Agentic AI · Prezent.ai

Slide Redesign

AI-powered slide options at 90% less cost.

The stakes

Our AI built slides from scratch, but customers wanted new designs for slides they already had, content untouched. A vague ask, and ~2 design hours (~$100) per slide.

The job

Turn a vague customer ask into a buildable system, and own it end to end: what to build, cost and latency.

How

  1. 01

    Listen

    Worked directly with customers to pin down what "redesign" really meant.

  2. 02

    Map

    Built a relationship map of how every element on a slide links to the others.

  3. 03

    Target

    Either matched a library layout (list, category, photos, charts) or generated one with AlphaEvolve, an LLM judge and design rules I wrote with designers.

  4. 04

    Showcase

    Users got 10 variations of a single slide.

  5. 05

    Operate

    Managed LLM latency and cost with the ML team; too heavy for a standalone premium launch, so it runs on demand.

<$5
Per slide, down from ~$100 of design time
10
Design variations of a single slide
90%+
Lower cost per redesigned slide