01
Challenge 01
Intelligent Prompt Orchestrator
Build a persistent, asynchronous system that chains LLM tasks, validates real outputs, retries with diagnostic context, and reports what happened while the user was away.
TechOn 2026 challenge briefs
Each brief captures the original problem, build target and resources given to teams. Revisit the starting point behind every submitted project.
05 briefs · archive edition
01
Challenge 01
Build a persistent, asynchronous system that chains LLM tasks, validates real outputs, retries with diagnostic context, and reports what happened while the user was away.
02
Challenge 02
Build a tool that helps teams commit to a concrete next step under uncertainty by making Affordable Loss the decision driver instead of expected return.
03
Challenge 03
Build a prototype that identifies, categorizes, and routes personal or GDPR-relevant data across corporate drives, SharePoint sites, OneDrives, and other data sources.
04
Challenge 04
Build the missing registry layer that makes AI agents discoverable, reusable, searchable, recommended, and trusted across an organization.
05
Challenge 05
Build an AI assistant that maps real requirements to a structured product catalog, simulates cost and performance, and delivers an auditable purchasing recommendation.