What’s in a brief
Every brief is one rep, one date range, eight sections. All sections auto-generate from the rep’s Buyer Spaces, recordings, transcripts, and Handoff Briefs.1. Quarter at a glance
1. Quarter at a glance
Closed-won / closed-lost / in-pipeline counts, ARR booked, win rate, average deal size, and a one-line comparison vs the prior period. Numbers come from buyer_spaces.closed_at falling in the selected window — never an AI guess.
2. Wins
2. Wins
3-5 closed-won deals featured. Per deal: deal value, close date, “why we won” pulled verbatim or paraphrased from prospect transcripts, and a transferable lesson the rep can apply to the next deal.The AI ranks by strategic value, not by dollar amount — a small deal that taught you something is more useful in a QBR than a routine large win.
3. Losses
3. Losses
1-3 closed-lost deals featured. The “why we lost” lines are honest and specific. Not “no budget” — what really happened in the discovery, who blocked, what the seller would do differently. This is the section that builds trust with managers.
4. Active pipeline
4. Active pipeline
Current open Buyer Spaces. Per deal: stage, deal value, expected close date, last engagement summary (when the prospect last viewed / commented / signed), concrete next step with owner.
5. At risk
5. At risk
Buyer Spaces with declining engagement signal — no view in 14+ days, MAP actions overdue, champion left the company, etc. Each entry has a specific risk reason and a proposed rescue plan.
6. Patterns + lessons
6. Patterns + lessons
Themes that tie multiple deals together. “Three of your lost deals stalled at security review — pre-engage IT teams during discovery rather than after technical demo.” 2-4 items ranked by what’s most useful for the rep going forward. Quality over quantity — if the quarter’s small, this section is short.
7. Talking points
7. Talking points
Short, conversational lines the rep reads out loud during the QBR. Less than 25 words each, written casually. Topic + point format so the rep can scan during the meeting.
8. Manager's likely questions
8. Manager's likely questions
The 2-3 hardest questions the manager will probably ask, with a preempt for each. “Why did the Acme deal slip?” + the context the rep should have ready. Walks the rep into the meeting prepared instead of caught flat-footed.
Generating a brief
Click + Generate brief
Pick a date range. Quick presets for last 30 / 60 / 90 days and last 6 months. Default = last 90 days. Sellers can also pick custom dates for half-year reviews or “since my last QBR” ad-hoc rollups.
Wait 20-40 seconds
The AI reads every Buyer Space + linked recording + Handoff Brief in the window and synthesizes the eight sections.
Read in detail view, edit if needed
Every section is editable. Hand-edits live in a separate
overrides_json field, so re-generating the brief after adding new deals doesn’t clobber your manual corrections.Present from it during the QBR
Click Present for full-screen Presenter mode. Arrow keys / spacebar advance. Esc exits. One section per “slide” — no slide-deck exports needed for V1.
Cross-rep access for admins
Admins and Global Admins can read any teammate’s QBR brief in their company. Cross-rep reads and writes are logged in your audit trail (admin.cross_rep_read / admin.cross_rep_write) so reps can see when a manager has reached into their brief.
Admins can also generate a brief on behalf of a rep — useful for managers prepping coaching context before a 1:1. Admins cannot edit a teammate’s overrides; that preserves attribution clarity (“this is what Sarah said about her quarter,” not what her manager re-wrote).
What’s NOT in V1
- Forecasting next quarter. AI forecasting on a per-rep, single-quarter sample size hallucinates badly. We’d ship a confidence-killing feature. Backwards-looking facts only for V1; forecast is on the roadmap once we have enough deal volume per rep to train well.
- Manager team rollup. Per-rep V1; team rollup is V2 (~3 days more, building when asked).
- Slide export (PowerPoint, Google Slides). The Presenter mode + PDF cover the in-meeting and asynchronous share use cases. Slide export is V3 if customers explicitly ask.
