Generative AI
One pipeline for text, audio, image, and video
Shipped for A generative-AI automation startup · led by Shashwat Verma
01
The problem
Real production workflows needed to mix LLM steps with deterministic ones and run reliably for long stretches, across more than one input modality.
02
The constraint
The pipeline had to mix LLM steps with deterministic ones and stay reliable over long runs, across more than one input modality.
03
The system
A multi-agent platform with routing, state management, retries, and failure controls for reliable long-running execution, plus multimodal pipelines turning text, audio, image, and video into controlled outputs, taken from problem framing to production.
FIG. 01 · SYSTEM FLOW · 5 NODES · 4 FLOWS
04
The outcome
Reliable long-running agent execution in user-facing pipelines, with four modalities (text, audio, image, video) handled in one controlled system.