Preview: Medhava is launching soon. The businesses here are made up, and what is typed is cleared at the next update. Version of 25-10-2026 · Preview: the password page hands the browser a pass, so the demo people appear (#44)
edhava
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AI Content EngineModule 189 apps

Write it, shoot it, cut it — from the catalogue you already have Coming by Holi

Listings, ads, email, product photography and reels, all generated from your own catalogue — so the words match the product and the picture is the right size for the channel it is going to. Words, images and video sit in one module because they are one job.

Reads fromInventory & Catalog

Writes toMarketingE-commerce / OMS

Part of Marketing & AI

Content pipeline · written from your own catalogue
Listings this week184
Images produced612
Reels cut38
Rejected by channel2
ItemWhat was madeChannelState
DRN-A22Listing · title, bullets, A+AmazonLive
DRN-A228 images · 1:1 and 4:5Own siteLive
MTR-1750Reel · 22 s with voiceSocialScheduled
CAM-4KListing · attributes missingFlipkartHeld
Written from real catalogue data100%
Published in one push96%
undefined · example figures

9 apps in AI Content Engine

Content Engine

Fourteen stages in your own voice, from buyer research and competitor reading through hooks, channel-ready listings, ads, social posts, video scripts, song lyrics, the publishing calendar and alt text — each written from your own catalogue, so the words match the thing.

Image Studio

Layers, free transform, background removal, channel presets and SEO alt text — a phone photo becomes a channel-compliant product image.

Video Studio

Text and image to video, reels and ad cuts sized for every channel.

Design Studio

A full design surface — templates, layers, undo and redo, any colour, exact sizing, background images and stock elements — exporting PNG, JPG or PDF at whatever size the channel or the printer asks for.

Motion Renderer

A reel rendered from a page of HTML and CSS — the same layers, fonts and brand colours the Design Studio already uses — into a real MP4, on this machine, with nothing uploaded. It is not a screen recording: the clock is faked, the animation is seeked to the exact instant of each frame, and only then is that frame captured, so the render does not care whether the machine was busy. Rendering the same festival banner twice produces the same file to the byte, which is what makes a reel something you can check and re-cut rather than something you have to watch all the way through and hope about.

Narration Studio

A voice over the reel, in the language the buyer actually speaks — the same script the Content Engine wrote, spoken. The default needs nothing installed and no key, because every modern browser can already speak; a self-hosted or cloud voice sits behind it as an interchangeable provider for anyone who wants a cloned or branded one. Long scripts are split at sentence boundaries and rejoined, so a two-minute description is not cut off at whatever limit a service imposes. A voice cloned from a real person is only ever used with that person’s recorded consent, filed against them in Data Privacy & Consent like any other permission.

Image Generation Slot

Generated imagery — a model on a background you do not have to shoot, a festival backdrop, a lifestyle scene — as a capability with interchangeable providers rather than a bet on one service: a queue of jobs, a preview while it works, inpainting to fix one region, upscaling and face correction. This one needs a graphics card. Image models cannot run on an ordinary office machine or on the container this system is built in, so what ships is the queue, the review screen and the provider slot, with the generating itself done by whichever engine you point it at — your own GPU box, or a cloud service, swapped without touching anything else. Said plainly here because the alternative is a screen that looks finished and produces nothing.

Publisher

One push sends the finished listing, picture and copy everywhere it has to appear — your storefront, each marketplace, each social account — and reports back what actually went live and what was rejected, with the reason.

Thumbnail Studio

The small cover images that decide whether a video or listing is opened, made from the business’s own product photos and brand kit, in the shapes each channel asks for. Every thumbnail is a new version; the original photo never changes.