# Itochu International × NeuralSeek — Customer Highlight > Itochu Insight — Hybrid RAG financial intelligence with 107 specialized agents Canonical URL: https://neuralseek.com/highlights/itochu Content-Type: text/markdown; charset=utf-8 Hybrid RAG-powered financial intelligence combining **SEC EDGAR filings**, **live web research**, and **private documents** — orchestrated through a graph of **107 specialized agents**. Deployed inside Itochu's environment with Microsoft Entra single sign-on, JWT-validated sessions, and per-tenant document isolation. - Customer: **Itochu International** - Industry: **Trading / Sogo Shosha** - Deployment: **Azure Cloud** — in Itochu's existing Azure tenant - Project name: **Itochu Insight** - Agent count: **107 specialized agents** across **8 categories** --- ## Scale of the customer - **~$90B** annual revenue — approx. FY revenue (~¥14T); one of Japan's largest corporations by sales. - **120,000+** employees — across the global Itochu group and subsidiaries. - **Big 5** market position — Fortune Global 500 member and one of Japan's "big-5" sogo shosha general trading houses. --- ## Voice of the client **Tony Chang** — Director, IT Strategy Division, Itochu International LinkedIn: https://www.linkedin.com/in/tony-chang-itochu/ Tony directs IT strategy at Itochu International and runs the Itochu Insight engagement with NeuralSeek — a 107-agent financial intelligence platform deployed inside Itochu's Azure environment. ### Q&A **Q: What parts of NeuralSeek impress you?** A: The speed and flexibility of their low-code, no-code development platform stand out. We were able to leverage our Azure cloud infrastructure effectively, and the deep research in full mode is quite fast. They accommodated our use case well, and the ability to make quick fine-tuning changes has been especially helpful for the project. **Q: Thoughts on NeuralSeek having an implementation arm and experience doing enterprise go-lives.** A: The implementation team for the POC has been excellent. They were highly responsive in making changes and resolving bugs. The onboarding process and project management helped accelerate the project's kickoff. The team also demonstrated a forward-thinking approach, developing the application with scalability in mind. **Q: General feedback on our team.** A: Overall, it has been a positive experience, and we're glad we started this engagement. --- ## About Itochu International - Industry & sector: **Sogo Shosha** — diversified general trading company - Deployment: **Azure Cloud** — in Itochu's existing Azure tenant - Founded: **Est. 1858** — over 165 years of trading history - Geography: **Tokyo, Japan** — HQ; operations across 60+ countries - Ownership: **Public (TYO: 8001)** — listed on the Tokyo Stock Exchange - Recognition: **Fortune Global 500** — among the world's largest companies --- ## What's inside Itochu Insight ### 01 · Hybrid RAG financial intelligence A unified retrieval layer that blends SEC EDGAR filings, live web research, and Itochu's private documents — with BM25 plus dense vectors so answers stay precise whether the source is a 10-K footnote or an uploaded PDF. Tags: BM25 + vector · SEC EDGAR · Private docs. ### 02 · 107-agent orchestration Two NeuralSeek workflows — a Main Orchestrator that resolves a company and fans out to ingestion, search, and analysis sub-agents, and a Reports Orchestrator that drives the Summary, Longitudinal, Risk, and Peer Comparison decks through parallel section agents with a shared variable store. Tags: Agent Swarms · 107 agents · Shared store. ### 03 · 5-year XBRL financial dashboard Revenue, margins, EBITDA, and ROE pulled directly from SEC EDGAR XBRL, with YoY deltas and per-metric trend charts. Every metric documents its source filing (10-K / 20-F / 40-F / 10-Q / 6-K) and whether it was reported or derived. Tags: XBRL · YoY deltas · Cited filings. ### 04 · Cited, multi-source agent chat Analysts toggle between Quick Scan and Deep Research modes. Every response blends SEC filings, web research, and uploaded documents — with inline source attribution so reasoning is auditable back to the original artifact. Tags: Quick + Deep · Inline citations · Auditable. ### 05 · Report generation — PDF & editable PPTX On demand, the Reports Orchestrator assembles four deck types and deterministically stitches them into polished PDFs and editable PowerPoint files — ready to drop into an Itochu analyst workflow without post-processing. Tags: PDF + PPTX · 4 deck types · Drop-in ready. --- ## KPIs at a glance - **107** specialized agents - **8** agent categories - **5 yrs** XBRL financial history - **4** report decks on demand --- ## Related resources - Customer highlights index: https://neuralseek.com/Customer_Highlights - Platform overview: https://neuralseek.com/ - 118 AI Guardrails: https://neuralseek.com/guardrails - LLM Governance: https://neuralseek.com/llm-governance - Agent Governance: https://neuralseek.com/agent-governance - Book a working session with the team: https://calendar.app.google/VGE7TwcbKcaYsjRZ7