Reasoning, sources, and rejections — all on file.
Type 'Should HPE settle, push, or walk on the $14B Juniper deal?' and Deep Research decides what to investigate — DOJ remedies, Mist AI moat, divestiture cost, runway impact. You commission. It reasons.
Every claim shows its sources. Every conclusion shows its reasoning. Every rejected hypothesis is logged. Defensible to a partner, a board, or a regulator.
The moment the verdict lands, Greatars Slides opens a deck, Image opens the chart, Doc opens the memo — same evidence, same numbers, ready to present.
DOJ has filed antitrust suit six days before closing on the $14B Juniper acquisition. Settle, push, or walk?
Settle with the Instant On WLAN divestiture. The Mist AI Ops portfolio is the prize, not WLAN hardware; walking gives Cisco an unobstructed runway.
Cursor crossed $100M ARR. Should we double down on enterprise AI IDE, expand horizontally, or stay individual-focused?
Double down on enterprise AI IDE. The defensible moat is agent workflow + IDE integration, not the underlying model.
We're committing to a foundation model architecture for our next 18 months. State of reasoning-augmented models as of mid-2025.
Bet on reasoning-augmented models with explicit tool-use integration. The pure-scale era is over; depth-first models with structured reasoning dominate the Pareto frontier through 2026.
From a one-line brief to a defensible verdict — five steps, each leaving an artifact you can audit.
Brief in. Verdict out. Audit every step in between.
Numbers above illustrate a typical run; actual counts vary by brief complexity.
Most tools answer a question. Deep Research takes a business outcome and decides which questions to ask. Every position comes with the reasoning chain and rejected alternatives, not just a summary.
Yes. Connect your data room, internal wiki, or document store, and Deep Research will treat them as first-class sources alongside the public web — with the same citation discipline.
It keeps running. Each Deep Research task is a long-running agent session; you'll get a notification when the position is ready, and the full reasoning trail is preserved.
Hand over the outcome. Get the position, the reasoning, and the receipts.
Start a research brief