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    Marketing & Growth

    AI UGC Video Generator

    Handles business process automation for SMBs, agencies and service businesses.

    What This Automation Does

    1. 1Captures incoming data from connected systems
    2. 2Validates and processes the incoming information
    3. 3Organizes and prepares data for the next step
    4. 4Executes the appropriate action based on the data
    5. 5Sends notifications to relevant parties
    6. 6Creates follow-up tasks or triggers additional workflows

    Why we built it

    We built this to take the repetitive steps out of the process for SMBs, agencies and service businesses and make the outcome consistent rather than dependent on who is on shift. The team keeps the judgement calls; the automation handles the routine.

    Problem It Solves

    Business process automation

    Best For

    Marketing agencies
    Ecommerce businesses
    Content creators
    Social media managers

    Business Benefits

    • Reduce time spent creating and publishing content
    • Improve consistency across marketing channels
    • Standardize content production workflows
    • Reduce manual work in campaign management

    What the AI does here

    • Schema-validated output

      The model's response is parsed against a defined schema, so a malformed answer fails loudly instead of flowing downstream as bad data.

    • LLM chain

      A fixed sequence of model calls - summarisation, drafting or classification - with no autonomous tool selection.

    • Language model call×2

      A direct model call for classification, extraction, drafting or scoring at a defined point in the flow.

    As built, this one runs on Google Gemini, OpenAI. Model and provider are chosen per engagement against your own accounts, cost tolerance and data-residency requirements — nothing here is fixed to one vendor.

    Tools Connected

    🎬Sora

    Used as part of the automation workflow for sora integration.

    ✨Gemini

    Used for AI-powered content generation and analysis.

    Available as

    A build we deliver for you

    Adapted to your systems, your data and your process — not dropped in as-is. Scoped and quoted per engagement.

    Part of

    Automation systems & workflows
    Systems connected2
    AI components3

    Architecture

    Workflow Architecture

    How this automation moves data, applies logic, connects tools, and produces business outcomes.

    Campaign Trigger

    trigger

    Data Validation

    validation

    Video Generation

    ai

    Business Logic

    router

    Data Processing

    database

    Published Content

    output
    Complexity
    Advanced
    AI
    Steps in the build

    21

    Operational steps counted in the workflow

    Systems connected

    2

    Sora, Gemini

    Departments Impacted
    Marketing
    Content

    Want this adapted to your process?

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