Reverse engineer great videos. Rebuild them with your product.
An AI agent that reverse engineers videos into scene mechanics and applies them to product images as structured video prompts.
JsonVision
By Nagent
Trusted by teams at
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Who uses this agent
Job roles it augments
CMO / VP Marketing
Campaign oversight and brand strategy at scale
Marketing Manager
Day-to-day execution and performance tracking
Content Strategist
Brief-to-publish pipeline automation
SEO Manager
Keyword research, clustering, and content optimisation
Demand Gen Manager
Multi-channel campaign coordination
Industry fit
Relevant industries
Primary
Also used in
What JsonVision does
Key capabilities included with every deployment.
Scene by Scene Video Deconstruction: Extracts actions, timing, camera motion, transitions, and effects from reference videos.
Camera and Motion Mapping: Identifies pans, zooms, cuts, easing, and pacing with frame-level precision.
Mechanic Transfer to Product Images: Applies extracted video logic to user-uploaded product visuals.
Structured Video Prompt Output: Generates clean, machine-readable prompts for video generation pipelines.
Style Replication at Scale: Reuse proven video mechanics across multiple products and campaigns consistently.
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Guidebook
Marketing Agent Best Practices
Follow these practices to get the best results from JsonVision from day one.
Connect your brand guidelines and tone-of-voice doc as knowledge sources before first run
Start with one campaign type before expanding — validate outputs before scaling
Review KARMIC scores weekly to identify which prompts are under-performing
Set explicit approval checkpoints before content goes live
Integrate with your analytics platform to feed performance signals back to the agent
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What clients say
Real teams. Real results.
“Nagent's agents cut our content production cycle from 5 days to under 24 hours. The KARMIC loop means they actually get better the more we use them.”
Chethan M.
Head of Marketing, Leading FMCG Brand
“We deployed a lead research agent in two weeks. It now runs 6 hours of manual SDR work every morning before our team starts. The ROI was obvious in month one.”
Priya S.
VP Sales, B2B SaaS Company
“The forward-deployed model is what sets Nagent apart. They didn't just hand us software — they stayed until it worked and our team could operate it independently.”
Arjun K.
CTO, Global E-commerce Platform
Verified results from Nagent AI deployments. Individual agent performance may vary by use case.
Build a similar agent — your way
Use the Agent Building Studio to create a version of JsonVision tailored to your data, your systems, and your workflow. Helix will help you design and validate it — no code required.
Enhance or extend JsonVision
Already using JsonVision but need more? Our Agentic AI Lab can extend it — add custom integrations, connect your proprietary data, build multi-agent workflows around it, or deploy it inside your own infrastructure.
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Start using JsonVision today.
No code required. Deploy in minutes. Free plan available — upgrade when you need more.
Need it customised for your workflow?
Our forward-deployed engineers can tailor JsonVision to your exact data, systems, and business logic — and deploy it in weeks.