

“Compare AAPL and MSFT free cash flow margins over the last 5 years and flag any quarter where the gap inverted.”That’s a full Lab prompt. The thread streams a margin time-series chart, a side-by-side table with
tnum-aligned digits, a paragraph identifying the inversion quarters, and citations linking each margin number to the underlying 10-K or 10-Q. End-to-end: under a minute.
What ships in a response

On-demand UI
Charts, tables, metric tiles, timelines — whichever component matches the question. Real interactive components, not screenshots; hover, sort, drill in.
Cited paragraphs
Every figure anchors to a source — the exact filing, page, and section. Click to open the underlying document.
Persistent threads
Each session lives in its own thread. Come back tomorrow, the context is intact.
Slash-command workflows
Type
/ to invoke any Skill — your firm’s reusable research moves bound to a slug. See Skills.Threads
Each Lab session is a thread. Threads persist across sessions and live under your user account.- New thread — top of the sidebar
- Switch thread — click any thread in the sidebar list
- Rename thread — click the thread title and type
Thread content is private to your user. Org admins see aggregate activity counts on the Dashboard, never message bodies.
Citations
Every quantitative claim Lab makes links to a source — company, filing type (10-K, 10-Q, 8-K, transcript), filing date, and the specific section or table. For narrative claims, Lab reads the raw text and quotes verbatim where precision matters. See Citations and audit trail for how source-of-truth is generated and exported.Skills
Repeating workflows — DCF, comps, IC memos, earnings recaps, debt covenant checks — become Skills. Save the prompt once, invoke with/skill-name from any thread.