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Case study AI video SaaS

Feberra — a global AI video platform built from the ground up

We designed and engineered a self-service SaaS platform that turns a script into presenter-led HD video in two minutes. No filming, studio, actors, or editing workflow.

The market gap

Video worked for business. Production economics did not.

Companies and creators needed more video in more languages, but the conventional workflow could not scale with demand.

Cost and cycle time

$500+ per video and hours of editing

Every asset required filming, lighting, an on-camera presenter, and post-production. Even a small campaign became expensive and slow.

Localization

Every language meant another production

Ten localized videos could mean ten presenters, ten shoots, and ten editing cycles — an impossible model for most teams.

Product usability

Existing AI tools were built for technical users

APIs, keys, and fragmented workflows kept marketers and solo creators from getting useful output on their own.

Scale

More output required proportionally more people

The production process had no software leverage. Growing content volume meant growing the team and budget at the same rate.

What we built

A complete SaaS product, not an AI wrapper

The platform combines an accessible creation flow with the infrastructure needed to render, deliver, and monetize video at scale.

  • Text-to-video pipeline: a user enters a script and receives a presenter-led HD video in about two minutes.
  • 50+ languages: multilingual text-to-speech with native-sounding delivery for CIS, European, and Asian markets.
  • 100+ AI avatars: presenters across styles, ages, genders, and ethnic backgrounds for different audiences and contexts.
  • Automatic subtitles: timed captions generated across every supported platform language.
  • Subscription billing: Stripe-based recurring plans turned the product into a scalable SaaS business.
  • Production infrastructure: rendering queues and cloud storage designed to support increasing demand.
Product capabilities

Built for teams that need repeatable content output

Speed

Two-minute creation flow

From script entry to final HD asset without manual editing or a production hand-off.

Global reach

50+ languages

One source script can become localized assets for multiple markets without reshooting.

Creative fit

100+ presenters

Teams can match the presenter to the brand, message, market, and target audience.

Business model

Recurring SaaS revenue

Subscriptions replace one-off production billing and make revenue more predictable.

Results

The product turned video creation into a software workflow

2 min
Average creation time
previously: 10 hours of editing
10K+
Users
organic growth in the first months
50+
Languages
access to multiple global regions

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