Internal Automation
Hoski Internal Automation
Hoski needed internal software that could reduce repeated manual work and turn discovery processes into operational systems.
Frontend screens for internal review and action.
Backend workflows for data collection, enrichment, and state tracking.
Automation layer for repeated operational steps and agentic assistance.
Full Stack Product & AI Engineer
2026
Private case study
Next.jsNode.jsPythonAutomationAgentsInternal tools
Problem
Important business workflows were spread across manual research, repeated checks, and disconnected internal processes.
Outcome
Delivered internal tooling that made business discovery and operational follow-up easier to run consistently.
Constraints
- Support practical day-to-day operations instead of a one-off prototype.
- Keep workflows adaptable as business processes changed.
- Design interfaces for repeated internal use and fast scanning.
Contribution
- Built internal automation tools and discovery workflows.
- Designed product flows for operators who needed speed and clarity.
- Connected AI-assisted steps with traditional full-stack application logic.
Architecture
- Frontend screens for internal review and action.
- Backend workflows for data collection, enrichment, and state tracking.
- Automation layer for repeated operational steps and agentic assistance.
Sanitized case study: workflow names, data sources, and internal business logic are generalized.