Major Platform Release: AI Intelligence & Reliability
TL;DR: Agent ROI v2 data layer is live, AI assistant capabilities are dramatically improved with 72 action descriptions rewritten, and platform reliability is hardened across 20+ bug fixes.
Agent ROI v2 (Backend Ready)
The new Agent ROI data layer is now queryable via the API and the AI assistant:
- AI spend data across OpenAI, Anthropic, and GitHub Copilot
- Billable rates and model cost breakdown
- Inactive member tracking and adoption targets
- External spend summary and dashboard widgets
Note: Dashboard UI ships in the next frontend release.
AI Assistant Capability Expansion
The assistant now works correctly with 72 rewritten action descriptions and improved tool selection:
- Competitor management — Add, list, and restore competitors via conversation. Changes show immediately.
- Teams meeting transcripts — Retrieve transcripts by providing the meeting name or subject (no need for internal IDs).
- Notion flexibility — Database IDs can now be provided as URLs. Not-found errors now explain what to do next.
- Google Meet recordings — A meeting with no recording returns a clear message rather than a system failure.
- Intelligent search fallback — When searching a connected integration, the assistant tries alternative phrasings if the first query returns nothing.
- Wrench data queries — When asked about Wrench data, the assistant uses built-in tools instead of attempting to browse the app.
- Assistant deduplication — Creating an AI assistant with the same name twice now returns the existing assistant instead of creating a duplicate.
Platform Reliability Fixes (20+ bugs)
Major fixes addressing critical data integrity and user experience issues:
- Competitor additions and removals now appear across the platform immediately
- Plugin LinkedIn profile data routing corrected for multi-tab workflows
- Creative library pagination now computes totals from the full library
- Lead score results now appear immediately after new model runs
- Contact source breakdown now computes correctly for accounts with multiple imports
- Payments (renewals and upgrades) now update subscription status correctly
- API key authentication now works for external tools (Claude, automations)
- Quick-start prompts on new assistants now save correctly
- AI assistant icons no longer show as broken images during setup
What This Means for You
Sales & Marketing Teams: Your AI assistants are now more capable and reliable. Competitor management is faster, and Notion workflows are more forgiving.
Leadership: Agent ROI data is now available and queryable, enabling better decisions about AI investment and adoption.
Operations: Platform stability is improved with 20+ data integrity and workflow fixes deployed.