The time needed to turn a KPI spreadsheet into a brand-compliant deck is rarely measured precisely — yet formatting, charts, and commentary easily absorb half a day to a full day per report.
Automate quarterly business reviews without losing CFO-level rigor.
Every quarter, your finance, sales, and operations teams produce their reporting decks. Each deck: 3 to 5 hours of formatting, repeated quarter after quarter. Here's how Paul brings that time to 30 minutes — without sacrificing a single figure.
The hidden cost of quarterly reporting
How much time does quarterly reporting actually consume in your organization? The cumulative calculation is often underestimated:
The ritual repeats four times a year, without exception. No economies of scale, because new data requires new charts and commentary every cycle.
Finance, sales, operations, HR, marketing — each business unit produces its own deck. Multiply by 5 or 10 units.
The cumulative total is often underestimated. At mid-market scale, quarterly reporting mobilizes several person-weeks per year — just to format data that already exists in your systems.
Your KPIs are ready, in your systems. The real work? Turning them into a brand-compliant deck. That's what Paul automates.
From spreadsheet to quarterly deck in your template
Four steps, one ~15-minute initial setup. Subsequent quarters: fully automated.
- Step 1
Connect your data sources
Excel (most common), CSV, Power BI or Looker exports, or even a PDF accounting statement. Paul recognizes the structure and automatically identifies KPIs (revenue, margin, OPEX, headcount, NPS, etc.).
- Step 2
Paul proposes a quarterly deck structure
Typical structure: quarterly cover, exec summary (3 key figures), P&L summary, variances vs. prior year and budget, top 3 actions of the quarter, upcoming milestones. You validate or adjust.
- Step 3
Generation in your corporate template
Corporate fonts, palette, masters, institutional footer. Figures are preserved to the decimal — Paul recalculates nothing, reinterprets nothing.
- Step 4
Q+1: automated regeneration
You swap the data source (Q3 Excel instead of Q2). Paul reproduces the structure validated the previous quarter. The outline, charts, and commentary templates: automatically adapted to the new data.
Your figures stay your figures
A CFO doesn't tolerate approximation. Paul preserves the rigor expected of financial reporting:
No recalculation
Paul displays your figures exactly as they appear in the source. No aggregation, no implicit rounding, no silent transformation. If cell G42 reads £1,247,332, that's what shows in the slide.
Cell-by-cell traceability
Every value displayed in a slide is traceable to its source: row and column number in the original spreadsheet, consolidated source file. You can audit any value in one click.
No hallucinated figures
Paul does not invent a missing data point. If a figure is not in the source, Paul flags it ('Q1 data not provided') instead of filling in an estimate.
Commentary separated from figures
Textual analysis ('Growth driven by the ENT segment') is visually distinct from raw figures. The reader always knows what is factual observation and what is interpretation.
Quarterly versioning
Each generated deck is timestamped and retained. In Q+1, you can compare word-for-word with the previous quarter — what changed in the narrative, not just in the numbers.
Mandatory human validation
Paul produces a draft. No deck is distributed automatically — your CFO always retains final control over the published version.
What a quarterly reporting rollout looks like
Representative of first months of use in a mid-market context:
- Before PaulSeveral business units each produce their quarterly report manually. Each deck requires several hours of formatting. Quarterly cumulative total reaches several person-days.
- OnboardingThe CFO ingests their corporate template — uploading a .pptx takes a few minutes. They configure a standard reporting deck structure and generate their first deck in minutes. Total setup: under 15 minutes.
- First full cycleEach business unit generates its deck in minutes. Editorial review takes 15-30 minutes per deck depending on density. Total quarterly time drops from several person-days to a few hours.
- Steady stateOver subsequent quarters, standard structures become internal benchmarks. Editorial review lightens, standard commentary is reused. Time savings are substantial and reproducible cycle after cycle.
The benefit isn't only time saved. It's also visual consistency across business units, and bandwidth freed for higher-value analysis.
A few minutes to connect your template and first spreadsheet
Upload your corporate template
Your corporate PowerPoint (official brand guidelines or latest corporate deck). Paul maps fonts, palette, and masters in a few minutes.
Upload your first KPI spreadsheet
Your quarterly management file — whatever the format, Paul adapts. No prior normalization required.
Generate the first draft
In minutes, you get a complete reporting deck in your template, on your data. Adjust and regenerate as needed.
Validate and distribute
Natively editable PPTX export. Distribute to your board, executive committee, or directly to your CEO.
Your CFO's questions
- Can Paul connect to our ERP or accounting system?
- Most clients export an Excel/CSV from their ERP (SAP, NetSuite, Workday, etc.) and load it into Paul. For native ERP connectors, let's discuss during the demo based on your specific context.
- Are our confidential figures protected?
- EU-only hosting (Supabase Frankfurt/Paris), TLS 1.2+ encryption in transit and AES-256 at rest, no model training on your data, per-organization database isolation (Row Level Security). Details on the security page.
- What if our spreadsheet structure changes quarter to quarter?
- No blocker. You load the new spreadsheet and Paul uses its content to generate the deck. For consistent structure quarter after quarter, it's best to maintain a stable data source layout.
- Multiple legal entities or subsidiaries: one deck or several?
- Paul handles both. Either a consolidated group deck with per-entity breakdown, or one deck per entity with an adapted template (HQ vs. subsidiary). You choose at generation time.
- What if a slide needs qualitative context that only I know?
- You edit freely after generation — the PPTX is natively editable. You can also add a framing note upfront (PDF, Word) that Paul incorporates as slide commentary.
Let's build your next quarterly report together
30-minute demo: bring a quarterly KPI spreadsheet (anonymized if needed) and your template. We generate your reporting deck live.

