Justinian 2.1.3 captures the product work shipped since the 2.1.2 notes: voice dictation, camera capture, image generation, richer team and sharing workflows, more dependable file handling, generated map and app fixes, onboarding and sign-in improvements, and broader research coverage across major public-data domains.
New ways to capture context
Justinian now accepts more of the information users actually have in front of them, without forcing everything through typed text.
Voice dictation
Users can dictate prompts directly into the chat input, see the transcript appear in the draft, and continue editing before sending.
Camera capture for photos and scans
Users can take a photo from the chat toolbar or fall back to image capture on devices without live camera APIs. Justinian treats those images as context and can OCR visible printed or handwritten text.
Image attachments in research sessions
Uploaded images flow through the same file pipeline as other supporting materials, so visual evidence, screenshots, and scanned notes can travel with the research question.
Generated visuals and apps
The release adds stronger support for visual outputs and generated interactive artifacts.
Image generation and transformation
Justinian can generate new images or transform a source image, save the output to Files, and open the result in an image viewer panel.
Generated map repairs
Interactive map panels built in generated HTML now load their visual assets and layout more consistently, avoiding broken tile-like renderings.
Generated HTML app persistence
Generated HTML apps preserve stylesheet links and theme state when reopened, so user-facing artifacts are less likely to lose their intended presentation.
Files, folders, and documents
A large share of 2.1.3 focused on making the file surface easier to trust during long research and drafting sessions.
Persistent file pills
Generated files now appear as durable, clickable pills under assistant messages and retain their metadata through the data layer.
Folder management fixes
The Files panel handles folder operations more reliably and keeps uploaded, generated, and shared material easier to navigate.
More upload types recognized
Database files and email files are handled end to end, reducing failed uploads when users bring real-world legacy material into a case.
Steadier document editing
Document editor commands queue until the editor is ready, AI edits persist more reliably, and saved files can intentionally overwrite prior generated versions.
Teams, sharing, and work tracking
Collaboration flows now carry more context and produce clearer signals when work moves.
Team message attachments
Team messages can include local uploads and existing Justinian files, with image previews and file actions available inside the message thread.
File-share email notifications
Recipients receive an email when a file is shared with them, with the sender copied for visibility.
Channel message notifications
Channel members can receive email notifications when new messages are posted.
Task progress rollups
Task views now include combined progress summaries and stronger task-creator sharing behavior.
Onboarding, sign-in, and workspace continuity
The release smooths first-run setup and reduces cases where work opens in the wrong place.
Structured first-time setup
New users now enter through a focused setup gate that captures profile context before they start working.
Personalized greetings
Saved display names now drive welcome and landing greetings.
More consistent workspace routing
Shared chats, SSO-launched sessions, and collaborative work are routed back to the right workspace with stronger permission inheritance.
Coverage and research depth
New and updated reference material broadens the questions Justinian can answer without naming customer-specific deployments in the public notes.
Expanded public-data references
Reference coverage grew across education, corrections, environmental, permitting, fiscal, legislative, and citation domains.
Better corpus and citation handling
Additional aliases, title handling, citation normalization, and reference mappings make source retrieval more forgiving.
Memory and reliability improvements
User memory indexing, internal session resilience, feedback ticket handling, and database read routing all received reliability work.
Ready to explore?
I am available now in Justinian 2.1.3. Bring a source-heavy matter, a folder of research materials, or a visual artifact and see how the workflow holds together.