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Frequently Asked Questions#

Platform & Technology#

What is the LIT Platform?#

LIT Platform is an enterprise AI development environment that combines both generative and predictive AI capabilities in a single, unified platform. Unlike cloud-based AI services, LIT runs on your infrastructure, giving you complete control over data, costs, and customization.

How does Vibe Coding work?#

Vibe Coding is our methodology where senior engineers provide high-level intent and direction while AI agents handle implementation details. Instead of writing every line of code, engineers orchestrate multiple AI agents working on different aspects of a project simultaneously. This approach delivers 10x productivity improvements while maintaining human oversight and quality control.

Can I run LIT on my own infrastructure?#

Yes. LIT Platform is designed to be infrastructure-agnostic. You can deploy on:

  • On-premises servers
  • AWS, Azure, or Google Cloud
  • Hybrid cloud environments
  • Docker containers
  • AWS Marketplace AMI

What's the difference between LIT Server and LIT Desktop?#

  • LIT Server: Enterprise platform for teams, includes both generative and predictive AI stacks, designed for production deployment
  • LIT Desktop: Local development environment for individual developers, perfect for learning and prototyping

Do you support self-hosted LLMs?#

Absolutely. LIT integrates with Ollama and other self-hosted LLM solutions. You can run models locally while maintaining complete data privacy and control.

Services & Implementation#

What is a Fractional CTO service?#

A Fractional CTO provides strategic technology leadership on a part-time or project basis. Perfect for companies that need senior AI expertise but don't require a full-time executive. Our Fractional CTOs help with:

  • AI transformation strategy
  • Technology architecture decisions
  • Team building and training
  • Implementation guidance

How quickly can we get started?#

Implementation timelines depend on your starting point:

  • LIT Desktop: Download and start in minutes
  • LIT Server deployment: 1-2 days for basic setup
  • Custom AI development: 1-2 weeks for first deliverables
  • Full transformation: 4-6 weeks for complete platform integration

Do you work with existing AI infrastructure?#

Yes. LIT Platform integrates with existing systems and can run alongside your current AI tools. Many clients start with parallel development on new projects while gradually migrating existing workflows.

What industries do you serve?#

We work across industries, with particular strength in:

  • Financial Services: Trading algorithms, risk assessment, fraud detection
  • Healthcare: Medical imaging, biomarker discovery, patient monitoring
  • Manufacturing: Quality control, predictive maintenance, process optimization
  • Technology: AI-powered products, development acceleration

Pricing & Licensing#

How much does LIT Platform cost?#

Enterprise licensing is customized based on your needs, team size, and deployment requirements. Contact us for a detailed quote. We also offer:

  • Open source tools on GitHub
  • Free LIT Desktop for individual developers
  • Volume discounts for larger teams

Is there a free trial?#

Yes. You can:

  • Download LIT Desktop immediately from GitHub
  • Request a demo of LIT Server
  • Start with our open source tools to evaluate the platform

What's included in enterprise support?#

Enterprise customers receive:

  • Direct access to our engineering team
  • Custom training and onboarding
  • Priority support response
  • Architecture consulting
  • Regular platform updates

Technical Integration#

What programming languages does LIT support?#

LIT is built on Python but supports multiple languages through its extensible architecture. The platform includes:

  • Python SDK with full feature access
  • REST APIs for any language integration
  • MCP (Model Context Protocol) for tool integration
  • Docker containers for deployment flexibility

How does LIT handle data security?#

Security is built into every layer:

  • Self-hosted deployment keeps data on your infrastructure
  • End-to-end encryption for data in transit
  • Role-based access controls
  • Audit logging for compliance
  • SOC 2 Type II compliance available for enterprise customers

Can LIT integrate with our existing MLOps tools?#

Yes. LIT can work alongside existing tools like:

  • MLflow for experiment tracking
  • Kubeflow for pipeline orchestration
  • Weights & Biases for monitoring
  • Custom CI/CD pipelines
  • Existing data warehouses and lakes

What about model deployment and scaling?#

LIT includes comprehensive deployment capabilities:

  • Automated containerization
  • Kubernetes integration
  • Auto-scaling based on demand
  • A/B testing frameworks
  • Production monitoring and alerting

Getting Started#

I'm new to AI development. Where should I start?#

  1. Download LIT Desktop from GitHub for hands-on experience
  2. Read our documentation starting with Getting Started
  3. Try the tutorials to understand Vibe Coding methodology
  4. Contact us for a consultation on your specific use case

We have an existing AI team. How can LIT help?#

LIT amplifies existing expertise rather than replacing it. Your team can:

  • Accelerate development with AI-assisted coding
  • Reduce infrastructure complexity with unified platforms
  • Focus on high-value problems instead of boilerplate code
  • Scale impact through AI agent orchestration

What if we need custom development?#

Our Professional Services team handles custom AI development from proof-of-concept to production deployment. We specialize in:

  • Computer vision systems
  • Deep learning models
  • Real-time AI applications
  • Integration with existing systems

How do I know if LIT is right for my organization?#

LIT is ideal if you:

  • Want to control your AI infrastructure and costs
  • Need rapid development and deployment capabilities
  • Value customization over off-the-shelf solutions
  • Prefer owning your technology stack
  • Want to avoid vendor lock-in

Contact our team for a customized assessment based on your specific requirements.

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