AI & Machine Learning Services

AI & machine learning Solutions

Transform your business with cutting-edge AI and machine learning. From GPT-4 and Claude integrations to custom ML models and intelligent automation, we build AI-powered applications that solve real business problems and drive measurable results.

Why choose us

Why choose Luminous?

We combine deep AI expertise with practical business understanding to deliver solutions that provide real value.

LLM integration & applications

We integrate OpenAI GPT-4, Claude, and other large language models into your applications for intelligent chatbots, content generation, and automation.

LLM capabilities:

  • GPT-4 / GPT-4 Turbo integration
  • Claude (Anthropic) integration
  • Custom prompt engineering
  • Fine-tuning for specific domains
  • Multi-model orchestration

RAG & knowledge systems

Build intelligent systems that answer questions from your proprietary data using Retrieval-Augmented Generation and vector databases.

RAG expertise:

  • Document processing and embedding
  • Vector database setup (Pinecone, Weaviate)
  • Semantic search implementation
  • Context-aware responses
  • Knowledge base chatbots

Custom ML model development

We develop custom machine learning models for classification, prediction, recommendation, and other business-specific use cases.

ML services:

  • Predictive analytics models
  • Recommendation engines
  • Image and video analysis
  • Natural language processing
  • Anomaly detection systems

AI-powered automation

Automate complex business processes with AI — from document processing to customer service and decision support systems.

Automation solutions:

  • Intelligent document processing
  • AI customer support agents
  • Workflow automation with AI
  • Data extraction and analysis
  • Decision support systems
Our process

Our AI development process

A structured approach that minimizes risk and delivers measurable business value.

Discovery & problem definition

We work with you to understand the business problem and determine if AI is the right solution.

We analyze:

  • Business problem and goals
  • Available data and quality
  • Success metrics and KPIs
  • Integration requirements
  • Compliance and privacy needs

You receive:

  • AI feasibility assessment
  • Solution architecture proposal
  • Data requirements document
  • Project timeline and budget

Data preparation & modeling

We prepare your data and develop the AI models that will power your solution.

Data work:

  • Data collection and cleaning
  • Feature engineering
  • Data pipeline setup
  • Privacy and anonymization
  • Training dataset creation

Model development:

  • Model selection and training
  • Hyperparameter optimization
  • Model evaluation and testing
  • Bias and fairness checks

Integration & deployment

We integrate AI capabilities into your applications and deploy to production.

Integration:

  • API development for AI services
  • Frontend integration
  • Authentication and rate limiting
  • Error handling and fallbacks
  • Caching for performance

Deployment:

  • Cloud infrastructure setup
  • Auto-scaling configuration
  • A/B testing framework
  • Monitoring and alerting

Monitoring & optimization

We continuously monitor AI performance and optimize for better results.

Monitoring:

  • Model performance tracking
  • Prediction quality metrics
  • Cost monitoring
  • User feedback collection
  • Drift detection

Optimization:

  • Model retraining cycles
  • Prompt optimization
  • Cost reduction strategies
  • Performance improvements
Post-launch

Ongoing AI support & evolution

AI solutions need continuous improvement. We provide ongoing support to keep your AI effective.

  • Model performance monitoring
  • Regular retraining and updates
  • New capability development
  • Cost optimization
  • Scaling support
  • Technical consulting
Tech stack

AI & ML technologies we use

The latest AI technologies and frameworks for production-ready, scalable solutions.

Large language models

  • OpenAI (GPT-4, GPT-4 Turbo, GPT-4o)
  • Anthropic Claude (Claude 3 Opus, Sonnet)
  • Google Gemini Pro
  • Meta Llama 2/3 (open-source)
  • Mistral AI models
  • Cohere for embeddings

ML frameworks & tools

  • Python (NumPy, Pandas, Scikit-learn)
  • PyTorch / TensorFlow
  • Hugging Face Transformers
  • LangChain / LlamaIndex
  • OpenAI API / Anthropic API
  • Weights & Biases

Vector & data infrastructure

  • Pinecone (vector database)
  • Weaviate (open-source vectors)
  • Chroma (local development)
  • PostgreSQL with pgvector
  • Redis for caching
  • Apache Kafka (streaming)

Cloud ML platforms

  • AWS SageMaker
  • Google Vertex AI
  • Azure Machine Learning
  • Replicate (model hosting)
  • Modal (serverless ML)
  • RunPod / Lambda Labs (GPU)
Testimonials

Loved by Clients Worldwide

Luminous Digital Visions built our corporate website and delivered outstanding SEO results

Our online visibility increased dramatically, driving significant international business growth.

Manny
MannyCEO, WorldOver International

Exceptional website development, SEO implementation, plus stunning logo and branding design.

Our legal firm now projects the professional image we always wanted.

Shazia Ali
Shazia AliCEO, Scarsdale Solicitors

Professional website development and SEO optimization that perfectly showcases my consulting services.

My client inquiries doubled within three months of launch.

Amber Golden
Amber GoldenConsultant

Outstanding website design and SEO strategy that transformed my online presence.

Professional execution, great communication, and measurable results delivered consistently.

Sally Reid
Sally ReidCEO, Sally Reid.com

Their product design expertise elevated our platform's user experience significantly. Clean, intuitive interfaces that our developers loved implementing.

Highly recommend them!

Geeky Beth
Geeky BethCEO, Geeky Beth Dev

Luminous built our website, optimized our SEO, and developed our mobile app flawlessly.

The integrated solution streamlined our entire digital presence perfectly.

Steve Carlin
Steve CarlinCTO, Freshly Folded

Frequently Asked
Questions

01
Frequently Asked Question

What AI technologies do you work with?

We work with OpenAI (GPT-4, GPT-4 Turbo), Anthropic Claude, Google Gemini, and open-source models like Llama 2. We also build custom ML models using PyTorch, TensorFlow, and scikit-learn.

02
Frequently Asked Question

What is RAG and how can it help my business?

RAG (Retrieval-Augmented Generation) combines your proprietary data with LLMs to provide accurate, context-aware responses. It is perfect for customer support bots, internal knowledge bases, and document Q&A systems.

03
Frequently Asked Question

How much does an AI project cost?

AI project costs vary widely. Simple LLM integrations start around $10,000, while custom ML model development can range from $25,000-$100,000+. We provide detailed estimates after understanding your requirements.

04
Frequently Asked Question

How do you handle data privacy and security?

We implement enterprise-grade security: data encryption, access controls, and compliance with GDPR/HIPAA where needed. We can deploy on-premise or use private cloud instances to keep your data secure.

05
Frequently Asked Question

Can AI work with my existing systems?

Yes, we specialize in integrating AI into existing applications. Whether you need to add AI to your website, CRM, internal tools, or mobile app, we build APIs and integrations that work with your stack.

06
Frequently Asked Question

How long does it take to build an AI solution?

Simple LLM integrations take 2-4 weeks. RAG systems typically take 4-8 weeks. Custom ML model development can take 8-16 weeks depending on complexity and data availability.

Ready to get started?

Book a strategy call and we will scope your project.