02 / System

Content Engine

Powered by WTF Video Engine + Brand Brain

Most brands never find their winning creative because they can only afford to make four of them. The Content Engine removes that ceiling: a Brand Brain that holds your voice, references and offers, wired into a video pipeline that routes across 420+ models to produce 100 reels a week at roughly $0.30 a clip — against $80–200 for the same clip made the industry way. Hinglish voiceover, AI avatars, real photoshoots and studio days when the shot has to be real. The point is not output volume — it is enough shots on goal to find the creative that brings customers in at a price you can repeat.

Engine spec

100
reels produced per week
$0.30
per clip vs $80–200 industry
420+
models behind one router
Hinglish
VO + AI avatars, native

What we do

01

A Brand Brain, not a brief

We load your voice, product truths, offers, do-nots and best-performing references into a persistent Brand Brain. Every clip after that is generated inside your guardrails, so output number 400 sounds exactly like output number one — and nobody re-explains the brand to a new editor ever again.

Content Engine — A Brand Brain, not a brief
02

One router, 420+ models

Image, video, voice and edit models change every few weeks. We run a single router across 420+ of them and pick per shot, per format, per budget. You get whatever is currently best without rebuilding a workflow, and the cost lands near $0.30 a clip instead of $80–200.

Content Engine — One router, 420+ models
03

Real cameras where it counts

AI does volume; a studio does hero. Product photoshoots, founder pieces, tabletop and lifestyle days get shot properly, then cut into hundreds of derivative assets by the engine. Hinglish VO and avatars carry the rest so your feed never goes quiet between shoots.

Content Engine — Real cameras where it counts
Content — the system in operation

Content / in operation

How it works

  1. 01

    Load the Brand Brain

    Week one is ingestion: your voice, category language, product claims, legal do-nots, and the twenty pieces of content that already worked. We turn that into a system prompt stack and a reference library the engine draws from every single time.

  2. 02

    Shoot the source, run the engine

    One studio day gives us hero footage and product plates. The engine takes it from there — scripting, generating, voicing and cutting at volume, with a human editor approving before anything publishes.

  3. 03

    Publish, read, re-weight

    Winners get cloned into variants within 48 hours; losers get cut from the rotation. The Brand Brain updates on real performance data, so the engine gets sharper each week instead of drifting.

Proof

Numbers that close deals

Not projections. What this system does on a normal week, on brands that already run it.

100/wk
Reels shipped, every weekAcross every format and aspect ratio your channels need.
$0.30
Cost per finished clipThe same clip costs $80–200 made the industry way.
420+
Models behind one routerBest model per shot, without you rebuilding a workflow.
Fast&Fit Nutrition campaign

In the field / Protein Supplements

Fast&Fit Nutrition

A good product with a quiet feed. We loaded the Brand Brain, shot a single studio day, and the engine cut it into a full quarter of assets — then re-cut the winners inside 48 hours.

₹12L → ₹58L monthly sales

Read the Fast&Fit Nutrition case study →

What you get

  • Brand Brain build — voice, offers, references, guardrails
  • Up to 100 reels per week across formats and aspect ratios
  • Hinglish, English and regional voiceover with AI avatars
  • Quarterly studio day — product, tabletop and founder shoots
  • Hooks, captions and thumbnail variants per clip
  • Weekly performance readout with the next batch already queued

Pricing

How it's priced

Run this system on its own, or take it as part of a retainer where the engines feed each other. No hidden line items — we'd rather you spend on output than on markup.

On its own

Content Engine

From $2,500

Per month, USD

100 reels/mo of test creative at ~$0.30 a clip

Switch this system on

Included in

Retainer tiers with Content

  • Ignition$3,500/moAccess plus one activation lane.
  • GrowthMost chosen$7,500/moThe full loop — exposure to trial to purchase, measured.
  • Dominator$15,000/moStanding access across the network, every lane switched on.

Retainers are billed monthly in USD. Every engagement starts with a strategy sprint and a written scope.

See every tier

Straight answers

Will 100 reels a week look like AI slop?

That is exactly the failure mode we engineered against. Volume without a Brand Brain produces slop; volume inside your guardrails, cut from real footage, with a human approving every publish, produces a feed that looks staffed by a ten-person studio. Ask us to run a five-clip pilot on your brand before you commit to anything.

How is $0.30 a clip even possible?

Because we own the pipeline instead of renting it. One router across 420+ models means we buy compute at the cheapest capable tier per shot, the Brand Brain removes the briefing and revision loop, and the edit is programmatic. We built this to feed our own brands at scale — you are getting the same infrastructure.

Do we still need a photographer or a videographer?

For hero product and founder work, yes, and we bring one — that is the studio day. What disappears is the twenty-shoots-a-year treadmill for feed filler. One real shoot plus the engine covers a quarter of daily output.

We built this engine for ourselves. Now let's run it for your brand.

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