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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 AI working on different aspects of a project simultaneously. In practice, this compresses timelines dramatically — we routinely complete in days what traditionally takes weeks. See our recent development sprint where two complete applications were built in 14 hours.

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

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 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
  • Fractional CTO: Begin strategic guidance within days of agreement

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?#

See our Pricing page for current rates. Professional services start at 10,000 USD / month for Fractional CTO engagements and 375 USD / hour for custom development. Platform licensing is customized based on your needs and deployment requirements.

Is there a free trial?#

Yes. We offer 30-day trials of LIT Platform with full feature access. Contact us to request a demo and discuss trial options.

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. Read our documentation starting with Getting Started
  2. Explore our case studies to see real-world implementations
  3. Schedule a consultation to discuss your specific use case
  4. Consider Fractional CTO services for hands-on strategic guidance

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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