AI that can't hallucinate your numbers.
InsightNarrative is a verification platform for AI-generated reporting: every figure the AI produces is deterministically validated against your source data - in code, not by another model. Today, that means board-ready executive decks from your CSV or Excel file.
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.
The trust problem, solved in code
Plausible isn't the same as true
Generative AI produces plausible output — including plausible, wrong numbers. In front of a board or an investor, that's disqualifying. InsightNarrative's pipeline makes a hallucinated figure structurally impossible, not just unlikely.
Parse & snapshot
Your file is parsed deterministically and every numeric value is captured in an immutable snapshot — before any AI is involved.
AI reads the snapshot
The AI interprets your metrics using that snapshot as its only source of truth, labeling each interpretation with a confidence score.
You confirm understanding
Before a single slide is generated, you review and correct how the AI understood your data. Low-confidence readings require your sign-off.
Deterministic validation
Every number the AI returns is diffed against your file's actual values in application code. Anything that doesn't match is rejected.
Validation is code, not a prompt — AI output is checked against your file's actual values before anything ships. Your numeric data is never modified.
How it works
Understanding first. Narrative second.
01
Upload Your Data
Drop a CSV or Excel file. We auto-detect schema, column types, and data structure.
02
AI Validates Understanding
The AI surfaces interpretations with confidence scores. You verify or correct — nothing proceeds without your sign-off.
03
Generate Executive Narrative
A board-ready PowerPoint deck with charts, insights, and narrative grounded entirely in your numbers.
Get started
Create a deck from your data
Upload one or more CSV, Excel, or TSV files and generate an executive-ready narrative in minutes.
Creating a deck needs a desktop
Reviewing how your data was read is real work on a small screen. In the meantime, read a complete deck the pipeline actually produced — every figure in it validated against its source file.
See it in action
Click any example below to run a live demo
Use cases
Built for Founders, Finance Teams & Strategy Leaders
Whether you're preparing a board deck, investor update, or quarterly business review — InsightNarrative automates the reporting workflow.
Series A & Investor Reporting
Turn MRR, ARR, churn, and cash flow data into investor-ready update decks. Grounded in your verified numbers — no more manual slide building.
Learn moreMonthly Board Presentations
Stop spending Sundays building slides. Upload your metrics and get a board-ready PowerPoint deck with insights your leadership team can trust.
Learn moreQuarterly Business Reviews
Generate QBR narratives automatically. AI interprets your KPIs and produces executive summaries that accurately reflect performance — ready for the leadership table.
Learn moreThe platform
Built for trust, precision, and scrutiny
InsightNarrative is a verification platform for AI output — executive decks are its first surface. Every design decision prioritizes data integrity and executive credibility.
An immutable snapshot of your data
Every numeric value in your file is captured in a canonical snapshot the moment it's parsed — before any AI call runs. Your values are never modified.
Deterministic validation
Numbers the AI returns are diffed against that snapshot in application code. Anything that doesn't match your file is rejected, not published.
Explainable figures
Hover any number in the deck to see how it was derived, and open the actual source rows behind it without leaving the slide.
Derived metrics computed in code
Growth rates, cash runway, net-new ARR and LTV:CAC are calculated deterministically, then handed to the model as verified ground truth — never invented by it.
Your own edits are checked too
Text you type into a slide runs through the same validation. Type a figure that isn't in your data and the edit is refused, with the unverified number flagged as you type.
Understanding before generation
The AI has to show you how it read every column — with confidence scores — and you correct it before a single slide exists.
Collaboration
Reporting doesn't end at 'generated'
The draft is the easy part. Comments, review, sign-off and version history are built in — so the deck that gets approved is the deck that gets sent.
Shared workspaces
Invite your team by email, move decks into a shared workspace, and switch between personal and team views.
Comments on a slide
Reviewers leave notes against the exact slide and resolve them when addressed. Comments never quietly regenerate the deck.
Sign-off that can't go stale
Approval is tied to a specific version, so any edit clears the badge automatically. An approved deck is always the deck that was approved.
Know what's waiting on you
An in-app bell separates what actually needs your action from general activity, and re-derives it live so a cancelled request stops nagging.
Batched email digests
Comment notifications arrive as one digest per deck instead of a message per remark. Approval and comment mail are independently mutable.
Nobody overwrites anybody
If a teammate saved while you were editing, you're told before your change lands — instead of silently discarding theirs.
Export
One deck, every format the room expects
Including a verification workbook that traces every figure back to its source cell — hand it to whoever wants to check your work.
Verification workbook (.xlsx)
Every figure on every slide traced to the cell it came from — and honestly marked unverified where it can't be. Hand it to the sceptic in the room.
PowerPoint (.pptx)
A real, fully editable PPTX with native charts — not an image dump. Optionally append data-lineage backup slides showing how each number was computed.
A fixed, send-anywhere version for board packs and email attachments.
Word and Markdown memo
The same findings as a written narrative report for readers who want prose, not slides. Rendered directly from the deck — no second AI pass to drift from it.
Google Slides
Push the deck straight into Google Slides when your team lives there.
A drafted executive email
Generate the accompanying note. If any figure in it can't be verified, you get no draft rather than an unverified one.
Flexible Input
Works with your data, however it's structured
Our AI understands different data formats automatically — no restructuring needed.
Time Series
Multiple metrics tracked over time periods
| Period | Revenue | Customers | Churn |
|---|---|---|---|
| Jan 2024 | $45K | 120 | 2.3% |
| Feb 2024 | $52K | 145 | 1.8% |
| Mar 2024 | $61K | 168 | 2.1% |
Best for: Monthly SaaS metrics, quarterly reports, weekly KPIs
Snapshot
Point-in-time metrics as key-value pairs
| Metric | Value |
|---|---|
| Total Revenue | $2.75M |
| ARR | $25.2M |
| Team Size | 28 |
| Runway | 10 mo |
Best for: Fundraising decks, board reports, status overviews
Multi-Series
Related metrics with different units side by side
| Week | New Users | Active | NPS |
|---|---|---|---|
| Week 1 | 1,250 | 8,500 | 42 |
| Week 2 | 1,420 | 9,200 | 45 |
| Week 3 | 1,680 | 10,500 | 48 |
Best for: Product analytics, growth tracking, cohort analysis
Automatic detection
AI identifies your data structure and column meanings without manual configuration.
Mixed units supported
Combine percentages, currency, counts, and ratios in the same dataset.
CSV & Excel ready
Upload .csv, .xlsx, or .xls files directly from your spreadsheet tools.
The process
Four steps from raw data to boardroom
Upload your data
Drop in a CSV or Excel file containing your business metrics. Our system automatically detects the schema and structure.
AI interprets your metrics
The intelligence layer analyzes column meanings, identifies business domain, and surfaces initial insights with confidence scores.
Review and correct understanding
You validate or correct the AI's interpretation. Low confidence items require your input before proceeding.
Generate executive-ready narratives
Once understanding is validated, the system generates a PowerPoint deck with charts, insights, and narrative that match your data precisely.
FAQ
Frequently asked questions about AI executive reporting
Can AI hallucinate numbers in my deck?+
No. Every numeric value in your file is captured in an immutable snapshot before any AI runs. After generation, every number the AI returns is checked against that snapshot in application code - not by another AI — and anything that doesn't match your file is rejected. The AI writes the narrative; it never invents the numbers.
Is InsightNarrative just another AI PowerPoint generator?+
No. InsightNarrative is a verification platform for AI-generated reporting — deterministic validation of AI output is the product, and executive decks are its first surface. AI slide makers optimize for how output looks; InsightNarrative is architected around whether the numbers in that output can be trusted, with an auditable line from every figure back to your source data.
What file formats and data sources does InsightNarrative support?+
CSV, TSV, XLSX and XLS — up to five files per deck, including multi-sheet workbooks where each tab becomes its own data source. You can also link a published Google Sheet, a hosted CSV or Excel URL, or import from Google Drive. Data structure, column types and time granularity are detected automatically, with no manual configuration.
What does the AI generate from my data?+
A boardroom-ready deck with charts, KPIs and an executive narrative, all grounded in your verified data. You can export it as PowerPoint, PDF, Word, Markdown or Google Slides, share it as a live link, or download an Excel verification workbook that traces every figure back to its source cell.
Can my team review and approve a deck before it's sent?+
Yes. Invite your team to a shared workspace, leave comments on individual slides, and request sign-off. Approval is tied to a specific version, so any later edit clears the badge automatically — an approved deck is always the deck that was actually approved.
Can a deck refresh itself when my data changes?+
If the deck is built from a linked source — a published Google Sheet, a hosted file URL, or Google Drive — yes. Schedule a daily, weekly or monthly refresh and it regenerates and emails itself with a summary of what changed. Decks built from a one-off upload can't be scheduled, because there's no source to re-read.
How does InsightNarrative ensure my data is accurate?+
The AI first surfaces its interpretations with confidence scores for human review. No narrative or slide is generated until you validate the AI's understanding of your metrics. Your numeric values are never modified.
How is this different from asking ChatGPT to make slides?+
General-purpose AI tools generate plausible-looking output, including plausible-looking numbers. InsightNarrative separates the two: your figures come only from your file and are deterministically validated, while the AI is limited to interpretation and narrative. You also review its understanding of your data before anything is generated. Compare approaches →
Is InsightNarrative free?+
Yes — InsightNarrative is free during early access, with no signup or credit card required to generate your first deck. Paid Pro and Team plans are planned; early-access users will get advance notice before anything changes. See pricing →
Is InsightNarrative suitable for investor reporting and board presentations?+
Yes. Choose a framing preset — board review, quarterly business review, sales review, financial review or investor update — and the narrative, persona and leading metrics adapt to that audience while the numbers stay fixed. Sample datasets for Series A metrics, SaaS dashboards and e-commerce reporting let you see each one immediately.
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.