Portfolio

Case Studies & Results

Real outcomes from real deployments. See how organizations across Healthcare, Telecom, Retail, and Operations are transforming with GenFusion.

$13M+
Client cost savings
6
Live case studies
90 days
Avg. time to value
4.7/5
Client satisfaction
🏥
Healthcare
Regional Health Network
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AI-Powered Clinical Documentation Cuts Physician Burden by 60%

A 12-hospital regional network deployed GenFusion's Healthcare AI POC to automate clinical note generation, prior authorization, and compliance tracking — freeing doctors to focus on patients.

60%
Reduction in documentation time
94%
Prior auth approval rate (up from 71%)
$2.1M
Annual admin cost savings
4.8/5
Physician satisfaction score
Challenge

Clinicians spending 3+ hours/day on EHR documentation. Manual prior authorization creating 8-day average delays. HIPAA compliance gaps across locations.

Solution

Deployed the GenFusion Healthcare AI module with FHIR integration. The AI assistant auto-generates SOAP notes from voice input, pre-fills prior auth forms using clinical context, and runs continuous HIPAA compliance checks.

GPT-4o Fine-tunedFHIR R4 IntegrationHIPAA Audit LoggingAI Workflow Automation
📡
Telecom
TeleConnect Corp
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Churn Prediction Engine Saves $4.8M in Annual Revenue

A mid-size telecom operator used GenFusion's Agentic workflows and Telecom AI POC to identify at-risk customers 45 days in advance and trigger personalized retention campaigns automatically.

34%
Reduction in customer churn
45 days
Advance churn prediction window
$4.8M
Revenue retained annually
3.2×
ROI on GenFusion investment
Challenge

Reactive churn management — only acting after customers cancelled. Siloed data across billing, network, and support systems. Low-personalization retention offers.

Solution

Integrated GenFusion's Telecom AI with CRM, network logs, and billing. The churn prediction model scores every customer daily. Agentic workflows auto-trigger tiered retention campaigns with personalized offers.

ML Churn ModelAgentic WorkflowsCRM IntegrationReal-time Scoring
🛍️
Retail
RetailMax Group
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AI Inventory Forecasting Eliminates $3.2M in Overstock Costs

A 200-location retail chain deployed GenFusion's Retail AI POC to replace spreadsheet-based buying with AI demand forecasting, reducing overstock by 41% while cutting stockouts by 29%.

41%
Reduction in overstock
29%
Reduction in stockouts
$3.2M
Annual overstock cost savings
8.4%
Increase in gross margin
Challenge

Buyers using Excel for 200-location inventory planning. 15% average overstock rate eating into margins. Seasonal demand spikes causing frequent stockouts.

Solution

GenFusion's Retail AI ingests POS data, weather, events, and supplier lead times to generate SKU-level demand forecasts. Automated replenishment orders trigger when predicted stock drops below safety threshold.

Demand Forecasting AIPOS IntegrationSupplier APIAuto-replenishment
🏭
Manufacturing
PrecisionMFG Industries
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MES AI Lifts OEE from 67% to 89% in 90 Days

A precision parts manufacturer integrated GenFusion's MES Platform with factory-floor PLCs to achieve real-time OEE visibility, predictive maintenance alerts, and AI-driven shift scheduling.

+22pts
OEE improvement (67% → 89%)
78%
Reduction in unplanned downtime
$1.4M
Annual productivity gains
90 days
Time to full deployment
Challenge

OEE at 67% — well below 85% world-class benchmark. Reactive maintenance causing 14h/month of unplanned downtime. No real-time production visibility for plant managers.

Solution

Connected GenFusion MES to 12 production lines via OPC-UA. AI monitors vibration, temperature, and cycle times to predict failures 72h in advance. Digital twin models every line in real time.

OPC-UA IntegrationPredictive Maintenance AIDigital TwinReal-time OEE
☁️
Cloud Optimization
SaaS Startup — Series B
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Cloud Cost Intelligence Saves $940K/Year Across Three Providers

A high-growth SaaS company running on AWS, Azure, and GCP deployed GenFusion's Cloud Services module to unify multi-cloud spend visibility and act on AI-generated optimization recommendations.

$940K
Annual cloud cost reduction
31%
Overall spend reduction
1 pane
Unified view of 3 cloud providers
2 weeks
Time to first savings recommendation
Challenge

Engineering team spending 20h/week manually reconciling AWS Cost Explorer, Azure Cost Management, and GCP Billing. Hidden overprovisioned instances costing $78K/month.

Solution

GenFusion Cloud module connected to all three providers via IAM roles. AI continuously analyzes spend patterns, identifies right-sizing opportunities, and flags idle resources with one-click remediation.

Multi-cloud APISpend Analytics AIIaC AutomationCost Alerting
Operations
FinTech ScaleUp
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Agentic Workflows Automate 87% of Tier-1 Customer Support

A FinTech company deployed 14 GenFusion agentic workflows to handle account inquiries, dispute resolution initiation, and compliance checks — reducing support ticket volume by 87% while improving CSAT.

87%
Tier-1 tickets resolved automatically
4.6/5
Customer satisfaction (up from 3.8)
< 2 min
Average resolution time (was 4 hours)
$1.1M
Annual support cost reduction
Challenge

Support team of 45 agents overwhelmed by repetitive Tier-1 questions. 4-hour average resolution time driving customer dissatisfaction. Compliance review on every dispute was a bottleneck.

Solution

14 agentic workflows cover: account balance inquiries, transaction lookups, dispute initiation with evidence gathering, password resets with identity verification, and compliance pre-screening.

Agentic WorkflowsLLM + RAGAPI IntegrationsHuman-in-the-loop
Expertise

What we bring to every engagement

🧠
AI/ML Engineering
Fine-tuned models, RAG pipelines, vector search, custom inference infrastructure
🔄
Workflow Automation
End-to-end agentic pipelines, human-in-the-loop approvals, multi-system integration
☁️
Cloud Architecture
Multi-cloud design, cost optimization, IaC, Kubernetes, security hardening
🏭
Manufacturing AI
OEE optimization, predictive maintenance, digital twins, PLC/SCADA integration
🔒
Compliance & Security
HIPAA, SOC 2, GDPR, RBAC, data encryption, audit logging
📊
Data & Analytics
Real-time dashboards, BI integration, data warehousing, predictive analytics

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