Beyond advisory and delivery, OGM Worldwide builds its own enterprise AI platforms — multi-agent orchestration, research assistants, document intelligence, semantic search, and generative image tooling — proven internally before they reach client environments.
OrchestrationEnterprise-grade multi-agent orchestration platform built on LangGraph, with an OpenAI-compatible API, deep research capabilities, semantic caching, and MCP tool integration.
Research AssistantA FastAPI-based AI research assistant that combines CrewAI multi-agent orchestration with memory management and internal knowledge bases for enterprise Q&A.
Conversational AIAn enterprise conversational AI interface with multi-backend model support, OAuth2/OIDC via Keycloak, role-based access control, and full multi-tenant session isolation.
Document IntelligenceA Model Context Protocol (MCP) system for intelligent product documentation search, with automatic PDF-to-Markdown conversion and vector-based semantic retrieval.
Data PipelineA modular PDF data pipeline that extracts text and images, summarizes visual content with a vision model, and chunks and embeds output into a vector database.
Generative MediaAn AI-powered image browsing and generation platform featuring Stable Diffusion, custom LoRA model training, and face-recognition-based organization.
SearchA unified enterprise search product spanning keyword, semantic, retrieval-augmented, and graph-based search over enterprise content.