Automation Hub
Internal assistant grounded in organizational data.
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CASE 38
Scroll AI Automation Hub
Integrated AI and Automation Infrastructure
Project overview
From operating need to a usable digital system.
An ecosystem combining an internal assistant, knowledge base, semantic retrieval, document processing, content workflows, and AI-driven business processes.
Business challenge
Operations relied on manual steps and data scattered across tools. The solution focused on integration, observability, and control over data and model execution. Internal assistant grounded in organizational data.
Critical flowKnowledge base using semantic retrieval.
Solution approach
What we designed and delivered
Product structure, workflows and operational controls translated into an executable experience.
- Internal assistant grounded in organizational data.
- Knowledge base using semantic retrieval.
- Document reading, classification, and extraction.
- Automated content processing and publishing workflows.
- Business actions triggered by AI outcomes.
Technology & capability
AI AssistantKnowledge BaseVector SearchLocal ModelsWorkflow Automation
A usable, scalable operating foundation was delivered, reducing manual steps and improving observability.
UI / UX journey
Interfaces built around real roles and tasks
Concept UI/UX visualizations based on the documented project scope.
Orchestration Canvas
Knowledge base using semantic retrieval.
Agent Runs
Document reading, classification, and extraction.
Usage Analytics
Automated content processing and publishing workflows.
Design gallery
Scroll AI Automation Hub UI/UX
Click any image to inspect the full interface board.