Insights From 18 Years of Regulated Industry Software Delivery
Field-tested insights from 18 years building software where compliance failure isn't an option.
Written by the engineers and compliance leaders who build and review every LTK Soft deployment.
How AI is Reducing Hospital Readmissions by 40%: A Technical Deep Dive
Machine learning models can predict hospital readmissions with 94% accuracy. Here's how we built a system that saved one hospital $1.2M annuallyβand how you can do it too.
Based on production deployment in HIPAA-compliant healthcare systems.
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Latest Articles
Expert insights from our 18-year journey building enterprise software
The Real Requirements for CJIS-Compliant Software: What Most Vendors Get Wrong
After 18 years building software for US law enforcement, here are the technical realities of CJIS compliance. From encryption to background checksβwhat you really need to know.
AWS Cloud Migration: Complete Guide from Planning to Production (Based on 100+ Migrations)
After completing 100+ cloud migrations (zero failures), here's our complete playbook: planning, architecture, execution, and cost optimization.
Implementing Generative AI in Your Business: A Technical Roadmap (Not Just ChatGPT)
Every company wants GenAI, but most don't know where to start. Here's a practical, no-hype guide based on 30 GenAI projects we've delivered.
HIPAA Compliance Is Architecture, Not Documentation: A Developer's Field Guide
HIPAA compliance isn't rocket scienceβbut you have to get the details right. Here's what 12 years of building HIPAA systems has taught us.
Why 80% of ML Projects Fail in Regulated Environments β And What the 20% Do Differently
80% of ML projects fail in production. After deploying 50+ ML systems, here's what separates successful production ML from academic experiments.
Software Architecture for Regulated Systems: What Fails Under Audit and Why
After building 300+ projects (from startups to Fortune 500s), here are the architecture patterns that actually workβand the ones that don't.
Compliance Is Architecture, Not Certification: What 18 Years in Regulated Industries Taught Us
Most vendors treat compliance as a checklist β something to certify after the system is built. We've spent 18 years learning why that approach fails audits, creates liability, and costs more to fix than to prevent. Here's the alternative.
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Recent Case Studies
Real projects, real results
Insurance Claims Automation
85% automated | 3-day settlement | $400K saved
View case studyReal-Time Crime Analytics
28% crime reduction | 99.9% uptime | 0 Reported Security Breaches
View case studyHealthcare AI Readmission Prevention
39% reduction | $1.2M saved | HIPAA compliant
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