{
  "generated_on": "2026-05-06",
  "system_id": "attoh-intelligence-system-map",
  "name": "ATTOH Intelligence System Map",
  "purpose": "Show where MASNAP sits inside the wider ATTOH/Snap/partner/brain-centre intelligence system.",
  "north_star": "Every website, Snap tool, partner lane, sector research task and M&A opportunity should compound into reusable intelligence that improves revenue, delivery, opportunity detection and client outcomes.",
  "layers": [
    {
      "layer": "1_public_surfaces",
      "role": "Attract and qualify real market demand.",
      "assets": [
        "ATTOH website",
        "client and partner sites",
        "sector landing pages",
        "Snap public tools",
        "configurator",
        "case studies",
        "llms.txt and schema"
      ],
      "outputs": [
        "lead intent",
        "sector chosen",
        "buyer question",
        "proof gap",
        "Snap result",
        "conversion route"
      ]
    },
    {
      "layer": "2_sector_intelligence_os",
      "role": "Turn market, competitor, buyer and future research into reusable delivery advantage.",
      "assets": [
        "sector-intelligence-os.json",
        "sector-content-bank.json",
        "sector-competitor-patterns.json",
        "sector-2036-web-outlook.json",
        "sector-content-flywheel.json",
        "attoh-ai-market-threat-map.json",
        "frontend-design-intelligence.json"
      ],
      "outputs": [
        "sector taxonomy",
        "buyer questions",
        "competitor patterns",
        "proof standards",
        "SEO/GEO/LLM content",
        "AI disruption thesis"
      ]
    },
    {
      "layer": "3_snap_suite",
      "role": "Convert sector pain into structured decision data and governed lead routes.",
      "assets": [
        "current Snap tool suite",
        "snap-scoreboard.json",
        "control-points.json",
        "learning-loops.json",
        "horizon-map.json",
        "snap/intelligence-feed.json",
        "snap/weekly-source-refresh-queue.json"
      ],
      "outputs": [
        "decision logs",
        "source basis",
        "tool result",
        "human approval gate",
        "payment/regulated risk",
        "recommended next route"
      ]
    },
    {
      "layer": "4_partner_network",
      "role": "Surface early signals before they appear as public M&A or buying intent.",
      "assets": [
        "formation partners",
        "recruitment partners",
        "R&D/AI partners",
        "marketing partners",
        "legal/accounting/advisory partners",
        "transport/property/construction partners",
        "paid-client delivery board"
      ],
      "outputs": [
        "founder ambition",
        "succession pressure",
        "hiring pattern",
        "automation opportunity",
        "website/proof weakness",
        "partner referral"
      ]
    },
    {
      "layer": "5_masnap_orchestration",
      "role": "Detect, research, score and route commercial opportunities across any sector.",
      "assets": [
        "ma-opportunity-evaluator.json",
        "ma-sector-deep-research-protocol.json",
        "snap/masnap.html",
        "MASNAP competitor watch",
        "MASNAP opportunity memo"
      ],
      "outputs": [
        "exit-readiness score",
        "acquisition-fit score",
        "sector deep dive",
        "buyer universe",
        "valuation driver map",
        "diligence gap log",
        "recommended tool stack",
        "human-approved partner route"
      ]
    },
    {
      "layer": "6_brain_centre",
      "role": "Compound learning across the whole ecosystem while keeping internal intelligence separate from public product surfaces.",
      "assets": [
        "internal intelligence feed",
        "weekly source refresh queue",
        "partner opportunity records",
        "sector playbooks",
        "red-flag library",
        "data-moat fields",
        "human override reasons"
      ],
      "outputs": [
        "updated sector scoring weights",
        "buyer-fit rules",
        "partner routing rules",
        "new Snap ideas",
        "content updates",
        "do-not-touch rules",
        "revenue opportunities"
      ]
    }
  ],
  "masnap_position": {
    "sits_between": [
      "Snap Suite decision data",
      "partner weak signals",
      "sector research",
      "brain-centre learning",
      "human-approved advisory routes"
    ],
    "not": [
      "a standalone unregulated broker",
      "a valuation opinion engine",
      "a replacement for legal, tax, financial or transaction advice"
    ],
    "is": [
      "the opportunity-intelligence layer",
      "the sector-deep-research trigger",
      "the M&A/acquisition/readiness orchestrator",
      "the bridge from everyday client activity to higher-value commercial opportunities"
    ]
  },
  "data_flow": [
    {
      "from": "public surfaces",
      "to": "sector intelligence OS",
      "signal": "buyer questions, sector choices, proof gaps and content performance"
    },
    {
      "from": "sector intelligence OS",
      "to": "Snap Suite",
      "signal": "calculator ideas, report gates, proof standards and compliance caveats"
    },
    {
      "from": "Snap Suite",
      "to": "MASNAP",
      "signal": "structured pain, risk, source basis, intent and tool-result data"
    },
    {
      "from": "partner network",
      "to": "MASNAP",
      "signal": "early commercial signals from formations, recruitment, R&D, marketing, advisory and operational partners"
    },
    {
      "from": "MASNAP",
      "to": "brain centre",
      "signal": "opportunity memo, sector deep dive, buyer fit, diligence gaps, red flags and routing outcome"
    },
    {
      "from": "brain centre",
      "to": "all layers",
      "signal": "updated scoring, source changes, competitor changes, sector playbooks, tool stack recommendations and do-not-touch rules"
    }
  ],
  "decision_types": [
    "website/proof rebuild",
    "Snap audit",
    "partner referral",
    "confidential readiness review",
    "M&A advisor route",
    "R&D/AI value creation route",
    "nurture/content route",
    "do-not-touch/human review"
  ],
  "hard_gates": [
    "valuation opinion",
    "regulated financial advice",
    "tax advice",
    "legal advice",
    "transaction recommendation",
    "sensitive document review",
    "named deal claim",
    "money movement"
  ],
  "why_this_is_different": [
    "Brokerage platforms usually wait for a seller or buyer to declare intent.",
    "Enterprise M&A platforms usually start at target search, CRM, VDR or diligence workflow.",
    "ATTOH sees intent earlier because websites, Snaps, partners, sector content and client delivery all create weak signals.",
    "MASNAP turns those weak signals into structured opportunity memos and feeds the brain centre.",
    "The more sectors and partners ATTOH touches, the more the intelligence map compounds."
  ],
  "public_files": [
    "https://attoh.digital/sector-intelligence-os.json",
    "https://attoh.digital/frontend-design-intelligence.json",
    "https://attoh.digital/ma-opportunity-evaluator.json",
    "https://attoh.digital/ma-sector-deep-research-protocol.json",
    "https://attoh.digital/snap/masnap.html",
    "https://attoh.digital/snap/intelligence-feed.json",
    "https://attoh.digital/snap/snap-scoreboard.json"
  ]
}