What's New at Liminal

Reports — Sharing and downloads

Share any Research Report with teammates directly from the Research page. Recipients get in-app and email notifications with a link. Enterprise customers can also download reports for board decks and internal circulation.

Monitor — Event details and sharing

Every event now has a dedicated URL and detail page for deep linking, and all events are shareable, including those without related pages. Title keyword search also moves to the first filter position.

Monitor — Parent use case assignment

Events are now categorized under parent use cases, making it easier to filter by the strategic themes that matter to your team. A new use-case filter lets you cut through noise faster. Existing saved filters are preserved.

Custom Analysis

Detail drawers in Custom Analyses now surface domain context, associated use cases, and sub-vertical breakdowns inline, so you can explore related intelligence without leaving your workflow.

Custom Analyses: Insights, Domains, and Verticals as related objects:

Custom analyses now connect to the market context behind them — so your strategic research links to the companies, products, and use cases that matter. Domain context opens inline without breaking your workflow, and Space cards show how much analysis lives in each Space.

AI Copilot: Structured context and Custom Analysis grounding

Team Spaces chat now groups content by type and includes Custom Analyses in the context window, so answers are grounded in your team's research.

AI Copilot: Thread management

Rename chat threads, browse past conversations with message previews and paginated retrieval, plus refreshed empty states and icon consistency.

Team Spaces: Collaborative intelligence workspace

Command now supports shared, persistent workspaces where teams build intelligence together. Create Analyses as first-class knowledge objects with rich-text editing, inline commenting, reactions, and direct links to companies, products, use cases, and events in the Living Graph. Role-based permissions, real-time activity feeds, and @mentions keep teams aligned.

Team Spaces: AI Copilot

Every Team Space includes a built-in AI Copilot that answers natural-language queries across everything in the Space, including your team's analyses, saved companies, reports, and events. Responses are synthesized in conversational prose with citations. The Copilot references only what is in the Space. No external data. No hallucination.

Insights Agent: Agentic event correlation

An agentic layer on top of Monitor automatically correlates three or more related market events to surface patterns, momentum, and competitive dynamics. The agent queries across entities, funding rounds, product launches, use cases, and regulatory signals, then generates insights verified by the Analyst Desk before they reach your feed. Browse insights on the new /insights page with filtering by universe, domain, and vertical.

Insights Agent: Company-specific framing

Each insight includes a personalized layer that translates market-level patterns into what they mean for your organization, with recommended actions tailored to your competitive position. Two customers viewing the same insight see different strategic framing. Insights can be added to Team Spaces and queried by the AI Copilot.

Monitor filtering and search

Search event titles by keyword or filter by use case taxonomy. Filter states now persist across saved Monitors and subscriptions, so alerts only trigger when new events match your full criteria.