{
  "id": "12-aviso",
  "slug": "aviso",
  "normalized_name": "aviso",
  "name": "Aviso",
  "vendor_url": "aviso.com (aviso.ai 302-redirects to a domain-marketplace listing, not the company)",
  "category": "forecasting-revenue",
  "what_it_does": "AI revenue operations platform combining pipeline forecasting, conversation/deal intelligence, and agentic workflow automation for sales, RevOps, and customer success teams.",
  "ai_features": "Vendor claims \"advanced forecasting models\" using a \"time-series database\" and deal win-probability scoring derived from call/email signals - plausible ML claims but no disclosed methodology or benchmark, and includes an unverified marketing claim of \"nearly 100% accurate\" forecasting. Separately markets \"Real-Time AI Avatars\" and 30+ agentic workflows via a no-code \"GTM Agent Studio\" - LLM-driven workflow orchestration, not predictive ML, though vendor copy blends the two under \"agentic AI.\"",
  "mcp_status": "none-found",
  "mcp_url": "none",
  "mcp_auth": "n/a",
  "api_gate": "enterprise-only (quote-only - the pricing page asks you to fill out a form for a tailored proposal - and no API or developer docs link exists in nav or footer)",
  "revops_role": "Positions itself as a full \"revenue operating system\" - forecasting plus conversation intelligence plus CS renewal signals plus an AI SDR/agent layer - broader in scope than a pure forecasting point tool.",
  "tier": "RESEARCHED",
  "last_checked": "2026-09-02",
  "sources": "https://aviso.ai, https://www.atom.com/name/Aviso.ai, https://www.aviso.com, https://www.aviso.com/pricing",
  "notes": "DOMAIN FLAG - aviso.ai does not belong to the company; it 302-redirects to a domain marketplace/broker listing page. The live product is at aviso.com. Same \"wrong domain in circulation\" pattern flagged for Clearbit/Leadfeeder elsewhere in this directory. [api_gate 2026-08-25] Reclassified unknown -> enterprise-only from the vendor's own page (https://www.aviso.com/pricing/): quote-only - the pricing page asks you to fill out a form for a tailored proposal - and no API or developer docs link exists in nav or footer. 2026-09-02: re-checked aviso.com (no llms.txt; the path serves the homepage), the official MCP registry (no entry) and a web search. Aviso's own Agent Studio blog describes each agent having \"its own set of MCP tool servers\", which makes Aviso an MCP client, not a server; no Aviso-published MCP server found.",
  "mcp_status_bucket": "none-found",
  "api_gate_bucket": "enterprise-only",
  "mcp_urls": [],
  "source_urls": [
    "https://aviso.ai",
    "https://www.atom.com/name/Aviso.ai",
    "https://www.aviso.com",
    "https://www.aviso.com/pricing"
  ],
  "source_annotations": [],
  "vendor_domain": "aviso.com",
  "display_name": "Aviso",
  "docs_url": null,
  "jobs": [
    "extract-deal-signals-from-calls",
    "run-automation-workflow",
    "read-pipeline-forecast"
  ],
  "jobs_tagged_by": "machine-pass",
  "jobs_tagged_on": "2026-08-25",
  "github_url": null,
  "github_stars": null,
  "github_last_commit": null,
  "github_archived": null,
  "github_fetched_on": null,
  "github_candidates": [],
  "docs_digest": null,
  "docs_last_crawled": null,
  "submission": null,
  "mcp_tools": [],
  "mcp_tool_count": 0,
  "mcp_tools_evidence": null,
  "mcp_tools_repo": null,
  "mcp_tools_repo_party": null,
  "mcp_catalog_shape": null,
  "mcp_catalog_note": null,
  "mcp_tools_fetched_on": null,
  "cli_status": "none-found",
  "cli_party": null,
  "cli_binary": null,
  "cli_install": [],
  "cli_login": null,
  "cli_commands_seen": [],
  "cli_docs_url": null,
  "cli_repo": null,
  "cli_packages": [],
  "cli_evidence": null,
  "cli_checked_on": "2026-09-27",
  "github_org": null,
  "github_org_status": "unresolved",
  "github_org_url": null,
  "github_org_evidence": {
    "rule": null,
    "reason": "github candidates were seen but none passed the evidence rules",
    "candidates_rejected": [
      {
        "login": "avisota",
        "from": "rule 3 (Aviso)",
        "type": "Organization",
        "website": "http://avisota.org",
        "rejected": "website avisota.org does not match aviso.com"
      },
      {
        "login": "AvisoNovate",
        "from": "rule 3 (Aviso)",
        "type": "Organization",
        "website": "https://fexco.com/openconnect",
        "rejected": "website fexco.com does not match aviso.com"
      },
      {
        "login": "Avison-Technologies",
        "from": "rule 3 (Aviso)",
        "type": "Organization",
        "website": null,
        "rejected": "website (none) does not match aviso.com"
      },
      {
        "login": "cc-tcc-udf",
        "from": "rule 3 (Aviso)",
        "type": "Organization",
        "website": null,
        "rejected": "website (none) does not match aviso.com"
      },
      {
        "login": "avisops",
        "from": "rule 3 (Aviso)",
        "type": "Organization",
        "website": null,
        "rejected": "website (none) does not match aviso.com"
      }
    ]
  },
  "github_org_repos": 0,
  "github_org_repos_mcp": 0,
  "github_org_repos_cli": 0,
  "github_org_latest_activity": null,
  "github_org_recent_repos": [],
  "github_org_checked_on": "2026-09-08",
  "mcp_endpoint": null,
  "mcp_docs_url": null,
  "endpoint_status": "not-applicable",
  "endpoint_http_status": null,
  "endpoint_last_probed": null,
  "endpoint_wall_note": null,
  "canonical": true,
  "canonical_id": "12-aviso",
  "also_listed_in": [],
  "source_file": "12-forecasting-revenue.md",
  "source_line": 36,
  "file_index": 1,
  "category_num": "12",
  "category_slug": "forecasting-revenue",
  "category_label": "Forecasting & Revenue",
  "heading": "Aviso",
  "missing_schema_fields": [],
  "extra_fields": {},
  "display_rank": 804
}