Case Studies

Proven outcomes from deploying ethical, human-centered AI across enterprises. Real problems. Real solutions. Real results.

BFSI

Fraud Detection for Regional Bank

Challenge

Rising sophisticated payment fraud costing millions annually with high false positive rates.

Solution

Multimodal reasoning model + graph analytics + human-in-the-loop verification

Key Results

False Positive Reduction300%
Loss Prevention18%
Processing Speed40% faster

"Humainly Labs transformed our fraud detection. We now catch real threats while respecting legitimate transactions."

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300%
18%
40% faster

Business Impact Over Time

People Intelligence

Employee Attrition Prediction

Challenge

High-value employee turnover causing disruption and recruitment costs.

Solution

Predictive people intelligence model with explainable risk factors and intervention recommendations.

Key Results

Retention Improvement35%
Cost Savings$2.4M
Satisfaction Increase28%

"With Humainly's people intelligence, we now understand retention drivers and act proactively."

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35%
$2.4M
28%

Business Impact Over Time

Sustainability

Carbon Footprint Optimization

Challenge

Manufacturing company unable to identify key emission drivers across complex supply chain.

Solution

Causal inference model mapping emission drivers + optimization recommendations + stakeholder explanations.

Key Results

Emission Reduction22%
Cost Savings$1.8M
Timeline to ESG Report60% faster

"Humainly's approach gave us concrete, actionable paths to sustainability goals."

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22%
$1.8M
60% faster

Business Impact Over Time

Cross-Vertical Impact Summary

VerticalPrimary MetricFinancial ImpactTimeline
Fraud Detection for Regional Bank300%18%6 months
Employee Attrition Prediction35%$2.4M6 months
Carbon Footprint Optimization22%$1.8M6 months

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