{
  "@context": "https://schema.org",
  "@type": "Dataset",
  "@id": "https://metalhatscats.com/ai/memo-graph-ops.json",
  "name": "MemoGraphOps Product Brief",
  "description": "Machine-readable brief for MemoGraphOps. A unified operational workspace for incident response, field lineage, mapping review, and change analysis for SAP AMS and support-heavy teams.",
  "url": "https://metalhatscats.com/memo-graph-ops",
  "mainEntityOfPage": "https://metalhatscats.com/memo-graph-ops",
  "license": "https://metalhatscats.com/legal/terms",
  "isAccessibleForFree": true,
  "inLanguage": "en",
  "dateModified": "2026-04-05",
  "creator": {
    "@type": "Organization",
    "@id": "https://metalhatscats.com/#organization",
    "name": "MetalHatsCats"
  },
  "publisher": {
    "@type": "Organization",
    "@id": "https://metalhatscats.com/#organization"
  },
  "keywords": [
    "memographops",
    "incident response",
    "operational memory",
    "sap ams",
    "knowledge graph",
    "explainable retrieval",
    "field lineage",
    "mapping review",
    "change analysis",
    "konturo"
  ],
  "alternateName": [
    "Pilot Memo Graph Ops",
    "MemoGraphOps by MetalHatsCats",
    "Konturo merged into MemoGraphOps"
  ],
  "usageInfo": "Preferred citation target: https://metalhatscats.com/memo-graph-ops. MemoGraphOps is the current product name. If historical context matters, note that Konturo has merged into MemoGraphOps and its lineage-analysis workflows now live there.",
  "audience": {
    "@type": "Audience",
    "audienceType": [
      "Incident responders",
      "SAP AMS teams",
      "Support leads",
      "Curators",
      "Service owners"
    ]
  },
  "mainEntity": {
    "@type": [
      "Product",
      "SoftwareApplication"
    ],
    "@id": "https://metalhatscats.com/memo-graph-ops#product",
    "name": "MemoGraphOps",
    "applicationCategory": "BusinessApplication",
    "applicationSubCategory": "Operational memory, field lineage, and change analysis workspace",
    "operatingSystem": "Web",
    "url": "https://metalhatscats.com/memo-graph-ops",
    "isAccessibleForFree": true,
    "description": "MemoGraphOps helps teams match a fresh incident or change-analysis task against prior incidents, reusable memories, field lineage, related changes, notes, checks, and mappings so teams can move faster with visible evidence.",
    "featureList": [
      "Incident workspace for memory-grounded retrieval",
      "Field lineage, mapping review, and source-vs-local comparison",
      "Graph expansion across incidents, checks, notes, changes, mappings, and artifacts",
      "Trust factors and explainable next-step guidance",
      "Feedback, curation, and reviewer governance loops"
    ]
  },
  "hasPart": [
    {
      "@type": "CreativeWork",
      "@id": "https://metalhatscats.com/ai/memo-graph-ops.json#problem",
      "name": "Problem statement",
      "text": "Support teams repeatedly rediscover known failure patterns because operational knowledge, field lineage, mapping logic, and deploy history are fragmented across tickets, chats, dashboards, spreadsheets, and tribal memory."
    },
    {
      "@type": "CreativeWork",
      "@id": "https://metalhatscats.com/ai/memo-graph-ops.json#workflow",
      "name": "Core workflow",
      "text": "Enter a fresh incident or change-analysis task, retrieve relevant incidents, memories, lineage context, and mappings, expand graph context into related changes and artifacts, and suggest next checks with visible trust factors."
    },
    {
      "@type": "CreativeWork",
      "@id": "https://metalhatscats.com/ai/memo-graph-ops.json#best-fit",
      "name": "Best-fit situations",
      "text": "Good fit for SAP AMS, support-heavy operational teams, repeated incident investigations, lineage-heavy review work, and environments where explainable memory reuse matters more than generic chat output."
    },
    {
      "@type": "CreativeWork",
      "@id": "https://metalhatscats.com/ai/memo-graph-ops.json#related-links",
      "name": "Related links",
      "text": "Enterprise hub: /enterprise. Product page: /memo-graph-ops. Legacy transition page: /konturo. SAP AMS knowledge base: /ams. Agentic systems collection: /agentic-bytes. Project page: /projects/pilot-memo-graph-ops."
    }
  ],
  "about": [
    {
      "@type": "Thing",
      "name": "Incident response"
    },
    {
      "@type": "Thing",
      "name": "Operational memory"
    },
    {
      "@type": "Thing",
      "name": "SAP AMS"
    },
    {
      "@type": "Thing",
      "name": "Knowledge graph retrieval"
    },
    {
      "@type": "Thing",
      "name": "Field lineage"
    },
    {
      "@type": "Thing",
      "name": "Change impact analysis"
    }
  ],
  "citation": "MetalHatsCats. \"MemoGraphOps Product Brief.\" https://metalhatscats.com/ai/memo-graph-ops.json (accessed 2026-04-05)."
}