A Cloud-Based AI Content and Productivity Platform Using Unified Workflow Orchestration
Pratham Sood, Chirag Bhateja, Ayush Dhingra, Vaidik Sharma
Abstract
This paper proposes a cloud-based artificial intelligence (AI) content and productivity platform that consolidates common language-assistance functions — drafting, summarization, rewriting, and planning — into a single Software-as-a-Service (SaaS) workflow. The key design element is a workflow orchestration layer that classifies user intent, applies task-specific prompt templates, preserves session context, and performs output post-processing to provide consistent, reusable results. A controlled evaluation comparing fragmented use of independent AI tools with use of the unified platform shows the unified workflow reduces average task completion time by 33% and reduces interaction count by 43%, while maintaining comparable output quality. The orchestration router achieves 0.92 intent-routing accuracy on a held-out request set.
Volume 1, Issue 2, 2026