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Reviewer evidence kit

The facts a Fluent listing or review should not skip.

Use this page to check product claims, limitations, source links, and what remains unproven before covering Fluent.

Read the short answer
Short answer

What is Fluent right now?

Fluent is a pre-alpha Windows research preview that accepts voice or text and can use optional gaze as target context. Speech is transcribed locally; the resulting text request and relevant structured context can reach a user-configured hosted planning provider. Fluent shows action progress and supports cancellation, but it is not a dependable daily-access product, has no public installer, and had completed zero external user sessions as of July 23, 2026.

Evidence at a glance

The useful details, side by side.

Current first-party product facts, reviewed July 23, 2026.
FieldCurrent factQualification
Product statusPre-alpha research previewNot a finished consumer release or dependable daily-access replacement
AvailabilityFree 15-minute guided research sessionThe public download is a placeholder text file, not an installer
PlatformWindows-firstAn exact supported-version matrix has not been published
InputsVoice, text, and optional gaze contextVoice and text do not require a camera; gaze never acts by itself
Speech and planningLocal speech transcription plus hosted planningThe text request and relevant structured context can leave the device
Action modelVisible Windows UI Automation steps with cancellationPublished consequence-approval and product-hardening gaps remain
External evidenceZero external user sessions completedNo accessibility outcome, productivity, or accuracy claim is supported yet
Source availabilityPrivate implementation with no public licenseThe code is not currently independently inspectable or eligible as an open project

Use the scoped description

Preferred one-sentence description: Fluent is a reviewable voice, text, and optional gaze control layer for Windows.

For a directory or review, add the status in the same paragraph: Fluent is a pre-alpha research preview recruiting Windows users affected by RSI, pain, fatigue, or limited hand or arm mobility for free guided sessions.

What a reviewer can verify today

The privacy page documents how speech, text, gaze context, planning, analytics, and Windows actions are handled. The research page separates implemented behavior, release gates, and outcomes that have not been measured.

The category comparison uses the same readiness, setup, processing, and fit criteria for five Windows voice-control options. Its CSV worksheet supplies a vendor-neutral task and recovery record that a reviewer can reuse.

  • Canonical product description and current preview status.
  • Local speech transcription and hosted planning boundary.
  • Optional gaze behavior and no gaze-only activation.
  • Visible action progress, cancellation, and current safety gaps.
  • Comparison method, correction policy, and reusable evaluation worksheet.

What is not yet proven

Fluent has not published a signed usable installer, an exact Windows support matrix, an external accessibility beta, a cross-product benchmark, or a completed external user session. Those absences should remain visible in any current listing.

A polished website image is not a product screenshot. A current application screenshot and short unedited task recording will be added only after the installed preview is stable enough to represent the actual first-run experience.

  • No customer testimonials or permissioned outcome stories.
  • No speech-accuracy, task-success, time-saved, or fatigue-reduction percentage.
  • No claim that Fluent can replace a user’s established access setup.
  • No public source repository or open-source license.

Assets, attribution, and corrections

Use the preferred description verbatim or write a narrower factual summary. Link to the product home for identity, the privacy page for data handling, and the research page for evidence status. The machine-readable product-facts file below is the shortest source for a fact checker.

The current website hero artwork is illustrative and must not be captioned as an application screenshot. For a fact correction or a current review asset, contact admin@fluentforall.com and name the exact claim that needs checking.

Direct answers

Questions people ask before trying Fluent.

Is Fluent available to download?
No public installer is available. The current download path returns a disclosed placeholder text file. The active public offer is a free 15-minute guided research session.
Is Fluent open source?
No public source repository or license is currently available. Do not list Fluent as open source or submit it to an open-project catalogue in its current state.
Which Windows versions does Fluent support?
Fluent is Windows-first, but an exact supported-version matrix has not been published. A listing should not infer specific supported versions until installed release testing establishes them.
Can a reviewer call Fluent fully offline?
No. Speech transcription is local, but the text request and relevant structured context can be sent to a hosted planning provider configured by the user.
How can a publisher request a correction or asset?
Email admin@fluentforall.com with the exact claim, destination URL, and source being checked. A correction does not require a backlink or positive coverage.
Check the record

Sources and product disclosures.

  1. Download machine-readable Fluent product facts (JSON)Dated status, availability, data flow, evidence, limitations, URLs, and correction contact.
  2. Fluent privacy and safety disclosureCurrent speech, planner, gaze, analytics, and action boundaries.
  3. Fluent research method and evidence statusImplemented behavior, release gates, current external-session count, and missing outcome evidence.
  4. Windows voice control software comparisonA first-party-sourced category comparison with explicit trade-offs and no paid placement.
  5. Download the voice control evaluation worksheet (CSV)A vendor-neutral task, recovery, privacy, and fatigue recording template.
  6. Founding user research sessionsParticipant fit, 15-minute session format, current status, and booking path.
Written and maintained byJason Matthew Suhari

Creator of Fluent. Product claims are reviewed against the current implementation and published limits.

GitHub profile
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