AI Infrastructure
The infrastructure that other engineers deploy your AI apps on.
We build AI infrastructure platforms: LLM observability, multi-provider gateways, RAG-as-a-Service, hosted fine-tuning. High technical moat for companies with a serious AI strategy.
コードだけでなく、完全なパッケージ。
すべての納品には、デザイン、開発、デプロイ、モニタリング、チームのトレーニングが含まれます。不完全な引き渡しはありません。
- ✓AI Observability platform (private LangSmith clone): trace LLM calls + cost + latency
- ✓AI Gateway: rate limit + cost tracking across OpenAI/Anthropic/Gemini with failover
- ✓RAG-as-a-Service: vector DB + reranking + multi-tenant
- ✓Fine-tuning as a Service: upload data → fine-tune Llama/Mistral → host inference
- ✓Multi-agent orchestration with CrewAI/LangGraph
ai infrastructureを構築します：
- ◆Companies building many AI features and wanting centralization
- ◆AI startups wanting a technical moat (proprietary RAG, fine-tuning)
- ◆Enterprises wanting compliance + internal AI monitoring
- ◆AI consultancies reselling our infra as a platform
技術的に提供するもの。
6つのコア能力。あなたのニーズに基づいてモジュール的に組み合わせます。
Observability
Trace every LLM call: latency, tokens, cost, errors, eval scores
Multi-provider Gateway
OpenAI/Anthropic/Gemini/Mistral with rate limit + failover + cost budget
RAG Pipeline
Chunking + embeddings + reranking + hybrid search + multi-tenant
Fine-tuning
LoRA on Llama/Mistral/Qwen, host inference with vLLM
Multi-agent
CrewAI/LangGraph orchestration with handoffs + state management
Eval Pipelines
Test LLM outputs against ground truth, regression detection
クライアントのためにどのように提供したか。
最近の年からの3つの代表的なシナリオ。
Enterprise LLM Gateway
Bank with 50 dev teams: centralized gateway with cost budget + monitoring
AI Consultancy Platform
AI agency reselling RAG infra as SaaS to 20+ end clients
Privacy-first RAG
Healthcare/legal with RAG on sensitive documents self-hosted in the EU
各能力の詳細ページ。
特定の側面についてもっと知りたいですか？専用ページがあります。
透明な価格、リクエストに応じたカスタム。
3つの標準レベル。複雑なプロジェクトには専用のカスタム見積もり。
RAG Platform
RAG-as-a-Service core
- ✓Vector DB + embedding pipeline
- ✓Multi-tenant data isolation
- ✓API + admin dashboard
- ✓1 integrated LLM provider
- ✓3 months maintenance
AI Platform
Gateway + Observability + RAG
- ✓Multi-provider gateway
- ✓Cost tracking + budgets
- ✓Full observability (traces, evals)
- ✓RAG + fine-tuning support
- ✓6 months Pro maintenance
Enterprise AI Hub
Complete platform + on-prem
- ✓Everything from Standard
- ✓On-prem deployment
- ✓SSO + RBAC + audit
- ✓SOC 2 ready
- ✓Dedicated support + SLA
5つの明確なステップ、毎週のマイルストーン。
Discovery
Use cases + LLM providers + compliance requirements
Architecture
Multi-tenant design + data isolation + security
Build
Core platform + integrations + dashboards
Launch
Production deploy + monitoring + training
Support
Updates + new providers + custom features
よくある質問。
Why not use the OpenAI API directly?+
Self-hosted or cloud?+
Does it work with open-source models?+
Ongoing infra costs?+
ai infrastructureを一緒に構築しましょう。
無料の30分ディスカバリーコール。24時間以内の見積もり応答。プレッシャーなし。