Data to Video for turning analysis into a clear decision story
Start with the decision the audience needs to make, then identify the approved data and visuals that support it. Direct data submission is coming soon; ngram's live creation workflows can build the narrated story today.
This conversion isn't available yet. Browse all workflows to find one that's live.
Trusted by teams at
How it works
How data to video will work once it ships.
No chart-builder, no slide formatting, no screen recording of a dashboard. Bring the data, review the story, render a branded recap. Here is the flow the converter is being built to follow.
Bring the data in
Upload a CSV or analytics export, or paste the figures that matter. ngram will read the fields, detect which are dates, segments, and measures, and work out which numbers carry the story.
Numbers become a narrative
ngram will rank the data by what moved most, pick a chart that fits each comparison, and write a narration that explains the why behind the metric instead of reading every value aloud.
Review the data story
Reorder the chart scenes, swap a bar for a line, change which metric leads, or rewrite the takeaway in chat. Every change is one turn, no formula or dashboard config required.
Ship the recap
Export MP4 in 16:9, 1:1, or 9:16. Publish to a hosted watch page, push to LinkedIn, or drop it into the board deck. Re-render the moment the next data refresh lands.
Output controls
Sensible defaults for data. Real controls when the numbers deserve them.
Chart picked from the data shape
A time series gets a line, a segment breakdown gets bars, a share-of-total gets a donut, a single result gets a big number card. ngram reads what the data is comparing and chooses the visual that makes the point.
Narration that explains the why
Instead of reciting every value, the script names the metric that moved, the segment driving it, and the number to watch next. The voiceover sounds like an analyst walking through the data, not a dashboard read out loud.
One scene per insight
Each metric or finding gets its own scene with the figure animated up to value. No 40-row export crammed onto one frame that nobody can parse on a phone screen.
Brand kit on every chart
Logo, palette, and font stack from the workspace brand kit color the axes, bars, and number cards. The growth recap and the retention recap look like the same company produced them.
Voiceover tuned to who is watching
Measured for an investor update, brisk for an internal metrics review, warmer for a customer usage recap. Pick a brand voice or use a cloned voice from voice settings.
Burned-in captions and figure labels
Auto-generated captions plus on-screen labels that hold the exact figure long enough to read. The headline number stays legible when the recap autoplays muted in a feed or a Slack channel.
Localized numbers and narration
Render the same dataset as an English growth recap, a German metrics update, and a Spanish usage report. Captions, on-screen labels, and voiceover switch together, decimal and thousands formatting included.
Prepare each channel edit separately
Set the intended channel and aspect ratio for the data video, then review the crop, caption placement, and CTA before exporting one MP4. Prepare another channel version as a separate edit.
The rest of ngram
Data to video is one node. The product is the whole pipeline.
AI visuals around the charts
Between the data scenes, ngram generates brand-matched backgrounds and section cards so a numbers recap does not feel like a bare dashboard on screen. Carries the intro and the closing takeaway scene.
Learn moreMotion graphics that animate the figures
Numbers count up to value, bars grow in, and callout arrows point at the segment that moved. The data point that mattered gets emphasis instead of sitting flat in an export.
Learn moreAI voiceover for the data narration
Narrate the recap in a voice that fits the room: steady for a board update, upbeat for a milestone. ElevenLabs and MiniMax read the script the converter writes from your data.
Learn moreBrand kit across every data scene
The workspace logo, palette, and fonts color every axis, bar, and number card. Finance, product, and growth recaps ship looking like one company built them, dataset after dataset.
Learn moreCaptions for muted autoplay
Burned-in captions and figure labels keep the data video readable when it plays muted in a feed or on the all-hands screen. The headline metric lands even with the sound off.
Learn moreConvert the finished data recap
Studio exports the finished data recap as one MP4. If the destination calls for MOV, WebM, or MKV, run that MP4 through Video Converter as a separate one-file, one-output conversion.
Learn moreUse cases
Where a pile of data becomes a video people actually watch.
Investor updates straight from the metrics
The growth, revenue, and burn data a founder already tracks turns into a branded investor recap. The numbers read out loud over animated charts, no separate deck build before the send.
See use caseRoadmap and metric updates that get watched
Product usage data and the quarter's KPIs become a short recap for the team and stakeholders. The PM narrates what moved instead of pasting a dashboard screenshot into the thread.
See use caseSurvey and research findings as a recap
Raw survey results and user-research data turn into a findings video the whole team sits through. Each finding gets a clean animated scene instead of a stats table buried in a doc.
See use caseQBR numbers customers sit through
The account-health data behind a quarterly business review becomes a recap the customer watches before the call. Usage, adoption, and outcomes read as a story, not a grid of cells.
See use caseCampaign performance recaps from the analytics
The marketing analytics behind a channel review turn into a results video. Spend, conversions, and CAC animate scene by scene so the wins are obvious in under a minute.
See use caseAll-hands numbers nobody squints at
The company scorecard data becomes the metrics segment of the all-hands video. Each number gets its own animated scene instead of a tiny projected table only the front row can read.
See use caseROI data that wins the review
The value-and-savings data behind a proposal becomes a short recap the buyer forwards to their committee. The payback math animates instead of hiding inside a formula column.
See use caseAdoption data on the release card
Feature adoption and usage numbers become a quick data scene on the changelog video. The release note carries proof the feature is landing, not just a list of what shipped.
See use caseOther converters
Different source material? Start from a converter that is live today.
Data to video shares the same agentic pipeline, brand kit, and export options as ngram's live converters. While the data ingestion pipeline is being built, these are working right now.
When the data sits inside a written doc with tables and commentary, docs to video reads the structure and builds a scene-by-scene video. The closest live route when narrative wraps the figures.
Open converterWhen the numbers already live in a finished PDF report, the report converter reads the document, pulls the headline figures, and narrates a recap. Live today, no waiting on the data pipeline.
Open converterWhen the data is a clean Excel or CSV grid of rows and columns, the spreadsheet converter is the closer fit. Same coming-soon data pipeline, scoped to tabular files specifically.
Open converterTools that pair with this converter
Build the data story by hand, or polish the recap after.
Generating from scratch
When the data converter is not the route you need yet
Text to Video
Type the three numbers that matter and the takeaway, and get a short video without uploading the whole dataset. The fastest live path to a data recap while the data pipeline is in build.
Open toolAI Video Generator
Prompt the full recap from scratch when you would rather describe the data story than wrangle an export. Useful for a quick metrics teaser before the dedicated converter ships.
Open toolAI Avatar Video Generator
Wrap the numbers narration in a talking-head presenter instead of bare charts. Good for an investor update where a familiar face delivers the figures over the data scenes.
Open toolText to Speech Video
Turn a written results summary into a narrated clip without a storyboard pass. Handy for a fast internal metrics memo when the recap does not need branded charts.
Open toolEditing the output further
After the data recap render lands
Video Editor
Open the rendered recap on a timeline. Trim a chart scene that runs long, swap the order of two metrics, or cut a 9:16 version for the all-hands from the same data video.
Open toolAdd Text to Video
Stamp an extra figure, a footnote, or a source line onto a chart scene. Useful when a board recap needs an as-of date or a methodology note over the animated number.
Open toolVideo Cutter
Slice a long quarterly recap into one short clip per metric. Each KPI clip drops into its own Slack thread or in-app card instead of forcing one long watch.
Open toolAdd Music to Video
Drop a licensed bed track under the data narration so a milestone recap feels like a win, kept low under the voiceover reading the numbers.
Open toolPolishing the source first
Tighten the data story before it becomes video
Video Script Generator
Draft the narration before the recap renders so the script names the trend instead of listing values. A tighter data script in means a clearer recap out.
Open toolVideo Translator
Take a finished data recap and republish it for another region. Captions, on-screen figure labels, and voiceover all swap so the global team reads the same numbers.
Open toolYouTube Title Generator
Once the metrics recap is hosted, get title options that match how teammates search for the quarterly numbers rather than a raw export file name.
Open toolYouTube Description Generator
Auto-write a description that summarizes the recap and timestamps each metric scene for the hosted watch page or the channel upload.
Open toolBuilt for teams
Who turns data into video at your company.
Founders
The metrics a founder already tracks become an investor recap and a board update without rebuilding a deck. Re-render the moment the next data refresh lands.
See workflowsProduct Managers
Usage data, KPI dashboards, and research findings turn into short recaps for the team and stakeholders. The PM narrates what moved instead of pasting a dashboard screenshot.
See workflowsGrowth & Marketing
Channel analytics become results videos for the review. Spend, conversions, and CAC animate so the wins are obvious in under a minute, no chart export needed.
See workflowsCustomer Success
Account-health data becomes a QBR recap customers watch before the call. Usage and outcomes read as a story rather than a raw grid of cells.
See workflowsSales Enablement
ROI and savings data become short recaps a buyer can forward to their committee. The payback math animates instead of hiding inside a formula column.
See workflowsProduct Marketing
Adoption and benchmark data turn into proof scenes for launch and milestone videos. The number lands on screen instead of living in a slide nobody opens.
See workflowsEnterprise teams
Finance, ops, and revenue teams each render branded data videos from one workspace with per-team brand kits, so every numbers recap stays on-brand.
See workflowsIntegrations
Triggers, not logos. Wire data to video into the analytics workflow you already run.
When the data converter ships, every integration will start from a working template. Wire your own with the REST API and self-managed webhook subscriptions for video.completed or video.failed.
whenA scheduled analytics digest or a metrics row lands in a tracked source
thenUse Zapier's documented Create Video or Get Status action for this Data to Video job with its supported input, then pass the result to the next step.
whenClaude or another agent is handed a dataset and asked for a metrics recap
thenUse MCP's documented create and status tools for this Data to Video job with its supported input, then return the status or result to the agent.
whenA self-hosted job pulls the period's numbers from your data warehouse
thenUse n8n's documented Create From Text, Create From URL, or Get Status node for this Data to Video job, then pass the status or result onward.
whenYou hit convert to video while an analytics dashboard is open in the tab
thenGet the dataset recap video back in a new tab, ready to share with the team
whenThe video from your data is ready for LinkedIn Social Publishing Beta
thenCompose the LinkedIn post for the approved data video, then publish it now.
How it compares
If you turn data into video another way today.
BI tools draw the dashboard and stop there. Slide tools paste the chart into a deck a person then narrates and records. ngram is being built to read the data, plan the story, and render a branded recap with voiceover end to end.
| Feature | ngram | BI dashboard + screen recording | Slides + record | Chart export + manual edit |
|---|---|---|---|---|
| Reads the data and ranks what changed | Planned: detects measures, picks the metric that moved | Manual, you read the dashboard | Manual, you build each slide | Manual, one chart at a time |
| Writes the narration from the numbers | Planned: script explains the trend in plain language | You narrate the dashboard yourself | You script and record per slide | No narration |
| Branded charts and number cards | Planned: workspace brand kit on every scene | Tool's default chart styling | Template-level branding | Manual styling per chart |
| Re-render when the data refreshes | Planned: bring new figures, re-render | Re-record the walkthrough | Rebuild and re-record slides | Re-export and re-edit |
| Channel-specific editing workflow | One reviewed MP4 per channel-specific edit | One recording, one ratio | One deck, one ratio | Static image only |
| Available today | Coming soon. Use report, docs, or text to video now | Yes | Yes | Yes |
Common questions about data to video
Is data to video available yet?
What is data to video?
What data sources will the converter accept?
How will ngram decide which charts to show?
Can I convert a dataset or analytics export to video right now?
What will the finished data video look like?
How is this different from recording a screen walkthrough of a dashboard?
How is data to video different from spreadsheet to video?
Can I get notified when data to video goes live?
Data → Video
Data to video is on the way. Start with a live converter now.
Direct dataset and analytics ingestion is in build. For numbers you need turned into a video today, sign in and use report to video, docs to video, or text to video.