CASE STUDIES

Production Software That Moves
Businesses Forward

See how companies transform operations with practical AI
and custom software built by KEYSYS.

Cloud Infrastructure · Distributed Compute

How Leeco Steel Cut Cloud Costs With an On-Demand Azure Platform

Leeco Steel · Steel Distribution & Supply

Leeco Steel ran large-scale simulation models every weekday on always-on cloud servers that consumed compute resources around the clock. KEYSYS engineered an automated Azure platform that launches distributed compute clusters only when jobs are scheduled and distributes workloads across multiple machines using Ray.IO. The system now runs simulations on demand, shuts infrastructure down automatically when work completes, and significantly reduces compute costs.

Thousands Saved Monthly
Compute infrastructure runs only when simulations are scheduled.
On-Demand Clusters
Distributed clusters launch automatically when simulation jobs run.
Instant Redeployment
Entire platform redeployable with a single Terraform command.
Read the Full Case Study →
Azure Cloud Distributed Compute Infrastructure as Code Ray.IO Terraform
Azure Simulation Compute Platform
KEYSYS · Distributed Compute · Leeco Steel
Live in Production
Simulation job scheduledTriggers infrastructure deployment automatically
Azure spot cluster launchedCost-efficient compute spins up on demand
Distributed processing via Ray.IOWorkloads spread across multiple compute nodes
Automatic shutdown on completionInfrastructure terminates, costs stop immediately
Always-on servers: Eliminated Idle compute cost: $0
Ephemeral Infrastructure Compute exists only when simulations run
Healthcare Data Platforms · Analytics Systems

How AHCV Replaced Spreadsheet-Based Medicaid Analysis With a Secure Healthcare Analytics Platform

AHCV · Healthcare Consulting & Reimbursement Analytics

AHCV and their hospital clients managed Medicaid reimbursement data through spreadsheets, email attachments, and manually shared files. Finance teams spent hours reconciling numbers across multiple sources just to confirm reimbursement totals. KEYSYS engineered a secure cloud-hosted analytics platform that centralizes over a decade of Medicaid payment data, delivers real-time benchmark comparisons, and gives hospital finance teams instant visibility through role-based dashboards — eliminating the manual reporting process entirely.

12 Years
Of Medicaid reimbursement data unified into a single platform
Hours Saved
Manual spreadsheet reconciliation and reporting eliminated
Real-Time
Reimbursement benchmarks across hospitals and markets
Read the Full Case Study →
Healthcare Analytics Medicaid Data Platform Role-Based Access Secure Cloud Infrastructure Interactive Dashboards
Medicaid Analytics Platform
KEYSYS · Healthcare Data · AHCV
Live in Production
Reimbursement data uploadedAHCV admins upload new Medicaid payment files
Centralized data warehouse synced12+ years of reimbursement data in one system
Benchmark dashboards generatedReal-time comparisons across hospitals and markets
Secure role-based accessEach hospital sees only its own financial data
Manual spreadsheet steps: Eliminated Data sources: 1 unified platform
Instant reimbursement insights Replaced hours of manual analysis
Ready to Deploy AI That Works

If your AI initiative needs to move beyond pilots and into production, it's time to engineer it correctly.

Let's design AI systems that create measurable operational impact.

→ Schedule an AI Systems Strategy Session

Most engagements begin with a 30-minute conversation.

Birmingham's AI LeaderSince 2007Production Grade SoftwareEngineering-LedPractical AIBuilt for Operational RealityYou Own the SystemSystems That Last
Birmingham's AI LeaderSince 2007Production Grade SoftwareEngineering-LedPractical AIBuilt for Operational RealityYou Own the SystemSystems That Last