Graph to Video: walk through the diagram node by node
Upload a flowchart, network graph, org chart, or architecture diagram. ngram builds a short video around the image: a reveal that traces the structure, a voiceover that explains each node, callouts on the path that matters, and brand styling.
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How it works
Four steps. A flat graph in, a narrated walkthrough back.
No After Effects keyframes, no rebuilding the diagram in a motion tool. Upload the graph image you already exported, accept the AI-built scene, ship the video.
Drop the graph image in
A PNG, JPG, WebP, SVG, HEIC, or TIFF export from your diagramming tool, whiteboard, or deck. ngram works from the rendered graph image, not a live editor file, so whatever you can screenshot, you can animate.
ngram reads the graph
The image is classified as a flowchart, network graph, org chart, or architecture diagram, then motion is matched to it: a node-by-node reveal along a flow, a zoom that follows an edge between two nodes, a highlight on the branch the walkthrough is about.
Add the narration and the polish
Type or paste the walkthrough and ngram generates a timed voiceover. Reorder the reveal, set per-scene duration, and Brand Kit fonts, colors, and intro card apply on the fly.
Export every aspect ratio
One render produces 16:9 for the docs page, 1:1 for the feed, and 9:16 for vertical, with the graph re-centered per ratio. Download MP4, GIF, or WebM, or publish straight to LinkedIn or YouTube.
Output controls
Smart defaults for the static-graph-to-motion jump. Real knobs underneath.
Reveal matched to the graph type
A node-by-node build along a flowchart, a pan that follows the edges of a network graph, a top-down cascade for an org chart. ngram picks per image; override the motion on any scene.
Callouts on the node that matters
A ring on the decision point, an arrow along the critical path, a label on the service the walkthrough is about. Point the viewer at the part of the diagram you want them to follow, instead of leaving them to trace it alone.
Voiceover that walks the structure
Type the narration per scene; ngram generates spoken voiceover (ElevenLabs or MiniMax) timed to the reveal. Spoken narration only, in the voice you pick once and reuse across diagrams.
Captions placed off the graph
Auto-captioned from the voiceover or script. Caption position dodges the nodes and edges detected in the graph image, so the subtitle never sits on top of a label or a connector.
16:9, 1:1, 9:16 from one graph
Same graph image, three ratios in a single render. ngram reframes per format and re-centers on the node you called out, so a dense diagram stays legible on every platform.
Brand Kit applied automatically
Logo lock-up, color treatments, fonts, and intro and outro cards pulled from your Brand Kit. The architecture explainer, the onboarding flow, and the conference clip all read like the same team made them.
Per-scene narration of each connection
The walkthrough breaks the diagram into beats, so each node and the edge into it gets its own spoken line. Viewers follow the flow instead of squinting at a still image.
Built for team workflows
Uploaded graphs and renders stay in your workspace. Talk to sales about security, access controls, and data handling for your team.
The rest of ngram
Animating the graph is one step. The product is everything around it.
Motion Graphics
Animated arrows, rings, and node labels layered over the graph image. Draw the connection between two services in, or stamp the step number next to a flowchart box, so the loop carries the path, not just the picture.
Learn moreAI Voiceover
Type the walkthrough for each graph scene and ngram generates spoken narration timed to the reveal. The narrator names each node as the highlight lands on it, so no box on the diagram goes unexplained.
Learn moreCaptions
Burned-in captions that route around the nodes and edges detected in the graph, so the subtitle line never covers a connector or the label the video was built to follow.
Learn moreAI Visuals
When the diagram needs a context scene before the reveal (a title card, a backdrop that frames the system), AI Visuals generates a brand-styled fill so the cut into the graph does not jar.
Learn moreBrand Kit
Logo, colors, fonts, and intro and outro cards applied to every graph video. Ship a set of architecture and flow explainers that all look like one consistent docs series.
Learn moreMulti-format Export
Render 16:9, 1:1, and 9:16 from one graph project. Each ratio gets its own reframe and re-centers on the node you walked through, so a dense diagram stays readable on the docs page, the feed, and the story.
Learn moreUse cases
Where a narrated graph beats a static diagram.
Walk through the architecture diagram
The system diagram sits flat in the integration doc and nobody traces it. Animate the same image into a clip where each service lights up in order and the voiceover names the hop, so the data flow finally reads.
See use caseAnimate the request-flow graph in the docs
The sequence diagram on the API page shows the call path, but readers skim past it. Reveal it node by node with narration on the docs page, so devs see the request, the response, and the next hop in order.
See use caseTeach the concept map on screen
A lecture diagram full of connected ideas is hard to hold in a still image. Reveal each node with a voiceover that explains the link, and the concept map sticks better than a slide students screenshot and forget.
See use caseTurn the process flowchart into a recap clip
The new workflow lives in a flowchart buried in a Confluence page. Convert that diagram image into a narrated clip the whole team can watch, with each step highlighted as the voiceover walks the path.
See use caseShow how the feature fits the system
A launch where the value is the integration needs the diagram, not just a screenshot. Turn the architecture graph into a narrated reveal for the announcement, sized for the launch email and the social feed.
See use caseAnchor the explainer on the diagram
An explainer that hinges on how the pieces connect should show that graph moving. Drop the diagram image, let ngram reveal it node by node with narration, and the explanation has the structure on screen as proof.
See use caseRepurpose the talk diagram as a short
The slide diagram from the conference deck becomes a standalone clip after the talk. The reveal and the read carry the structure the live walkthrough explained, so the graph lands without the speaker in the room.
See use caseWalk the onboarding flowchart in training
Enablement decks are full of process diagrams nobody remembers. Animate the onboarding flowchart with a voiceover that explains each decision, and the training holds better than a static graph on a slide.
See use caseOther converters
Starting from a different file type? There's a converter for that.
Graph to video is one of many ngram converters that share the same engine, the same Brand Kit, and the same scene-control surface. Same pipeline, a different source going in.
When the source is a bar, line, or pie chart of numbers rather than a flow or network diagram, start here. Chart to video tunes the motion for axes, bars, and a single headline metric.
Open converterThe broad version of this converter for any still: screenshots, photos, or design exports. Graph to video is image to video tuned for the nodes, edges, and labels of a diagram.
Open converterIf the diagram lives as a Figma frame instead of a flat export, the Figma converter takes the design file. Useful when the graph is one board inside a larger design canvas.
Open converterTools that pair with this converter
Prep the graph. Edit the output.
Editing further
After the graph-to-video render lands
Video Editor
Open the rendered graph video on a timeline and adjust per-scene hold, swap a diagram image, or extend the reveal on the node you care about without re-uploading the set.
Open toolAdd Text to Video
Drop a legend, a version label, or a footnote onto the graph scene. Useful for putting the 'v2 architecture' tag or the source note where the diagram actually needs it.
Open toolVideo Cutter
Trim the finished graph video into shorter cuts: a 10-second hero shot of one node for social, a 30-second walkthrough of the full flow for the docs embed.
Open toolAdd Subtitles to Video
Burn captions onto the graph walkthrough and position them clear of the nodes, so the muted feed still follows the structure the voiceover narrates.
Open toolGenerating from scratch
When you do not have a graph image yet
AI Image Generator
Generate a title card or a backdrop scene in your brand style to sit before the graph reveal, then feed it into the graph-to-video sequence as the opening frame.
Open toolAI Video Generator
Prompt a short B-roll clip to set up the system or the team before the diagram lands. Mix it with your real graph image in the same render.
Open toolAI Avatar Video Generator
Pair the graph video with an AI avatar intro that frames the diagram before the reveal. Same Brand Kit, one render, a presenter on screen introducing the flow.
Open toolText to Speech Video
Write the narration; get a narrated clip with generated visuals you can splice in around the graph scene when the walkthrough needs more than the diagram on screen.
Open toolPolishing the source
Clean the graph image before it hits motion
Background Remover
Strip the app chrome or the whiteboard backdrop from a diagram screenshot so the reveal reads on a clean, branded background instead of a stray toolbar at the edge of the frame.
Open toolVideo Compressor
Compress the final graph render for the docs embed or the in-app card without losing the crispness of the node labels and the connector lines.
Open toolHero image generator
Generate a missing context image in the same style as your diagram, then drop it into the graph-to-video sequence as the scene that sets up the system.
Open toolVideo Converter
Convert the rendered graph clip between MP4, WebM, and other formats when the destination docs site or the embed needs a specific container.
Open toolBuilt for teams
Who reaches for graph-to-video in your company?
Developer Relations
Architecture and request-flow diagrams from the docs become narrated walkthroughs. Each service lights up in order and the voiceover names the hop, so the integration finally reads on the page and on YouTube.
See workflowsProduct Managers
Turn the process flowchart already in the release doc into a recap clip. The PM writes the walkthrough; the graph-to-video render carries the flow, no design ticket required.
See workflowsEducators
Concept maps and process diagrams from the lecture animate into a clip students rewatch. Each node reveals with a line of narration, so the structure sticks better than a static slide.
See workflowsProduct Marketing
When the launch story is the integration, the architecture graph becomes a narrated reveal for the announcement. Same diagram image, three ratios, one Brand Kit.
See workflowsFounders
The system or market-map diagram from the deck becomes a short clip sent ahead of the call. The reveal traces the structure and the voiceover walks the story before the meeting.
See workflowsCustomer Success
Onboarding and deployment flowcharts become short narrated clips for the rollout thread. The customer watches the flow light up instead of reading a diagram in a deck.
See workflowsIntegrations
Trigger graph-to-video from where your diagrams already live.
Each graph-to-video recipe ships ready to run. Start from one, or wire your own docs pipeline with the REST API and webhooks.
whenA new diagram export lands in your docs Drive folder
thenRun graph-to-video with the team's Brand Kit and post the narrated walkthrough to the engineering channel
whenAn agent calls the graph-to-video tool with a diagram image URL and the walkthrough text
thenReturn a rendered MP4 of the animated graph plus a hosted share link
whenYour docs pipeline renders an updated architecture diagram to S3 on each release
thenConvert that diagram image into a branded narrated walkthrough with your team's Brand Kit
whenA new process flowchart is published to the team wiki
thenTurn the diagram into a walkthrough video and route it to the rollout distribution list
whenYou screenshot a network graph or flowchart from your diagramming tool in the browser
thenSend the graph image to graph-to-video and get the narrated render back in a new tab
whenA graph-to-video render finishes in 1:1 or 9:16
thenSchedule the post on the company page with the diagram walkthrough caption already drafted
whenA graph-to-video render finishes in 16:9 for the architecture explainer
thenUpload the diagram walkthrough to the channel with title, description, and end card pre-filled
How it compares
If you've been using another tool for this.
Canva and Jitter animate diagram templates one frame at a time. A motion tool like After Effects rebuilds the graph by hand. ngram keeps your real diagram image and adds the reveal, the narration, the callouts, and the branding around it.
| Feature | ngram | Canva | Jitter | After Effects |
|---|---|---|---|---|
| Works from your exported diagram image | Yes, motion is layered over the real graph | Rebuild in their diagram maker | Rebuild in their canvas | Re-create the graph in the timeline |
| Reveal matched to the graph type | Node-by-node, edge follow, or cascade picked per image | One template animation | Manual per-element animation | Manual keyframes per element |
| Voiceover that walks the structure | ElevenLabs and MiniMax, timed to the reveal | None built in | None built in | None built in |
| Callouts on the key node | Ring, arrow, or label placed on the node | Manual placement | Manual placement | Manual placement |
| Captions placed off the nodes and edges | Caption position aware of detected nodes and edges | Manual placement | Manual placement | Manual placement |
| Multi-format export from one project | 16:9, 1:1, 9:16 in one render | Resize and re-edit | Resize per format | Re-render per comp |
| Narrated walkthrough of each connection | Voiceover traces every node and edge | Static export, no read | Static export, no read | Manual voiceover track |
| Brand Kit applied automatically | Logo, colors, fonts, intro and outro per render | Manual setup per project | Manual setup per project | Manual setup per project |
| Security and data handling | Talk to sales for your team's requirements | Variable | Variable | Variable |
FAQ
Common questions about graph to video
Still curious?
Graph → Video
Turn the diagram you already exported into a narrated video.
Drop a graph image. ngram reads it, traces the structure, times the voiceover to the reveal, and ships landscape, square, and vertical in one render.