission Rate Reduction
$6.4M
CMS Penalty Avoidance
Healthcare AIPredictive ModelingHL7 FHIRPython
Read Case Study
HealthTech2024

Ambient Clinical Intelligence Platform

Clinical AI & NLP

Physicians at a 220-provider medical group were spending 38% of their workday on documentation, contributing to severe burnout. Clinical notes averaged 90 minutes per provider per day, with 23% error rates in ICD coding.

74%
Documentation Time Savings
98.1%
Coding Accuracy
NLPSpeech AILLM Fine-tuningClinical NLP
Read Case Study
HealthTech2024

AI-Accelerated Drug Candidate Screening

Life Sciences & Computational Biology

A biotech startup was spending $2.8M per compound in early-stage screening, with 94% of candidates failing in pre-clinical phases. Their pipeline for a rare cardiovascular target had stalled with only 8 viable candidates after 3 years.

78%
Screening Cost Reduction
6× faster
Pipeline Acceleration
Molecular AIGraph Neural NetworksDrug DiscoveryBioinformatics
Read Case Study

Want to be our next case study?

Every project starts with a conversation. Tell us your challenge.

Start Your Project