v3.2 — Agent Orchestrator 출시

생성형 AI를
production-ready로

LLM APIs, fine-tuning, RAG, agents — 하나의 AI platform에서 enterprise-grade generative AI를 배포하세요. OpenAI·Claude·Llama를 unified gateway로, 한국어 guardrails 내장.

Start Free Trial → View API Docs
2.4B+API calls / month
99.99%Uptime SLA
4.9/5Developer NPS
console.aitech.io/models
API Calls
2.4M
↑ 18% today
Latency P99
142ms
↓ 12ms
Active Models
38
6 fine-tuned
# RAG query via AI TECH LABS SDK response = client.chat(model="aitech-gpt-4o", messages=[{{"role": "user", "content": query}}], rag="internal-wiki", guardrails=True) → tokens: 847 · latency: 128ms · grounded: ✓
RAG Legal contract Q&A — accuracy 94.2%
FT Customer support bot v3 — deployed
AGENT Data pipeline agent — running
Trusted by AI-first enterprises
Samsung SDS Naver Cloud Kakao Enterprise LG AI Research SK Telecom Hyundai AutoEver Coupang Toss
Features

Enterprise AI에 필요한 모든 것

From model gateway to production agents — full-stack generative AI platform for engineering teams.

🧠
LLM · Core

Unified LLM Gateway

OpenAI GPT-4o, Claude 3.5, Llama 3, Gemini — 단일 API endpoint로 라우팅. Automatic failover, cost optimization, latency-based routing.

📚
RAG

RAG Studio

PDF, wiki, Notion, Confluence를 vector DB에 ingest. Chunking, embedding, retrieval tuning을 no-code UI로.

⚙️
Fine-tune

Fine-tuning Pipeline

LoRA, QLoRA, full fine-tune 지원. GPU cluster 자동 프로비저닝, experiment tracking, A/B evaluation.

🤖
Agents

Agent Orchestrator

Multi-step agents with tool calling, memory, human-in-the-loop. LangChain-compatible SDK.

🛡️
Safety

AI Guardrails

PII 마스킹, prompt injection 방어, 한국어 toxicity filter, output validation.

📊
MLOps

Observability & MLOps

Token usage, latency, hallucination rate, cost per query — real-time dashboard. Prompt versioning, audit logs, SOC 2 compliance.

How It Works

4단계로 production AI 배포

Connect models, ingest data, deploy agents, monitor — 평균 PoC 2주, production 6주.

Connect Models

API key 등록 또는 on-prem model endpoint 연결. Model Garden에서 20+ foundation models 선택.

Build RAG / Fine-tune

사내 문서 upload, chunking 설정, evaluation run. Fine-tune dataset 준비 및 training job 시작.

Deploy Agents

Agent workflow 설계, tool 연결, staging 테스트. One-click production deploy with canary rollout.

Monitor & Scale

Real-time metrics, cost alerts, guardrail violations. Auto-scaling GPU inference endpoints.

AI테크랩스 AI 연구팀
240+enterprise deployments
About AI TECH LABS

Foundation models를
안전하게 production에

2022년 판교에서 시작한 AI TECH LABS는 'PoC에서 멈추는 AI'를 해결합니다. MLOps, guardrails, 한국어 특화 모델까지 — engineering team이 직접 운영할 수 있는 enterprise AI platform.

OpenAI API Claude 3.5 Llama 3 RAG LoRA LangChain SOC 2 On-prem VPC
Case Studies

고객들이 만든 AI impact

금융, 제조, 유통, 공공 — AI TECH LABS로 generative AI를 production에 올린 기업들.

금융 · Enterprise

고객 상담 AI accuracy 91%

RAG + fine-tuned Llama 3로 사내 규정 기반 답변. 상담원 업무 40% 자동화, compliance audit 통과.

91%Accuracy
40%Auto-resolved
8wkTo production
헬스케어 · Series B

의료 문서 요약 10x faster

Agent pipeline으로 진료 기록·검사 결과 자동 요약. 의사 chart review 시간 65% 단축.

10xFaster summary
65%Time saved
HIPAACompliant
유통 · Growth

상품 추천 agent ROI 320%

Multi-agent system으로 개인화 추천, 재고 연동, 프로모션 생성. conversion 22% uplift.

320%ROI
22%Conversion up
15MDaily queries
Product Modules

플랫폼 모듈 deep dive

LLM Gateway, RAG, Fine-tuning, Agents — 각 모듈의 핵심 기능.

Unified LLM Gateway

Multi-provider routing with automatic failover, cost caps, and latency optimization.

  • 20+ foundation models
  • OpenAI-compatible API
  • Streaming & function calling
  • Token usage metering
  • Rate limiting & quotas
  • Regional endpoints (KR/US/EU)

RAG Studio

End-to-end retrieval pipeline from document ingest to grounded generation.

  • PDF/Word/Notion ingest
  • Hybrid search (dense+sparse)
  • Chunking strategies
  • Hallucination scoring
  • Citation tracking
  • Korean tokenizer optimized

Fine-tuning Workbench

From dataset prep to deployed custom model — managed GPU infrastructure.

  • LoRA / QLoRA / full FT
  • Auto GPU provisioning
  • Experiment tracking
  • Eval harness (BLEU, ROUGE)
  • Model registry
  • One-click deploy

Agent Orchestrator

Visual agent builder with tool calling, memory, and human approval flows.

  • Multi-step workflows
  • Tool & API connectors
  • Conversation memory
  • Human-in-the-loop
  • LangChain SDK
  • Webhook triggers
Integrations

개발 스택과 바로 연결

Python/TypeScript SDK, REST API, LangChain, LlamaIndex — 기존 workflow에 plug-in.

🐍 Python SDK
📘 TypeScript SDK
🔗 LangChain
📇 LlamaIndex
☁️ AWS Bedrock
🔷 Azure OpenAI
🐙 GitHub
📊 Snowflake
🗄️ Pinecone
⚡ Zapier
💬 Slack Bot
🔐 Okta SSO
Product

Production-grade AI infrastructure

Model Garden, RAG Studio, Guardrails — MLOps가 내장된 enterprise AI platform.

Production-grade AI infrastructure
  • Model GardenOpenAI, Claude, Llama — 단일 API gateway로 라우팅. Cost & latency optimization.
  • RAG Studio사내 wiki/PDF를 vector DB에 ingest. Hallucination rate real-time monitoring.
  • GuardrailsPII 마스킹, prompt injection 방어, 한국어 toxicity filter.
  • On-prem VPC금융/공공 — isolated GPU cluster, air-gapped deployment 옵션.
Model GardenOpenAI, Claude, Llama — 단일 API gateway로 라우팅. Cost & latency optimization.
RAG Studio사내 wiki/PDF를 vector DB에 ingest. Hallucination rate real-time monitoring.
GuardrailsPII 마스킹, prompt injection 방어, 한국어 toxicity filter.
On-prem VPC금융/공공 — isolated GPU cluster, air-gapped deployment 옵션.
Pricing

Usage-based transparent pricing

$50 free credits. Pay-as-you-go API or committed enterprise contracts.

Monthly·Annual Save 20%

Developer

Individual developers & PoC projects.

₩0/월

Free tier · $50 credits

Get API Key
  • LLM API access (rate limited)
  • RAG — 1 knowledge base
  • 100K tokens / month
  • Community support
  • Basic guardrails
  • Fine-tuning

Team

Engineering teams shipping AI features.

₩890,000/월

includes 5M tokens · 3 seats

Start Free Trial
  • Unlimited LLM routing
  • RAG — 20 knowledge bases
  • Fine-tuning (2 jobs/mo)
  • Agent Orchestrator
  • SSO & audit logs
  • Priority support

Enterprise

Large orgs with compliance & dedicated infra.

Custom

committed use · annual

Contact Sales
  • Unlimited tokens & models
  • On-prem / VPC deployment
  • Dedicated GPU cluster
  • Custom fine-tuned models
  • 99.99% SLA + CSM
  • SOC 2 & ISO 27001 reports
Testimonials

개발자들이 말하는 AI TECH LABS

ML engineers, platform teams — 4.9/5 on G2 Developer Tools.

★★★★★
"OpenAI + Claude + Llama를 하나의 SDK로 — routing failover가 정말 잘 됩니다. PoC 2주 만에 production."
JK
김준혁ML Lead · FinCore Bank
★★★★★
"RAG Studio의 hallucination scoring이 핵심이었어요. 의료 도메인에서 compliance 통과에 결정적."
PM
박미영AI Engineer · MediLink
★★★★★
"Agent Orchestrator로 multi-step workflow를 visual하게 구성. LangChain migration 3일 만에 완료."
SL
Sarah LimPlatform Eng · RetailMax
★★★★★
"On-prem VPC 배포가 금융 규제를 충족. GPU cluster 관리를 완전히 offload했습니다."
EC
Emily ChoVP Eng · InsureTech
Security & Compliance

Enterprise-grade AI 보안

금융·의료·공공 프로젝트에서 요구하는 보안·컴플라이언스를 기본 제공합니다.

🔐
SOC 2 Type II 연간 외부 감사 · audit report Enterprise 제공
🛡️
ISO 27001 정보보호 관리체계 인증 · ISMS-P 대응
🔒
Data Isolation VPC 격리 · 고객 데이터로 모델 학습 금지
📋
Audit Logs 프롬프트·응답·토큰 사용량 전수 기록

PII auto-masking, content moderation, Korean guardrails — production AI 배포에 필요한 governance를 platform 레벨에서 제공합니다.

FAQ

자주 묻는 질문

support@aitech.io 또는 Discord developer community로 문의해 주세요.

OpenAI GPT-4o/4o-mini, Anthropic Claude 3.5 Sonnet/Haiku, Meta Llama 3 70B/8B, Google Gemini Pro, Mistral — 20+ models. Custom on-prem endpoints도 연결 가능합니다.
RAG Studio에서 document upload → auto chunking → embedding → retrieval tuning → evaluation을 no-code로 진행. Hybrid search, re-ranking, citation tracking 내장.
Team 플랜에 월 2 job 포함. LoRA 기준 A100 1장 × 4시간 ≈ ₩120,000. Enterprise는 dedicated GPU cluster와 volume discount.
SOC 2 Type II, ISO 27001, GDPR. Enterprise: VPC isolation, no training on customer data, audit logs, PII auto-masking. 금융권 ISMS-P 대응 지원.
Enterprise 플랜에서 air-gapped GPU cluster 배포. Kubernetes Helm chart 제공. Model weights, vector DB, inference 모두 고객 인프라 내 운영.
OpenAI-compatible `/v1/chat/completions` endpoint. 기존 SDK에서 base URL만 변경하면 migration 가능. Streaming, function calling, JSON mode 지원.

지금 바로 production AI를 시작하세요

$50 free credits · No credit card · OpenAI-compatible API

Get API Key Free →
Contact

Enterprise AI 상담

30분 기술 미팅으로 AI TECH LABS가 귀사 AI roadmap에 맞는지 확인해 보세요.

🎯
Architecture Review귀사 use case에 맞춘 AI stack 설계
📅
PoC Support2주 PoC — 전담 ML engineer 배정
🌏
Global InfraSeoul · Singapore · US-West GPU regions