{
  "product": "Fluent",
  "preferred_description": "Fluent is a reviewable voice, text, and optional gaze control layer for Windows.",
  "reviewed_date": "2026-07-23",
  "status": {
    "label": "pre-alpha research preview",
    "production_ready": false,
    "dependable_daily_access_claim": false,
    "external_user_sessions_completed": 0
  },
  "availability": {
    "public_installer_available": false,
    "public_download": "placeholder text file only",
    "trial_available": false,
    "research_session": {
      "cost_usd": 0,
      "duration_minutes": 15,
      "url": "https://fluentforall.com/founding-users/"
    }
  },
  "platform": {
    "scope": "Windows-first",
    "exact_supported_version_matrix_published": false
  },
  "inputs": {
    "voice": true,
    "text": true,
    "gaze": "optional target context",
    "camera_required_for_voice_or_text": false,
    "gaze_acts_by_itself": false
  },
  "data_flow": {
    "speech_audio": "transcribed locally",
    "text_request": "sent to a user-configured hosted planning provider",
    "structured_context": "relevant structured context can be sent to the configured hosted planning provider",
    "raw_gaze_samples": "held briefly in memory and not persisted",
    "website_analytics": "optional PostHog analytics only when configured; local storage, intentional events, Do Not Track respected, no autocapture or session replay"
  },
  "implemented_behavior": [
    "voice and typed requests",
    "optional semantic gaze target context",
    "visible Windows UI Automation action progress",
    "cancellation",
    "safety classification and confirmation mechanisms"
  ],
  "known_limitations": [
    "no public installer",
    "no published exact Windows support matrix",
    "no completed external user sessions as of the reviewed date",
    "no published accessibility outcome, productivity, fatigue-reduction, speech-accuracy, or cross-product benchmark result",
    "published consequence-approval and product-hardening gaps remain",
    "private implementation with no public source license"
  ],
  "claims_not_supported": [
    "production-ready",
    "fully offline",
    "proven to improve productivity",
    "proven accessibility outcome",
    "replacement for an established access setup",
    "open source"
  ],
  "urls": {
    "canonical": "https://fluentforall.com/",
    "reviewer_kit": "https://fluentforall.com/reviewer-kit/",
    "privacy_and_safety": "https://fluentforall.com/privacy-and-safety/",
    "research": "https://fluentforall.com/research/",
    "comparison": "https://fluentforall.com/compare/windows-voice-control-software/",
    "evaluation_worksheet": "https://fluentforall.com/resources/windows-voice-control-evaluation.csv",
    "founding_user_sessions": "https://fluentforall.com/founding-users/"
  },
  "creator": {
    "name": "Jason Matthew Suhari",
    "profile": "https://github.com/jasonsuhari",
    "corrections_email": "admin@fluentforall.com"
  },
  "correction_policy": "Identify the exact claim and current source. A correction does not require a backlink or positive coverage."
}