We Deliver AI That Saves Money, Reduces Risk, and Runs in Production — Not Just in Demos.
Clients have seen $1.2M saved · 39% readmission reduction · 85% claims automated · 28% crime reduction
8 years building production AI in HIPAA & CJIS environments. Zero reported security breaches across all deployments to date.
You get a working system with measurable ROI. We handle the complexity.
Why Most AI Projects Never Deliver ROI
80% of AI projects fail to reach production. Here's what goes wrong — and why ours don't.
The PoC-to-production gap
Models work in a notebook but fall apart in production. No pipelines, monitoring, or integration with your systems.
Poor data readiness
Data is scattered, inconsistent, or insufficient. Teams underestimate what it takes to train and maintain accurate models.
Technology-first, outcome-second
Vendors sell cool tech without tying it to business metrics. You end up with AI that doesn't move the needle.
Compliance and security overlooked
Healthcare, insurance, and regulated industries need HIPAA, CJIS, or similar—often as an afterthought, which leads to costly rework.
How We Eliminate AI Project Risk
We deliver AI differently. We start with business outcomes, assess data readiness upfront, and design for production from day one. Our methodology:
Week 1–2: Validate Feasibility First
We audit your data and define success metrics before writing code. Honest go/no-go — even if it means walking away.
Week 3–8: Prove It Works With Your Data
Focused prototype with real data and clear accuracy targets. You see results before committing to full build.
Week 9–22: Deploy to Your Environment
Full system built, integrated, tested, and deployed in your cloud. Hits agreed metrics before we call it done.
Ongoing: Improve Automatically Over Time
Model retraining, monitoring, and performance tuning. AI improves with use — not set-and-forget.
What makes us different: We combine 8+ years of production AI experience with regulated industry expertise (HIPAA, CJIS). We don't deploy until accuracy targets are met—and we integrate with your existing tech stack, not a proprietary platform.
What You Walk Away With
- A live production AI system — deployed in your environment, not a demo notebook
- MLOps pipeline so the model improves automatically over time
- Full documentation — model cards, data flows, audit trails for compliance reviews
- 90 days post-launch support included — monitoring, retraining, incident response
- Team training so your people own the system, not just us
- Full code ownership — no vendor lock-in, ever
Every engagement includes: API and system integration, agreed business metrics tracked from day one, HIPAA/CJIS compliance where required, and complete IP transfer to your organization.
Outcomes We've Delivered by Industry
Healthcare
Problem:
High readmission rates drive avoidable costs. Manual risk assessment is inconsistent and reactive.
Solution:
ML models predict readmission risk from EHR and clinical data. HIPAA-compliant pipelines with audit trails.
Proven outcome:
Clients see 39% readmission reduction, $1.2M+ annual savings, and 94% average model accuracy across healthcare deployments.
Insurance
Problem:
Claims processing is manual, slow, and error-prone. Backlogs and inconsistent adjudication hurt efficiency.
Solution:
NLP and document AI for automated claims classification and extraction. Integration with claims systems and workflows.
Proven outcome:
85% claims automation, 60% faster resolution, 45% reduction in processing time. Typical ROI in 6–12 months.
Law Enforcement
Problem:
Agencies need predictive crime analytics and real-time insights. Data exists but isn't actionable.
Solution:
Geospatial AI and predictive models for hotspot identification. CJIS-compliant deployment with full audit trails.
Proven outcome:
28% crime reduction, 99.9% uptime, 100K+ incidents analyzed. Zero reported security breaches across all deployments to date in 18 years of law enforcement work.
Common Use Cases We've Built
Customer Experience
- Chatbots trained on your knowledge base
- Automated customer query classification
- Sentiment analysis and escalation routing
Operations
- Document processing and data extraction
- Workflow automation with approval routing
- Predictive maintenance alerts
Risk & Compliance
- Automated audit trail generation
- Anomaly detection in transactions
- Regulatory change impact analysis
Sales & Marketing
- Lead scoring from CRM data
- Proposal generation and summarization
- Competitive intelligence monitoring
In Their Own Words
"LTK Soft didn't just build a model—they built a production system that our team can maintain. The 39% reduction in readmissions paid for the project in 4 months."
Dr. Sarah Chen
CIO, Regional Health System
"Most vendors gave us a proof-of-concept and walked away. LTK Soft deployed a system that's been running flawlessly for 18 months."
Michael Torres
VP of Operations, National Insurance
"CJIS compliance isn't optional for us. LTK Soft built it in from day one, not as an afterthought."
Captain James Rodriguez
City Police Department
How We Build AI That Actually Works
Your team gets accurate, domain-specific AI answers — not generic chatbot responses.
Large Language Models
We work with leading AI platforms (OpenAI GPT-4, Anthropic Claude, Google Gemini) and can fine-tune models for your specific industry needs—like medical terminology for healthcare or legal language for compliance.
When off-the-shelf AI isn't precise enough, we build models trained on your specific data and outcomes.
Custom ML Models
When off-the-shelf LLMs aren't the right fit, we build custom predictive models using industry-standard frameworks (TensorFlow, PyTorch). Examples: fraud detection, demand forecasting, churn prediction.
Your AI improves automatically over time — no manual intervention or expensive retraining projects.
Cloud & Deployment
We deploy on your preferred cloud platform (AWS, Azure, Google Cloud) with full MLOps automation—so models improve over time without manual intervention.
Every system passes HIPAA and CJIS audit requirements from day one — zero rework, zero surprises.
Compliance & Security
All implementations are built HIPAA/SOC 2–compliant from day one, with differential privacy, model explainability (know why the AI made a decision), and audit trails. Zero reported security breaches across all deployments to date.
From First Call to Measurable ROI
Feasibility, data audit, scoping
Validate approach, initial accuracy targets
Full build, integration, deployment, monitoring
Investment: Scoped after discovery. Clients typically see full ROI within 6–12 months.
Our $12K discovery phase lets you validate feasibility before committing to full build — so you only invest in AI that's proven to work for your specific situation.
Pricing depends on complexity, data volume, and compliance requirements. We provide a detailed proposal after a free discovery call — no generic quotes.
How We Protect Your Investment
We know AI projects can fail. That's why we structure every engagement to minimize your risk:
START SMALL
$12K PoC validates feasibility before full build.
CLEAR GO/NO-GO
After pilot, we give an honest recommendation—even if it means walking away.
PRODUCTION ACCOUNTABILITY
We don't mark a project complete until it's deployed and running in your environment — hitting the metrics we agreed on at the start.
NO VENDOR LOCK-IN
Full code and documentation transfer—you own everything.
90-DAY SUPPORT
Post-launch monitoring and fixes included so you're not left on your own.
Case Study Highlight
A regional hospital reduced avoidable readmissions by 39% using our AI-powered prediction model—saving $1.2M annually with 94% average model accuracy across healthcare deployments. HIPAA-compliant from day one.
Before: 18% readmission rate, $3M+ penalty risk. After: 11% readmission rate, 94% average model accuracy across healthcare deployments.
Read the full case studyFrequently Asked Questions
How We Get Started
30 min, free
We learn about your use case, data, and goals.
1 week
We analyze your data and provide an honest go/no-go recommendation.
6–8 weeks, $12K–$20K
Rapid prototype with real data to validate the approach.
12–16 weeks, $25K–$35K
Full system with MLOps, training, and handoff.
Ready to See What AI ROI Is Possible For You?
Book a free 30-minute AI Outcome Assessment. We'll review your current operations, identify where AI will deliver the most measurable impact, and give you a clear picture of expected ROI before you spend a dollar.
Book My Free AI Outcome AssessmentNo obligation. No sales pressure. Just clarity on what's possible.