Title: Sentient Forms
Author: TWP Technologies, LLC
Published: <strong>जून 15, 2026</strong>
Last modified: जून 30, 2026

---

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# Sentient Forms

 By [TWP Technologies, LLC](https://profiles.wordpress.org/twptech/)

[Download](https://downloads.wordpress.org/plugin/sentient-forms.0.9.1.zip)

 * [Details](https://mai.wordpress.org/plugins/sentient-forms/#description)
 * [Reviews](https://mai.wordpress.org/plugins/sentient-forms/#reviews)
 *  [Installation](https://mai.wordpress.org/plugins/sentient-forms/#installation)
 * [Development](https://mai.wordpress.org/plugins/sentient-forms/#developers)

 [Support](https://wordpress.org/support/plugin/sentient-forms/)

## Description

Sentient Forms adds AI actions to Gravity Forms, Contact Form 7, WPForms, and Elementor
Forms submissions: lead scoring (A/B/C/Reject), spam review, entry summaries, content
checks, and WordPress logs.

Gravity Forms supports native validation and realtime actions where available. Contact
Form 7, WPForms, and Elementor Forms run after submission through the Sentient Forms
Submission Ledger. Elementor Forms requires Elementor Pro Forms APIs. Those three
do not support validation blocking, realtime suggestions, native spam status, native
entries, webhook suppression, or notification suppression in this release.

A TWP Technologies, LLC product. Product site: https://sentientforms.com. Public
development: https://github.com/TWP-Technologies/sentient-forms-wp-plugin.

Local settings, action definitions, form mappings, execution logs, provider settings,
and saved results are stored in WordPress.

Use your OpenRouter key for direct execution, or connect Sentient Forms Managed 
Execution for managed paid features. AI-generated Site Context needs Managed Execution
or a paid, web-capable OpenRouter model; you can also write it manually.

### Source

JavaScript and CSS in `assets/dist` are generated from `admin-app` in the public
release source: https://github.com/TWP-Technologies/sentient-forms-wp-plugin/tree/
v0.9.1. Build with `cd admin-app`, `bun install --frozen-lockfile`, and `bun run
build:wp`.

### External services

This plugin sends data to external services only for provider paths and features
an administrator enables.

OpenRouter direct execution:

 * Service: OpenRouter
 * Endpoint: https://openrouter.ai/
 * When used: after an administrator connects OpenRouter and runs direct provider
   validation, a form action, or AI-generated Site Context. Site Context needs a
   paid, web-capable OpenRouter model.
 * Data sent: selected submitted fields from mapped Gravity Forms, Contact Form 
   7, WPForms, or Elementor Forms actions, prompt/action instructions, model identifier,
   and request metadata. Site Context sends the site URL, public-site research prompt,
   selected model, and request metadata; web-capable models may search or fetch 
   public pages.
 * Account required: an OpenRouter account/API key. Site Context requires a paid,
   non-free, web-capable model.
 * Terms: https://openrouter.ai/terms
 * Privacy policy: https://openrouter.ai/privacy

Sentient Forms Managed Execution:

 * Service: Sentient Forms
 * Endpoint: https://api.sentientforms.com/
 * When used: optional managed account, billing, metering, managed model execution,
   support diagnostics, or administrator-enabled managed features.
 * Data sent: account/site identifiers, billing state, and, for managed AI execution,
   selected submitted fields from mapped Gravity Forms, Contact Form 7, WPForms,
   or Elementor Forms actions plus prompt/action instructions. Managed Site Context
   sends the site URL, public-site research prompt, selected model, and request 
   metadata; web-capable models may search or fetch public pages.
 * Account required: a Sentient Forms account may be required for managed paid features.
   Direct OpenRouter does not require Sentient payment.
 * Terms: https://sentientforms.com/terms
 * Privacy policy: https://sentientforms.com/privacy

Optional Sentient Forms telemetry:

 * Service: Sentient Forms
 * Endpoint: https://api.sentientforms.com/v1/sites/telemetry and https://api.sentientforms.
   com/v1/telemetry/async
 * When used: only after an administrator opts in and the site has a connected Sentient
   Forms site identity.
 * Data sent: telemetry consent state and metadata-only events: plugin/runtime versions,
   provider path, action code, execution request ID, adapter, job status, attempt
   counts, and sanitized error or warning codes.
 * Data not sent: form field contents, prompts, model outputs/results, raw error
   messages, visitor identifiers, saved provider secrets, billing secrets, or OpenRouter
   BYOK payloads.
 * Account required: a Sentient Forms site identity is required for telemetry sync
   and delivery.
 * Terms: https://sentientforms.com/terms
 * Privacy policy: https://sentientforms.com/privacy

Administrator-configured webhooks:

 * Service: the webhook URL entered by the site administrator.
 * Endpoint: the administrator-provided webhook URL.
 * When used: only when an administrator explicitly enables a post-execution webhook
   for an action.
 * Data sent: form entry identifier, local action context, action result, and configured
   webhook metadata needed by the receiver.
 * Account required: depends on the administrator-provided webhook receiver.
 * Terms: provided by the administrator-chosen webhook receiver.
 * Privacy policy: provided by the administrator-chosen webhook receiver.

Realtime Clarification Assistant:

 * Service: OpenRouter direct execution or Sentient Forms Managed Execution, depending
   on the selected provider path.
 * Endpoint: the same provider endpoint disclosed above for the selected execution
   path.
 * When used: only when an administrator maps the Realtime Clarification Assistant
   to a Gravity Forms form and enables realtime suggestions.
 * Data sent: visible field values collected before submission, realtime action 
   instructions, form metadata, selected model identifier, and request metadata 
   needed to return suggestions.
 * Account required: depends on provider path. OpenRouter requires an account/API
   key. Managed execution may require a Sentient Forms account.
 * Visitor disclosure: site owners should disclose realtime AI suggestions in their
   public privacy policy or form copy before enabling this feature, because selected
   in-progress field values can be sent before final submission.
 * Terms and privacy policy: the same provider terms and privacy policy disclosed
   above for the selected execution path.

No OpenRouter or Sentient AI execution request should be sent until an administrator
has configured and accepted the relevant provider disclosure. No telemetry event
should be queued or sent until an administrator opts in and a Sentient Forms site
identity exists.

## Screenshots

[⌊Review leads with A/B/C/Reject grades and rationale.⌉⌊Review leads with A/B/C/
Reject grades and rationale.⌉[

Review leads with A/B/C/Reject grades and rationale.

[⌊Review saved AI results in Gravity Forms entries and Submission Ledger records.⌉⌊
Review saved AI results in Gravity Forms entries and Submission Ledger records.⌉[

Review saved AI results in Gravity Forms entries and Submission Ledger records.

[⌊Tune Lead Scoring with site context and examples.⌉⌊Tune Lead Scoring with site
context and examples.⌉[

Tune Lead Scoring with site context and examples.

[⌊Track action runs by status, form source, entry, model, and result.⌉⌊Track action
runs by status, form source, entry, model, and result.⌉[

Track action runs by status, form source, entry, model, and result.

[⌊Map AI actions to supported Gravity Forms, Contact Form 7, WPForms, or Elementor
Forms forms.⌉⌊Map AI actions to supported Gravity Forms, Contact Form 7, WPForms,
or Elementor Forms forms.⌉[

Map AI actions to supported Gravity Forms, Contact Form 7, WPForms, or Elementor
Forms forms.

[⌊View setup state, providers, form sources, and recent runs.⌉⌊View setup state,
providers, form sources, and recent runs.⌉[

View setup state, providers, form sources, and recent runs.

## Installation

 1. Upload the `sentient-forms` folder to `/wp-content/plugins/`, or install the plugin
    through the WordPress plugin installer.
 2. Activate Sentient Forms in WordPress.
 3. Open the Sentient Forms admin screen.
 4. Connect OpenRouter for direct local-first execution, or connect Sentient Forms 
    Managed Execution if you want managed paid usage.
 5. Create or select an action, map it to a supported form, and run a test submission.
    Gravity Forms supports native workflows; Contact Form 7, WPForms, and Elementor
    Forms run after submission through the Submission Ledger. Elementor Forms requires
    Elementor Pro Forms APIs.

## FAQ

### Do I need a paid Sentient Forms account?

No. The plugin is intended to provide a functional direct path through your own 
OpenRouter credentials. Sentient Forms Managed Execution is optional.

### Does Sentient Forms receive my form data when I use direct OpenRouter execution?

No. Direct OpenRouter execution is performed from your WordPress site to OpenRouter.
Sentient Forms does not receive direct OpenRouter BYOK/free execution payloads.

### Can AI generate Site Context with OpenRouter free models?

No. AI-generated Site Context requires either Sentient Forms Managed Execution or
a configured paid, web-capable OpenRouter model because the generation step uses
public-site research. Free OpenRouter routes can still be used for supported form-
action workflows where the selected model and provider allow them. You can also 
write Site Context manually without any paid model.

### What data is stored locally?

The plugin stores local provider settings, action templates, custom actions, form
mappings, execution events, selected results, consent records, and migration records
in WordPress.

### Can I remove local data?

The plugin includes WordPress personal data export/erase integration for local execution
results that contain a verified email address. It also supports retention cleanup
for execution events and configurable uninstall behavior.

### Which form builders are supported?

Gravity Forms, Contact Form 7, WPForms, and Elementor Forms are supported. Gravity
Forms supports the full native path, including validation and realtime modes where
available. Contact Form 7, WPForms, and Elementor Forms run after submission through
the Submission Ledger. Elementor Forms requires Elementor Pro Forms APIs. CF7, WPForms,
and Elementor Forms do not support validation blocking, realtime suggestions, native
spam status, native entries, webhook suppression, or notification suppression in
this release.

### Where is the source for the compressed admin JavaScript?

See “Source” above and `assets/dist/SOURCE.md` in the package.

## Reviews

There are no reviews for this plugin.

## Contributors & Developers

“Sentient Forms” is open source software. The following people have contributed 
to this plugin.

Contributors

 *   [ TWP Technologies, LLC ](https://profiles.wordpress.org/twptech/)

[Translate “Sentient Forms” into your language.](https://translate.wordpress.org/projects/wp-plugins/sentient-forms)

### Interested in development?

[Browse the code](https://plugins.trac.wordpress.org/browser/sentient-forms/), check
out the [SVN repository](https://plugins.svn.wordpress.org/sentient-forms/), or 
subscribe to the [development log](https://plugins.trac.wordpress.org/log/sentient-forms/)
by [RSS](https://plugins.trac.wordpress.org/log/sentient-forms/?limit=100&mode=stop_on_copy&format=rss).

## Changelog

#### 0.9.0

 * Add Elementor Pro Forms after-submission actions through the Sentient Forms Submission
   Ledger.
 * Keep Gravity Forms-only validation and realtime limits explicit for site owners.

## Meta

 *  Version **0.9.1**
 *  Last updated **1 day ago**
 *  Active installations **Fewer than 10**
 *  WordPress version ** 6.8 or higher **
 *  Tested up to **7.0**
 *  PHP version ** 8.2 or higher **
 *  Language
 * [English (US)](https://wordpress.org/plugins/sentient-forms/)
 * Tags
 * [AI](https://mai.wordpress.org/plugins/tags/ai/)[automation](https://mai.wordpress.org/plugins/tags/automation/)
   [form automation](https://mai.wordpress.org/plugins/tags/form-automation/)[forms](https://mai.wordpress.org/plugins/tags/forms/)
   [openrouter](https://mai.wordpress.org/plugins/tags/openrouter/)
 *  [Advanced View](https://mai.wordpress.org/plugins/sentient-forms/advanced/)

## Ratings

No reviews have been submitted yet.

[Your review](https://wordpress.org/support/plugin/sentient-forms/reviews/#new-post)

[See all reviews](https://wordpress.org/support/plugin/sentient-forms/reviews/)

## Contributors

 *   [ TWP Technologies, LLC ](https://profiles.wordpress.org/twptech/)

## Support

Got something to say? Need help?

 [View support forum](https://wordpress.org/support/plugin/sentient-forms/)