AI Solutions

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.

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Our core capabilities

Our Enterprise AI & LLM Solutions

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.

Key benefits

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

For tech leads

Implement vector search for accurate data retrieval
Deploy private RAG systems with enterprise data
Monitor and improve AI response quality

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.

Key benefits

Align with Japan's METI GENIAC regulations
Meet APAC's evolving AI risk frameworks
Ensure data privacy in AI operations

For tech leads

Deploy policy-as-code for AI governance
Implement automated compliance scanning
Secure AI pipelines with access controls

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.

Key benefits

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

For tech leads

Monitor LLM performance with AI telemetry
Implement automated AI debugging tools
Deploy real-time AI monitoring alerts

For product & tech leaders

Why Choose Our AI & LLM Solutions?

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

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

What this covers

A person approves every action before it runs

AI governance

Aokumo AI helps provision the cluster you already operate

On-prem AI

The system carries the steps, the exceptions, and the record

Business workflows

How it works

Our AI pipeline in four steps.

Data Retrieval Setup

AI Model Deployment

Observability Setup

Policy Enforcement

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

Technical foundations

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

FAQ

Frequently Asked Questions

RAG reduces hallucinations by pulling real-time enterprise knowledge into LLM responses. Aokumo helps design and implement private RAG systems, ensuring secure, compliant AI retrieval.

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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