How Predis.ai powers creative production for 100k+ users monthly with Polotno
KEY HIGHLIGHTS
COMPANY
Predis.ai is a generative AI SaaS platform that creates branded and editable social media content using a few lines of text, product details, or blog content. To support large-scale content generation, Predis embedded Polotno as the creative production layer inside their product, enabling high customization and scalable user workflows.
THE CHALLENGE
Overcoming development hurdles and time constraints to enhance the core product
Predis.ai needed a reliable way to generate editable social media posts on top of their AI system. Building a rendering engine and design infrastructure in-house posed a significant architectural challenge due to limited resources and the complexity of HTML canvas and low-level graphics APIs.
Their core competency was AI – not building and maintaining a production-grade creative engine. Diverting focus toward solving rendering, template logic, and editor edge cases would slow down their core roadmap.
THE SOLUTION
Embedding a production-ready creative engine
Polotno provided the embedded creative infrastructure Predis needed. Rather than building and maintaining their own rendering pipeline, template engine, and editing surface, Predis integrated Polotno as a core subsystem within their platform.
The integration process took approximately a week.
“We try and experiment a lot faster than what usually people do, so it was not more than a week with some initial bugs and fixes.”
Once integrated, Polotno became the engine powering user-editable outputs generated by AI. This allowed Predis to focus engineering effort on improving AI models and business logic instead of managing low-level graphics complexity.
"It was a very copy paste kind of thing that we initially did. It was up and running pretty quickly… within 1 or 2 weeks"
Aakash Kerawat
Co-Founder @ Predis
THE OUTCOME
Scaling user-generated content without internal rendering overhead
With Polotno embedded as the creative production layer, Predis deployed editable AI-generated content to 100k+ users monthly.
The integration:
– Accelerated time to production
– Reduced architectural risk
– Eliminated months of internal editor development
– Supported ongoing iteration without core infrastructure rewrites
Aakash estimated that integrating Polotno saved over four months of engineering effort that would otherwise have gone into building and stabilizing an internal editor and rendering engine.
Polotno now operates as the underlying creative engine inside Predis’ platform. Replacing it would require rebuilding the rendering and template system from scratch.
Beyond the technology itself, responsive support and rapid updates ensured Predis could evolve their production workflows in parallel with user demand.