Tonic Textual release information

Learn about what’s in the latest Tonic.ai product releases.
v495
October 9, 2026

Textual now saves the dataset sort order between user sessions.

v494
October 7, 2026

Bug fixes and other internal updates.

v493
October 2, 2026

In self-hosted deployments, the Textual Agent JavaScript sandbox tool is now optional.

v492
October 1, 2026

Bug fixes and other internal updates.

v491
September 29, 2026

Textual now supports .pptx files.

For datetime entity types, the synthesis configuration now includes an option to synchronize the shifted values with Structural. In Structural, the columns must use the Day date part. The base seeds and shift ranges in Textual and Structural must also match.

2-series Mastercard numbers are now detected as CREDIT_CARD

Textual now detects “ma’am” and its variants as gender identifiers.

Fixed an issue where Textual could not redact PDFs that contained XFA content.

v490
September 15, 2026

Fixed blank or incomplete PDF redaction and synthesis output for documents containing inline images.

Custom model entity types can now use multiclass LoRA models, allowing one imported model to identify multiple entity labels while preserving existing single-label model behavior.

Added an opt-in tenant-fair background job scheduling policy for multi-tenant deployments. When enabled, worker capacity rotates across organizations within each job type. This ensures that one organization with a large backlog cannot indefinitely delay work from others. First in first out (FIFO) remains the default, and jobs within each organization retain FIFO order.

v489
September 10, 2026

Fixed white gaps in V1-redacted PDFs.

v488
September 10, 2026

Fixed dataset-by-name API requests to return HTTP 404 for missing datasets and improved Python SDK dataset listing reliability during concurrent deletions.

Upgraded the Solar.Py transformers to 5.10.1.

Improved Textual security by updating a machine-learning dependency.

Improved cleanup of expired PDF previews and added optional cleanup on API startup with SOLAR_PDF_PAGE_CACHE_PURGE_ON_STARTUP=true.

v487
September 5, 2026

Bug fixes and other internal updates.

v485
September 1, 2026

You can now filter a dataset file list based on the file scan status (scanning, scanned, or failed).

When users start a bulk re-scan, Textual now displays a confirmation dialog that outlines the impact of running the scan, including the word usage and OCR consumption.

From the file preview, you can now:

- Add manual redactions to Word documents.

- Ignore specific entity instances in text and Word documents.

v484
August 26, 2026

Bug fixes and other internal updates.

v483
August 26, 2026

Textual now uses a new detection model, visionary-field-186, to detect entities in English. The updated model also adds detection for the following entity types:

  • Account Number (ACCOUNT_NUMBER)

  • Driver's License Number (DRIVERS_LICENSE_NUMBER)

  • Vehicle ID (VEHICLE_ID)

v482
August 25, 2026

Fixed PDF download resilience under load.

Fixed an issue with dataset file searches that contained underscores, percent signs, or backslashes.

Files are now automatically re-queued for rescan when a dataset's block list changes.

v481
August 21, 2026

Unsupported audio and video files added to datasets now show a clear explanation instead of an internal service-registration error.

For form label mapping, reduced false positives and fixed an issue with the redaction areas for manually drawn boxes.

v480
August 20, 2026

Fixed style detection for large PDF documents.

Fixed PDF synthesis to preserve visible text colors when documents contain transparent searchable text layers.

Fixed form values disappearing from some de-identified PDF previews and downloaded files.

Fixed an issue where zooming in on a PDF or image file preview clipped the left edge of the page and prevented scrolling to it.

When a user changes their password, Textual now signs the user out all of their active sessions.

Licensed customers can now continue to perform redaction actions after they exceed their allotted word count.

v479
August 18, 2026

Bug fixes and other internal updates.

v478
August 15, 2026

Fixed issues with missing content and white strips in generated output and previews for rotated PDFs that are processed with the V1 PDF synthesis policy.

Download selected dataset files - On the Project files page of a dataset, you can now select individual files and then click Download selected to download only those files into a single ZIP archive. Your selection is preserved as you filter, sort, and page through the file list.

The preview for a PDF file now scrolls continuously through the document's pages. Instead of clicking a page thumbnail, you can scroll from one page to the next. As you scroll, the page indicator, the highlighted thumbnail, and the page shown in the URL follow along. You can still click a page thumbnail or a pagination arrow to navigate the preview to that page.

v477
August 14, 2026

Fixed PDF previews that could show unexpected white gaps when documents contained JPEG 2000 images.

Fixed an issue that occurred with downloaded TIFF files when the replacement text did not fit within a redacted area.

v476
August 11, 2026

Improved reliability for concurrent PDF downloads and redactions.

Fixed image redaction so multipage TIFF downloads redact every intended page while preserving the source encoding, color depth, and orientation of every page.

Updated Textual's AWS integrations to AWS SDK for .NET V4 after V3 entered maintenance on March 1, 2026 and reached end-of-support on June 1, 2026. No new Textual environment variable or Helm value is required; before upgrading, deployments must retain only the intended AWS credential source, ensure each client can resolve a Region, use IMDSv2 with metadata response hop limit 2 when Docker relies on instance metadata, and allow regional AWS STS and S3 endpoints.

  • Added Spanish-, Malay-, and German-aware PDF synthesis that identifies sensitive values in each language and preserves language-specific font styling and text fit.

  • Added Italian-aware PDF synthesis that identifies sensitive values in Italian and preserves Italian font styling, accents, date conventions, and text fit.

  • Improved PDF text fitting for accented characters and typographic punctuation by measuring their actual font advances and kerning.

v475
August 7, 2026

Fixed an issue that prevented some valid PDF files from uploading.

v474
August 5, 2026

Improved generation performance for text, HTML, and JSON files that have non-standard date formats.

The Tonic MCP server now supports the ability to list and redact dataset files. The tools include options to configure the redaction, such as setting the entity type handling options, allow and block lists of specific values, and settings for specific file types.

v473
August 4, 2026

Fixed an issue where a call to start_file_redaction returned unredacted JSON files.

v472
August 3, 2026

Form label mapping - In a form label mapping, you map labels in uploaded PDF forms to entity types. For example, you might map the label Government ID to the SSN entity type. After you set up a mapping, you can attach it to datasets. When Textual detects a mapped form label in a dataset PDF file, it identifies the corresponding value as the mapped entity type.

v471
July 31, 2026

Users can now export model-based entity types without the test and training data. When these exported types are imported into another instance, they can be used in datasets but cannot be edited.

v470
July 31, 2026

Fixed downloads of redacted TIFF images to preserve each page's original bit depth and compression, including CCITT Group 4.

v469
July 30, 2026

Updated the Textual ML and RoBERTa services to include the latest PyTorch security fixes.

Fixed multilingual PDF processing with Vertex AI so it can use its own model and endpoint without changing model-based entity detection.

v468
July 28, 2026

Fixed an issue where dataset PDF and image file previews and downloads could display Guided Redaction reference code labels on top of the redaction boxes. Reference codes are now rendered only in Guided Redaction output.

v467
July 24, 2026

After a file is rescanned, the entity details popup panels on PDF file previews now correctly display the current original value.

Added support for detecting sensitive values in PDF files that contain Mandarin Chinese (Simplified Chinese).

Added LLM-based sensitivity identification and language-preserving synthesis for typed and scanned PDFs that contain Hong Kong Traditional Chinese, including documents that contain a mix of Chinese and English. Requires that an LLM and Azure Document Intelligence are configured.

Added sensitivity detection and value synthesis for PDF files that contain content in Cantonese.

v466
July 24, 2026

Bug fixes and other internal updates.

v465
July 22, 2026

Bug fixes and other internal updates.

v464
July 22, 2026

Improved the security of machine-learning document processing by updating vulnerable image and model dependencies.

v463
July 17, 2026

Bug fixes and other internal updates.

v462
July 17, 2026

The Textual MCP server now supports the ability to redact text, HTML, and JSON strings. You can also specify custom entity types to include.

v461
July 17, 2026

Fixed blank XFA form values in PDF previews and downloads.

Fixed PDF dataset file previews so that numeric option labels next to form checkboxes are no longer misclassified as phone numbers or displayed with overlapping redaction boxes.

Fixed an issue where, after a custom entity type was enabled or disabled for a dataset, the Scan files to apply changes banner did not display until the page was refreshed. The banner now appears immediately.

Improved the dataset file preview for large text files. Previews now load in small character-based pages with infinite scrolling. This allows large .txt files, including single-line files, to open quickly instead of failing to load.

v460
July 15, 2026

Bug fixes and other internal updates.

v459
July 15, 2026

Bug fixes and other internal updates.

v458
July 14, 2026

Added support for Azure when using OpenAI provider.

Fixed an issue that occasionally blocked users from reviewing test files for a model-based entity type.

Using color to identify the entity type handling option - In the dataset file previews for text files only, Textual now highlights detected entities based on the entity type handling option:

  • Purple for redacted values

  • Blue for synthesized values

  • Gray for ignored values

The legend in the file toolbar identifies the colors. From the legend, you can show or hide the highlighting for entity values for each handling type. You can still click the values to change the handling option. Textual remembers these settings across files and sessions.

Confidence score thresholds for custom entity types - For each custom entity type in a dataset, you can now set a minimum detection confidence score. On the dataset details, the new Confidence Thresholds tab displays the distribution of confidence scores for each custom entity type. It includes a slider to select the cutoff. Textual ignores detections that score below the threshold. Those values are not redacted or synthesized. The change is applied immediately and does not require a file rescan. In the file preview and entity catalog, ignored detections remain visible, but are marked as Ignored.

On a dataset's Files page, you can now upload files by dragging and dropping them anywhere on the page. This works both for new datasets and for datasets that already contain files.

v457
July 10, 2026

Fixed an issue where individual signature detections could not be ignored in PDF previews and downloaded files.

Improved support for synthesizing times.

Fixed an issue where when you added a manual redaction to a dataset file, the Entity Type dropdown only listed built-in entity types. You can now also select any custom entity type that is activated for the dataset.

The Request Auditor now supports Redact API requests for JSON and XML.

Users are now automatically signed out after a configurable period of inactivity.

v456
July 8, 2026

Textual now provides initial support for an MCP server on both Textual Cloud and self hosted instance. This initial version of the MCP server supports creating datasets and uploading files.

Improved entity detection for Hebrew language

Fixed an issue where an incorrect permission check blocked authorized users from viewing the entity types page.

Updated OpenAPI and transformers dependencies to remediate known vulnerabilities.

v455
July 8, 2026

Improved Snowflake app reliability for high-concurrency redaction workloads by returning retryable throttling when request concurrency exceeds service capacity.

v454
July 7, 2026

Bug fixes and other internal updates.

v453
July 7, 2026

Request Auditor - The new Request auditor allows you to review the quality of the entity detection in redaction requests to the Python SDK or REST API. It uses an LLM to detect entities in sample subset of the requests and then compares the LLM results to the original detection results. You then review requests that score at or below a configured threshold to see what was missed in the original detection. Textual automatically removes requests based on a configured expiration. The Request Auditor replaces the Request Explorer.

v452
July 7, 2026

When you enable a custom entity type for a dataset, you can now choose which type to use when a value matches both the custom type and a built-in type. You can either:

  • Always use the custom type.

  • Use the type that has the highest confidence score.

v451
July 6, 2026

Fixed an issue where users who did not have permission to edit dataset settings saw an invalid error when they uploaded files.

On self-hosted instances, admin users can now generate password reset URLs to send to users.

v450
July 2, 2026

Fixed an issue where users who were granted the Edit File Redactions permission but not the View Settings permission could not view the dataset file list or the CSV header options.

v449
July 1, 2026

A new dataset permission, Edit File Redactions, controls whether a user can add or remove manual redactions in a dataset file. The permission is automatically granted to the built-in Editor dataset permission set. Previously, the manual redaction option was controlled by the Edit Dataset Settings permission.

v448
July 1, 2026

Fixed PDF previews and downloads so changing a dataset to the new PDF synthesis mode regenerates cached PDF pages with the updated synthesis mode.

v447
June 30, 2026

Updated the Textual ML service dependency set to include an aiohttp security patch.

v446
June 26, 2026

Bug fixes and other internal updates.

v445
June 24, 2026

Improved the consistency of generated names within a document.

v444
June 24, 2026

Administrators can now restore access to revoked users.

Fixed an issue where dataset sensitivity information requests timed out while summarizing datasets with large sets of sensitivity results.

Fixed an issue where the Datasets page included links to datasets that the user could not display because they did not have access to them.

Added a sortable Last Updated column to the Entity Types page.

On the Guidelines Refinement page for model-based entity types, the file review now provides a comparison of the established test data values with the values detected by the guidelines version. Values are either true positive (detected in both), false negative (in the established values but not detected by the guidelines version), or false positive (detected by the guidelines but not in the established values).

v443
June 19, 2026

Under PDF Settings, changed the label for the V5 option back to New PDF synthesis mode (experimental).

Updated Textual ML and Roberta images to use patched ML dependencies.

v442
June 18, 2026

Fixed issues with rendering synthesized font and currency values in PDFs.

For datasets that connect to Amazon S3, you can now use an assumed role for authentication.

Fixed an issue where an overly restrictive permission check blocke users from activating custom entity types in a dataset.

v441
June 16, 2026

Improved name generation quality and consistency by ignoring leading and trailing punctuation.

v440
June 15, 2026

Pre-trained entity type library - From the Entity Types page, you can now import entity types from a set of pre-trained types.

v439
June 11, 2026

We've redesigned the entity types page. Custom entity type creation now starts with a wizard-style panel to select the type (regex-based or model-based) instead of a dropdown list of types. For model-based types, the page displays the current status for each step in the creation process, which you can use to jump to a specific step. From the new page, you can also display a read-only list of the built-in entity types.

Fixed an issue with sorting the Entities catalog based on the transformation type.

On the file preview for datasets, you can now display the original and redacted versions of the file side by side.

v438
June 10, 2026

Improved f_model font coverage, accuracy, and inference speed.

v437
June 9, 2026

Fixed an issue where on the file preview, you could not change the handling type from Ignored.

v436
June 5, 2026

Dataset audit log - On the dataset details page, the new Audit Log tab tracks new and deleted datasets, changes to the dataset configuration and file list, and downloads of files. Each entry includes the timestamp, user, action type, and action details. Access to the Audit Log tab is controlled by a new dataset permission. From the Audit Log tab, you can download the log.

Improved the performance of PDF processing on textual-ml containers.

Fixed an issue with scrolling on the custom entity types page.

v435
June 4, 2026

Fixed an issue where very large text-detection requests with heavily escaped characters could fail before entity detection completed.

You can now configure synthesized age values to be shifted by the same amount across an entire file.

v434
June 3, 2026

Bug fixes and other internal updates.

v433
June 1, 2026

Bug fixes and other internal updates.

v432
June 1, 2026

Bug fixes and other internal updates.

v431
May 29, 2026

Added configuration to send server-side encryption headers for uploads to Textual's internal S3 bucket.

v430
May 27, 2026

Bug fixes and other internal updates.

v429
May 26, 2026

Fixed an issue with configuring the encryption keys to use for the Amazon S3 connection for a dataset.

When you filter the Datasets list, Textual now preserves the filters when you go to another page and then return.

v428
May 21, 2026

Improved performance and quality of synthesis for dates and dates of birth.

Fixed ordinal-only date synthesis so repeated detected ordinal dates are replaced consistently and generated suffixes such as 21st, 22nd, and 23rd are formatted correctly.

v427
May 21, 2026

Fixed XML redaction for xml:space attributes.

Fixed date replacement for unusually long extracted date values so that de-identification no longer fails during date conversion.

v426
May 20, 2026

Bug fixes and other internal updates.

v425
May 19, 2026

Fixed an issue with tables in .docx files not rendering previews correctly.

Fixed signature detection failures on oversized PDF pages.

Fixed V1 PDF image redaction colorspace failures.

For Okta SSO, Textual can now support the authorization code flow with PKCE. To enable this flow on a self-hosted instance, set SOLAR_SSO_OKTA_USE_PKCE=true. For the Cloud SSO configuration, check the Use PKCE flow checkbox..

Fixed an issue where PDF de-identification could fail while detecting styles for documents with large word payloads.

Improved PDF redaction style detection for documents that reference non-embedded fonts.

v424
May 15, 2026

Make PDF stitching tolerate missing font resources.

v423
May 13, 2026

Added support for custom CA certificates.

v422
May 11, 2026

Fixed a dataset file preview issue where the first row of a CSV file was not visible.

For easier navigation, when you preview a dataset file, Textual now displays the main dataset details tabs.

v421
May 8, 2026

Improved PDF table entity detection consistency so sensitive values in tables are classified more reliably across repeated scans.

When you use a Helm chart to install Textual, you can now set a custom database schema for the application database.

Fixed an issue with the scrolling for dataset file previews.

Fixed an issue where the Creator filter for custom entity types did not work.

Improved PDF de-identification font matching for text-backed redactions.

v420
May 6, 2026

Copying settings from another dataset - On the dataset details page, a new Import Settings option allows you to copy the project and entity type settings from another dataset. You cannot copy settings from a dataset that you do not have access to.

The Date Truncation generator is now available as a synthesis option for all datetime entity types. Previously it was only available for birthdates.

On a self-hosted instance, you can now use environment variables to customize the schema name for the Textual application database. You can also configure whether to automatically create the schema if it does not exist when Textual starts.

Fixed an issue with pagination for model-based custom entity types.

Fixed an issue with the dataset file preview for CSV files.

Fixed an issue with deleting PDF redactions in a guided redaction project.

v419
May 4, 2026

Improved NER benchmark report provenance diagnostics.

Updated the file preview for JSON output datasets to include a view of the JSON output.

v418
April 30, 2026

Redesigned the file preview for datasets.

v417
April 29, 2026

Bug fixes and other internal updates.

v416
April 28, 2026

Users can now configure Amazon Bedrock as an LLM to use for the Textual Agent.

v415
April 24, 2026

Bug fixes and other internal updates.

v414
April 21, 2026

Bug fixes and other internal updates.

v413
April 21, 2026

Bug fixes and other internal updates.

v412
April 20, 2026

Textual Agent - The new Textual Agent provides an AI-based chat interface to Textual datasets. You can ask questions about the dataset data and detected entities, and configure entity type handling.

v411
April 20, 2026

On the Datasets page, the Creator filter now always displays the current user at the top of the list.

v410
April 17, 2026

Added an option to export an individual model-based custom entity type to an encrypted file. When you export the entity type, Textual provides the decryption key for you to copy. You can then import the entity type into another instance. When you import the entity type, you provide the decryption key. The imported entity type is inactive by default, regardless of its status in the original instance.

v409
April 16, 2026

For zip codes, the synthesis configuration now includes options to truncate zip codes to the first 3 digits, and to replace foreign zip code values with zeroes.

Fixed a guided redaction issue where deleted files were not immediately removed from the file list.

For all entity types, the synthesis configuration now includes an option to provide a single constant replacement value. When you provide a constant value, Textual ignores any entity type-specific synthesis configuration. It does respect mappings of specific original values to replacement values.

v408
April 15, 2026

Fixed an issue with searching for a user to grant permission set access to.

For the Date of Birth entity type, when you choose to synthesize values, you can now select whether to use the Date Shift Generator, which was previously the only option, or the Date Truncation Generator. For the Date Truncation Generator, Textual always sets the month and day to January 1. If the original year is less than 90 years ago, then Textual keeps the original year. If the original year is 90 or more years ago, then Textual sets the year to the current year minus 89.

For the Age entity type, when you choose to synthesize values, you can now select whether to use the Age shift generator, which was previously the only option, or the Passthrough or group age generator. For Passthrough or group age, if the original age is less than 90, then Textual keeps the original age. If the original age is 90 or older, then Textual sets the age to 90+. This is to meet HIPAA Safe Harbor requirements.

v407
April 9, 2026

For the Snowflake integration, the redaction can now include model-based custom entity types. The custom entity types are created and configured in Textual.

v406
April 2, 2026

Improved accuracy for Spanish and Dutch when using multilingual deployment.

Changing the enabled custom entity types in a dataset is now included in the dataset version history.

When you download guided redaction files to a single PDF, you can now choose to add page numbers.

v405
March 31, 2026

Bug fixes and other internal updates.

v404
March 30, 2026

Users can now view a history of changes to a dataset, and restore the dataset to a previous version.

When you export files from a guided redaction project, you can now include:

  • Footer text
  • A watermark
v403
March 24, 2026

Bug fixes and other internal updates.

v402
March 20, 2026

Bug fixes and other internal updates.

v401
March 18, 2026

Bug fixes and other internal updates.

v400
March 18, 2026

Bug fixes and other internal updates.

v399
March 18, 2026

Improved PDF redaction stability so repeated processing produces consistent output.

Improved the LLM used to detect key-value pairs in PDF files.

v398
March 17, 2026

Bug fixes and other internal updates.

v397
March 16, 2026

Fixed complex HTML redactions so synthesized email and phone replacements preserve surrounding markup and no longer produce broken HTML fragments.

v396
March 14, 2026

For CSV files in a dataset, from the file preview, you can now configure entity type handling for entire columns. A column might be structured and sensitive, structured but not sensitive, or unstructured. Structured columns contain a single consistent type of value, such as a name, date, or number. For unstructured columns, such as a description or notes, the values can contain multiple entities of different types, and must be scanned individually. Note that this only applies to CSV files that are added to a dataset after this release. Existing CSV files are not affected.

Fixed HTML replacements so that inline breaks such as `
` do not pull adjacent text into phone and email replacement values.

Fixed HTML report mappings so that spanning HTML replacements keep their surrounding markup in report values.

Added an optional phone metadata flag to preserve US prefixes such as `(855)` or `1 (234)` during synthesis.

v395
March 13, 2026

Bug fixes and other internal updates.