gimmefy consolidated its AI engine on Google Cloud, slashing costs and latency while attaining a 98.5% execution success rate.
gimmefy consolidated its AI engine on Google Cloud, slashing costs and latency while attaining a 98.5% execution success rate.
Streamlining multi-model routing with a unified API
gimmefy operates a multi-model architecture, side-by-side routing jobs to 14 AI providers. Managing four distinct vendors previously created integration taxes, fallback bills, and 11-minute playbook latencies.
Google Cloud provided one unified API surface across text, image, video, and audio workflows. Leveraging Gemini 3.5 Flash drastically simplified fallback logic and lowered marginal costs. This enabled complex features like gimmefy's model arena, where seven models evaluate a brief simultaneously. By July 2026, Google models carried 52.3% of platform traffic, up from 22.0% in June.
The range is what did it. Text, image, video, and file understanding off one API, then Search Console, GA4, YouTube, and Slides sitting behind our reporting and our exports. Google went from one model option among several to the engine gimmefy runs on. Our customers feel that every day without ever seeing it.
Shalu Wasu
Founder, gimmefy
Enhancing reliability and
powering white-label AI video
Consolidating traffic on Google Cloud improved execution reliability, achieving a 98.5% success rate across 2,106 logged attempts. Over 90% of platform images now run on Google models. Additionally, integrating Veo 3.1 made commercial video generation viable within customer credit budgets, producing 1,236 clips (4.9 hours of video).
gimmefy also rebuilt its attachment pipeline around Gemini 3.5 Flash, processing 2,116 media segments across PDFs, decks, and audio. Today, Google Cloud models seamlessly drive white-label campaign generation behind 44 partner brand logos. Next, gimmefy plans to expand to Gemini Enterprise Agent Platform for European data residency. With Google Cloud unifying its core AI workflows, gimmefy is well-positioned to scale its high-performance platform seamlessly as enterprise demand for multimodal content grows.
gimmefy is white-label AI infrastructure for modern marketing teams, combining frontier models, brand context, marketing capabilities, governance, and plug-and-play deployment under their own brands.
Industry: Technology
Location: Singapore
Products: Gemini 3.5 Flash, Gemini 3.1 Pro, Gemini 2.5 Flash, Gemini 3 Pro Image, Veo 3.1
