QBR automation
QBR automation: from spreadsheet to review-ready narrative
Quarterly business reviews shouldn't take a quarter to prepare. Upload the KPIs you already track and get an executive summary and deck that accurately reflect performance.
Generate a QBR-style deck from sample quarterly revenue data.
The problem
Sound familiar?
Every team builds QBRs differently
Each quarter, each team reinvents the format. Inconsistent decks make cross-team review slower and comparisons unreliable.
The narrative lags the data
By the time slides are assembled and the story is written, the quarter under review is already old news.
Summaries that overstate or understate
Hand-written QBR narratives drift from what the numbers actually say — in either direction.
How it works
Three steps, minutes of work
Upload quarterly KPIs
Revenue, margins, engagement, retention — quarterly or weekly granularity, CSV or Excel. Structure is detected automatically.
Confirm what the quarter means
Review the AI's reading of your KPIs and correct domain-specific interpretations before generation.
Run the review, not the formatting
Get a consistent, executive-ready QBR deck where the narrative matches the numbers. Teams comment in place, and next quarter's edition can refresh itself from the same linked source.
Slide 2 of 8
Revenue momentum: MRR up 42% across H2
MRR · Dec 2024
$125,550
Verified · row 24Churn · Dec 2024
1.8%
Verified · row 24Every figure on this slide traces to a cell in the uploaded file — validated in code before export.
QBR narratives are generated only after you validate the AI's understanding of your KPIs — and every figure in the output is verified against your uploaded file.
Real output
A qbr automation deck this produced
Generated from 12 quarters of e-commerce revenue, margin and CAC under the Quarterly business review preset — unedited, with every figure validated against the source file.
Sustained growth, expanding margins, and efficient acquisition
Revenue grew 193% over 12 quarters, reaching $5.09M in Q4 2024
Gross margin climbed to 43.1%, up 4.6 pp since Q1 2022
CAC fell 38% while AOV and conversion rate hit new highs
Revenue nearly tripled in three years
Revenue up $3.35M since Q1 2022, reaching $5.09M
Average quarterly growth of 10.3% compounded
Q4 2024 marked the highest single-quarter revenue to date
Revenue grew from $1.74M to $5.09M, compounding at 10.3% per quarter.
FAQ
QBR automation — common questions
What data do I need for an automated QBR?+
A CSV or Excel export of the KPIs you already track — quarterly revenue and margins, weekly engagement and retention, or similar. The included e-commerce and product-engagement samples show typical structures.
Can InsightNarrative handle both quarterly and weekly data?+
Yes. Time granularity is detected deterministically during parsing — quarterly, monthly, and weekly series are all supported, along with snapshot and multi-series formats.
Does the QBR deck export to PowerPoint?+
Yes — a standard PPTX with native charts, insights and an executive narrative, ready for the leadership table or further editing. You can also export PDF, Word, Markdown or Google Slides, share a live link, or download an Excel workbook tracing every figure to its source.
Put verified AI reporting to the test
Upload your data and check the output against your own spreadsheet. Every number in the deck is validated in code — that's the point.