Four AI studios in one workspace: image, video, music, and voice.

Techtribe built Arttribe, an AI creative studio where image, video, music, and voice generation share one workspace, one history, and one path from a prompt to a file a creator can edit and publish. The product is live at arttribe.ai.

What challenge did Arttribe need to solve?

A finished piece of creative work usually crosses several products: one generator for images, another for video, another for music and voice, then a separate editor, then a place to keep the files, then a tool to post them. Each model has its own inputs, outputs, runtime, and provider API. Jobs run for seconds or minutes, and the person waiting needs to see that the job is moving. Cost varies by provider, duration, resolution, and media type, so usage has to be priced per model. A generated file is rarely the thing you publish: it still needs a timeline, captions, audio, and an export.

What did Techtribe build for Arttribe?

A shared generation model. Image, video, music, speech, and voice requests go through one provider layer. Each generation keeps the same record: input, output, provider, status, tags, cost, and history. A new model plugs into that record instead of growing a separate product around it.

Four studios. Image Studio covers text-to-image, edits, background removal, upscaling, product photography, headshots, and try-on. Video Studio covers text-to-video, image-to-video, and video-to-video. Music Studio turns a prompt into a song or a track. Voice tools cover speech, voice change, cloning, and audio cleanup. Custom image and voice models sit on the same accounts.

A job the screen can wait on. Long runs poll for status. Image generation can also push updates over WebSockets. The UI shows progress while a job moves from pending to processing to completed or failed.

A browser video editor. Built with Remotion. Creators pull in a local file or an earlier generation, arrange layers, add captions, stickers, images, sound, and text, then render and download.

History, community, and Instagram. Generations stay searchable and can be sent into another studio. Creators publish to a feed, follow people, and like, save, comment, and share. Instagram automation connects an account, takes source files, and runs on a schedule or by hand, with a history of what went out.

Credits, and an admin console. Subscription and model-price catalogues, credit grants, usage, expiry, and refunds when a generation fails. Operators manage users, credits, generations, pricing, banners, support tickets, curated content, and email, behind role-based access.

The app is Next.js and TypeScript, with Redux Toolkit and Tailwind. The API is Node.js and Express, with MongoDB and Redis. Media sits on S3. Stripe handles subscriptions, checkout, and top-ups. Providers include Fal, ElevenLabs, OpenAI, Google, and Anthropic. Video renders on the server and on Lambda. Auth is JWT, with Google sign-in.

What were the results?

A creator starts from a prompt, an upload, or an older generation and stays in Arttribe through the edit, the community post, or an Instagram run. Every studio writes the same kind of history, so a clip from Video Studio and a track from Music Studio can be reused the same way. Billing follows the model that actually ran, and a failed job can return the credits.