Overview
This release introduces a series of foundational upgrades designed to make your experience faster, smarter, and more intuitive. From smarter query understanding and end-to-end search across Google Drive and Box to major performance improvements and robust bug fixes—this update lays the groundwork for deep, reliable, and scalable knowledge work.
New Features
Deep Research for Google Drive in Workflows
You can now directly search and reference Google Drive content—docs, slides, spreadsheets—within workflows. Both semantic and keyword search are supported, so whether you remember the filename or just the topic, Ayraa will surface the right document. Use cases include generating reports, building sales summaries, or sourcing prior research—without toggling tools.
Deep Research support for Box.com in Workflows
Teams using Box can now pull relevant content into workflows without manual switching. This includes files, folders, and nested documents.
Box support unlocks unified workflows for teams collaborating across multiple storage systems, streamlining search and reducing redundancy.
Deep Research support in Jira History in Workflows
You can now access the entire change log of any Jira issue via Deep Research. From initial creation to final closure, this timeline tracks status updates, assignee handoffs, comments, and QA checkpoints. This is critical for retrospectives, compliance, and understanding dev team velocity over time.
Enhancements
Natural Language Time Understanding
Ayraa now understands time the way you speak it. Whether you're searching for “Slack discussion from Sunday” or “Meeting with John from last week,” the platform intelligently parses and scopes results across your workspace. No filters or rigid formats needed—just ask as you would in conversation.
Enhanced Jira Query Accuracy
Jira results are now smarter, faster, and more contextually accurate. We've improved how complex queries are parsed, scored, and ranked—so users working across multiple boards, projects, or teams get the right results every time.
Index Visibility Transparency
Search results now clearly show how far back your connected apps are indexed. This helps teams understand what data is searchable—and prevents confusion when older documents don’t appear in results.
Interface Refinements
- Alphabetical Connector Sorting: Easier navigation when managing many app integrations.
- Meetings App Visibility: Now more prominently displayed in app selector.
- Consistent Drive Naming: Google Drive is now labeled uniformly across all touchpoints.
Bug Fixes
Workflows & Reports
- Resolved inconsistent results in Box and Drive workflows
- Fixed broken links and formatting issues in Jira Deep Research reports
- Improved reliability of Jira history reports
User Interface
- Corrected broken icons and special character formatting in collections
- Fixed display glitches in Assist, especially with ClickUp references
- Addressed alignment and hover states for interactive tooltips and cards
Admin & Backend
- Resolved issues with app connectors remaining active after being disabled
- Fixed disappearing collection folders after creation
- Ensured stability of Google Drive tools when editing existing workflows
Performance Improvements
Warm Cache System
We’ve introduced a warm-cache model that keeps your workspace intelligently “pre-loaded.” This significantly reduces loading times for common tasks and ensures up-to-date results without stale data.
Slack Response Latency Fixes
We fixed a known delay in Slack assistant conversations, especially for direct messages and multi-turn interactions. Replies are now significantly faster and more stable.
Security Updates
Enhanced Permalink ID Security
Our updated link architecture now offers improved tenant isolation and data protection. Shared links are scoped accurately and protected with stronger permission boundaries—ensuring your data stays private, even when content is shared across teams.
Closing
The platform is becoming truly fun to build. We hope you are enjoying these updates as much as we are in working on them!
P.S. Most of this was written using a Deep Research Workflow template for Release Notes.
