{"company":"Inazuma.co","source":"Qontext hackathon dataset","datasetPath":"/Users/blah_mad/Downloads/qontext_Dataset","note":"No Qontext account is required or used. Context Surgeon compiles the supplied raw company data into a Qontext-style context repository surface.","rawInputs":[{"domain":"Business and Management","records":800,"examples":["clients.json","vendors.json"]},{"domain":"CRM","records":14951,"examples":["customers.json","products.json","sales.json"]},{"domain":"Customer Support","records":1000,"examples":["customer_support_chats.json"]},{"domain":"Product Sentiment","records":13510,"examples":["product_sentiment.json"]},{"domain":"Enterprise Mail","records":11928,"examples":["emails.json"]},{"domain":"Collaboration","records":2897,"examples":["conversations.json"]},{"domain":"HR","records":96884,"examples":["employees.json","resume_information.csv"]},{"domain":"IT Service","records":163,"examples":["it_tickets.json"]},{"domain":"Engineering Workspace","records":750,"examples":["Workspace/GitHub/GitHub.json"]},{"domain":"Policy Documents","records":24,"examples":["Information Security","AUP","SDLC","Leave Policy"]},{"domain":"Inazuma Overflow","records":10823,"examples":["overflow.json"]},{"domain":"Order PDFs","records":267,"examples":["invoice_*.pdf","purchase_order_*.pdf","shipping_order_*.pdf"]}],"virtualFileSystem":[{"path":"/company/inazuma/context.md","title":"Company Operating Context","purpose":"Dense executive context for AI agents and humans."},{"path":"/company/inazuma/static/customers.md","title":"Customers and Revenue","purpose":"Static customer, product, sales, and order memory."},{"path":"/company/inazuma/static/employees.md","title":"Employees and Roles","purpose":"Employee directory, HR relationships, resumes, ownership references."},{"path":"/company/inazuma/procedures/policies.md","title":"Policy Repository","purpose":"Procedural company rules from policy PDFs."},{"path":"/company/inazuma/trajectory/projects.md","title":"Projects and Progress","purpose":"Trajectory memory from mail, collaboration, GitHub, support, and IT tickets."},{"path":"/company/inazuma/graph/facts.jsonl","title":"Fact Ledger","purpose":"Fact-level provenance graph for retrieval and validation."},{"path":"/company/inazuma/review/conflicts.md","title":"Human Review Queue","purpose":"Ambiguities and conflicts that matter enough for a human."}],"graphSummary":{"entityTypes":["employee","customer","vendor","product","policy","ticket","repository","conversation","order"],"edgeTypes":["owns","mentioned_in","requested_by","assigned_to","purchased","governed_by","conflicts_with","supersedes"],"provenanceGranularity":"fact -> source record -> source file/path -> quote/span","updateMechanic":"new/changed source records produce fact patches instead of destructive context regeneration"},"challengeFit":["Starts with company data, not an agent.","Produces a virtual file system plus graph.","Preserves references inside files and back to source records.","Separates static, procedural, and trajectory knowledge.","Uses human review only where ambiguity matters.","Optimizes for long-term maintainability by humans and machines."]}