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Generative AI Suite
Strategy & Design
Overview
Full GenAI Capabilities
Design Strategy
Architecting for ROI
Model Selection
Llama 3 vs GPT-4 vs Claude
Implementation
RAG Pipelines
Vector Search & Retrieval
Autonomous Agents
Multi-Agent Orchestration
Prompt Engineering
Advanced Reasoning Chains
Data Engineering
Data Platform
Modern Data Stack
Foundation
Ingestion & Storage
Processing
ETL & Transformation
Intelligence
BI & Analytics
Data Security
Governance & Access
Predictive ML
ML Engineering
End-to-End MLOps
Exploration
EDA & Discovery
Preparation
Feature Engineering
Training
Model Development
MLOps
Deployment & Monitoring
Industries
Education
AI Tutors & Grading
Finance
Risk & Compliance
Legal
Contract Review
Retail
Personalization
Academy
AI Fundamentals
1. The AI Landscape2. GenAI Mechanics3. Strategy & ROI4. Architecture5. Governance
View Academy Hub
Engineering
LLMOps & ScaleEnterprise IntegrationAPI & ResilienceApp PatternsQuality & SecurityGovernance Engineering
Private Deployment
Air-gapped & On-Prem
Governance
Compliance & Ethics
Security
Red Teaming & Guardrails
Case Studies
Book Audit
Generative AI Suite

Enterprise
Generative AI

From architectural blueprints to autonomous agents. We provide the complete engineering stack to build, secure, and scale LLM applications.

Start Your GenAI Journey

Design & Strategy

Align architecture with business needs. Analyze requirements, validate with PoCs, and define standardized blueprints.

RequirementsPoCPatterns

Model Strategy

Select and configure Foundation Models. Implement dynamic routing, resiliency patterns, and lifecycle management.

SelectionRoutingLifecycle

RAG & Data Pipelines

The engine room of GenAI. Advanced ingestion, semantic chunking, vector storage, and high-precision retrieval mechanisms.

ETLVector DBHybrid Search

Autonomous Agents

Beyond simple chat. Multi-agent orchestration, ReAct patterns, and tool use (MCP) for complex task execution.

ReActOrchestrationTools

Evaluation & Trust

Verify before you trust. Comprehensive assessment frameworks (RAGAS), human-in-the-loop validation (RLHF), and continuous regression testing.

Automated MetricsHuman FeedbackRegression Testing

Troubleshooting

Production diagnostic tools. Debug context overflows, fix retrieval drift, and resolve API integration failures in real-time.

Context DebugAPI HealthVector Drift

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Llama 3Claude 3.5Gemini ProLangChainPineconeOllamavLLM
React Digi

Enterprise Generative AI Solutions. Built in Hong Kong, for the world.

Solutions

  • Education AI
  • B2B Automation
  • Predictive Machine Learning
  • Finance & Compliance
  • Autonomous Agents
  • Private Cloud LLM

Knowledge Hub

  • Architecture Patterns
  • LLMOps & Scaling
  • Security & Guardrails
  • Case Studies
  • Responsible AI

Contact

  • Room 2101, 21/F, Times Tower, 928-930 Cheung Sha Wan Road, Cheung Sha Wan, Kowloon, Hong Kong
  • hi@react.hk
  • +852 2328 6328
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