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DocGPT — Enterprise Generative AI for Knowledge & Training

A next-generation AI platform that mobilizes an enterprise's own documents to automate knowledge management, employee training, and sales enablement. Combining RAG and LLMs, it delivers +30% productivity, -50% search time, and -60% training cost.

DocGPT — 企業向け生成AIナレッジ管理・教育プラットフォーム
業界 | IndustryEnterprise SaaS / Healthcare, Cosmetics, Marketing
主要技術 | Core StackLLM / RAG / Vector DB / Next.js / Kubernetes
導入実績 | DeploymentsMultiple incl. 500-user healthcare

課題 Challenge

  • Critical documents are buried in massive corpora and impossible to find on demand.
  • Customer-facing quality varies by employee, making service levels hard to standardize.
  • Onboarding new employees consumes significant time and budget and slows ramp-up.
  • Institutional knowledge is siloed by department and inaccessible across the organization.

ソリューション Solution

AI Knowledge Search

Searches documents by meaning, not keywords (semantic search). Surfaces relevant information instantly.

Contextual Q&A

Understands document-wide context and produces consistent, natural-language answers.

Document Summarization

Auto-summarizes long internal documents and contracts to cut review time.

AI Sales & Support

AI agents trained on internal materials automate sales and support interactions.

Analytics Dashboard

Visualizes user behavior and question patterns to measure training impact and knowledge gaps.

API Integration

Integrates with CRM, HRM, and LMS systems to embed into existing operational workflows.

主な機能 Key Features

  • Semantic search (meaning-based)
  • Context-aware Q&A generation
  • Automatic document summarization
  • AI sales and support agents
  • Usage analytics dashboard
  • CRM / HRM / LMS integration
  • SaaS / on-prem / self-hosted deployment
  • AES-256 / OAuth2 / GDPR compliant

定量成果 Key Metrics

+30%Productivity
-50%Search Time
-60%Training Cost
-40%Support Cost

技術スタック Tech Stack

OpenAI Ollama vLLM TGI FAISS Milvus PGVector Weaviate Python Next.js AWS Docker Kubernetes AES-256 OAuth2 GDPR

開発成果 Results

  • Cut search time by up to 50% and improved overall productivity by 30%.
  • Reduced onboarding cost by 60% and dramatically shortened ramp-up time.
  • Cut customer-support cost by 40% while leveling up service-quality consistency.
  • Production deployments span multiple industries including healthcare training, cosmetics, and marketing.
  • Supports on-prem, cloud, and self-hosted-LLM deployments — fitting high-security environments.

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