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Custom AI Development#

Advanced Solutions for Rapid Maturity Advancement#

With 8+ years of experience building sophisticated computer vision, deep learning, and real-time AI systems, we develop custom solutions that accelerate your advancement through the AI maturity spectrum while solving complex business problems that off-the-shelf tools can't handle.

Whether you're at Level 0 needing breakthrough capabilities to reach Level 3, or at Level 5 requiring novel innovations to achieve Level 7, our custom development bridges the gap between your current capabilities and your maturity goals.

Solutions by AI Maturity Level#

Levels 0-2: Foundation Building Through Generative AI Integration#

Help teams become comfortable with AI collaboration through hands-on coaching and workflow development.

Generative AI Integration & Training

  • Workflow Development: Design Human-AI collaboration patterns for daily business tasks
  • Prompt Engineering Training: Hands-on coaching for effective AI communication
  • Opportunity Identification: Work with employees to identify AI injection points in their processes
  • Change Management: Systematic approach to building AI comfort and adoption

Levels 3-4: Business Process Enhancement Through Custom Solutions#

Develop production-scale systems that integrate seamlessly with existing business operations.

Predictive AI for Business Operations

  • Real-Time Data Processing: Streaming analytics and sensor integration for operational efficiency
  • Predictive Monitoring: Early warning systems for critical business processes
  • Process Automation: Custom algorithms for quality control and decision support
  • Live Decision Making: Real-time AI for trading, logistics, and operations

Levels 5-7: Innovation Through Advanced Deep Learning#

Create novel AI architectures and breakthrough capabilities for competitive advantage.

Advanced Deep Learning & Computer Vision

  • Custom Neural Networks: Novel architectures like CNN+LSTM combinations for specific domains
  • Computer Vision Systems: Counterfeit detection, medical imaging, automated quality control
  • Multi-Modal AI: Combine vision, text, and audio for comprehensive solutions
  • Edge Deployment: Optimize advanced models for resource-constrained environments

Development Approach#

Discovery & Requirements#

  • Problem Analysis: Deep dive into your specific business challenge
  • Data Assessment: Evaluate available data quality, quantity, and structure
  • Technical Feasibility: Determine optimal AI approaches and expected outcomes
  • Success Metrics: Define measurable goals and performance criteria

Rapid Prototyping#

  • Proof of Concept: Working demonstration in 1-4 weeks
  • Iterative Development: Quick cycles with continuous feedback
  • Risk Mitigation: Identify challenges early before major investment
  • Stakeholder Alignment: Ensure solution meets business requirements

Production Implementation#

  • Scalable Architecture: Built for your specific performance and volume requirements
  • Integration Planning: Seamless connection with existing systems and workflows
  • Deployment Strategy: Phased rollout with monitoring and optimization
  • Knowledge Transfer: Train your team to maintain and evolve the solution

Projects That Accelerate Maturity Advancement#

Healthcare Bed Exit Prediction - Level 6 Multi-Modal Innovation#

  • Technical Challenge: Predict patient bed exits before they occur using infrared video streams to prevent costly falls (averaging $17,000 per incident for hospitals)
  • Custom Solution: Novel CNN+LSTM neural network architecture analyzing preparatory movements and preparatory behaviors in real-time video
  • Innovation Factor: At the time, few teams globally had expertise in combining convolutional and LSTM layers for real-time behavioral prediction
  • Business Impact: Cost-effective alternative to expensive bed sensor systems, enabling proactive nurse alerts before patients need assistance

Neurological Biomarker Discovery - Level 7 R&D Innovation#

EEG Biomarker Discovery Platform

  • Technical Challenge: Accelerate biomarker identification for epilepsy, Parkinson's, alcoholism, and brain damage from months-long research cycles
  • Custom Solution: Comprehensive EEG analysis platform with novel feature extraction and machine learning pipeline for rapid biomarker discovery
  • Innovation Factor: Advanced to patented technologies and novel model architectures for neurological pattern recognition
  • Research Impact: Reduced biomarker discovery timeline from months to days, enabling breakthrough research capabilities

Collectible Authentication - Advanced Computer Vision#

Counterfeit Detection System

  • Technical Challenge: Enter Chinese collectible coin market through automated counterfeit detection for high-value items
  • Custom Solution: Sophisticated computer vision system processing millions of coin images with advanced feature classification algorithms
  • Market Position: Customers demonstrated higher trust in AI-based authentication compared to traditional human expert evaluation
  • Business Impact: Successful marketing campaign and increased sales, though adoption faced organizational challenges with traditional experts

Technology Stack#

Frameworks & Tools#

  • Deep Learning: TensorFlow, PyTorch, custom architectures
  • Computer Vision: OpenCV, custom image processing pipelines
  • Deployment: Docker, Kubernetes, cloud and on-premise options
  • Integration: APIs, streaming systems, database connections

Infrastructure Options#

  • Your Environment: Deploy on your existing infrastructure
  • Cloud Platforms: AWS, Azure, GCP optimization
  • Hybrid Solutions: Combine cloud and on-premise as needed
  • Edge Computing: Optimize for local processing requirements

Why Choose LIT for Custom Development#

Proven Track Record: Successfully delivered sophisticated AI systems across healthcare, finance, and enterprise applications.

Vibe Coding Methodology: Our collaborative approach ensures 40% faster development with higher quality outcomes.

Technology Agnostic: We build solutions that work with your existing infrastructure, regardless of platform.

Knowledge Transfer: We don't just deliver code—we ensure your team can maintain and evolve the solution.

Getting Started#

Ready to solve complex problems with custom AI? Our development process ensures you get production-ready solutions that deliver measurable business impact.

Discovery Call: Schedule consultation to discuss your specific requirements

Feasibility Analysis: Receive detailed assessment of technical approach and expected outcomes

Rapid Prototyping: Working demonstration to validate approach before full development

Have a complex AI challenge? Contact our development team to explore custom solutions.