Generative AI & LLMs

Enterprises need trustworthy AI with accurate, explainable, and compliant outputs. Our RAG-powered AI solutions enhance security, reduce hallucinations, and scale seamlessly with real-time observability and automated compliance.

Our Enterprise AI & LLM Solutions

RAG & Multilingual LLMs solution icon

RAG & Multilingual LLMs

RAG for Multilingual LLMs & Knowledge Retrieval

Enhance LLM outputs with real-time data search and retrieval. Deploy secure RAG systems to reduce hallucinations and scale with vector databases.

Benefits

  • Reduce hallucinations with retrieval-augmented generation (RAG)
  • Improve enterprise AI adoption with trusted outputs
  • Enable explainable AI for business decisions
LLM Observability solution icon

LLM Observability

AI Performance Insights & Debugging

Track AI drift, latency, and performance in real time. Use Prometheus & OpenTelemetry for monitoring and fine-tuned logging for AI debugging.

Benefits

  • Align with Japan's METI GENIAC regulations
  • Meet APAC's evolving AI risk frameworks
  • Ensure data privacy in AI operations
AI Security & Governance solution icon

AI Security & Governance

Policy-Driven AI Compliance

Enforce AI safety policies with OPA/Kyverno. Automate model validation, data controls, and meet APAC & Japan’s AI regulatory frameworks.

Benefits

  • Reduce operational AI costs with optimization
  • Gain visibility into AI performance metrics
  • Enable proactive AI incident response

Why Choose Our AI & LLM Solutions?

Decision Maker

For Decision Makers

  • Reduce risk & improve AI accuracy with retrieval-augmented generation (RAG)

  • Ensure regulatory compliance with policy-driven AI governance

  • Optimize AI infrastructure costs while maintaining enterprise scalability

Decision Maker

For Tech Leads

  • Deploy AI securely with automated model validation & real-time monitoring

  • Implement AI observability for performance, drift detection, & troubleshooting

  • Enhance AI pipelines with GitOps workflows for scalable deployment

How It Works

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1

Data Retrieval Setup

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AI Model Deployment workflow icon - step 2
2

AI Model Deployment

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Observability Setup workflow icon - step 3
3

Observability Setup

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Policy Enforcement workflow icon - step 4
4

Policy Enforcement

Our AI solution implements secure, observable, and compliant LLM pipelines for enterprise use.

Tech Stack Overview

RAG Engine & AI Retrieval

Vector Search & Semantic Retrieval

FAISS, Weaviate, Vespa for vector storage with custom or region-specific embedding models

AI Observability

Performance Monitoring

Prometheus, OpenTelemetry, Grafana for AI telemetry and debugging

AI Security & Compliance

Policy Enforcement

OPA, Kyverno for AI pipelines with secure RAG frameworks

LLM Integration

AI Model Management

OpenAI, Cohere, Anthropic, Google, and Hugging Face with custom model deployment

AI Performance

Analytics & Optimization

AI response quality metrics, cost optimization, and performance tracking

Data Governance

Secure Data Management

Enterprise data connectors, PII protection, and access control systems

Questions

Ready to Elevate Your AI Stack?

Join enterprises in Japan, APAC, and globally in deploying secure, high-performance AI & LLM solutions.

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Enterprise Support
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