Challenges

Challenge
Briefs

Each challenge lives in its own brief. Open a box to read the problem, build target, and provided resources.

Challenge 01

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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.

Context chainingFailure recoveryAsync workflows

Challenge 02

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Uncertainty Navigator

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.

Affordable LossDecision toolsEnterprise pilots

Challenge 03

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GDPR Data Discovery

Build a prototype that identifies, categorizes, and routes personal or GDPR-relevant data across corporate drives, SharePoint sites, OneDrives, and other data sources.

GDPRData classificationHuman review

Challenge 04

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Agent SharePoint

Build the missing registry layer that makes AI agents discoverable, reusable, searchable, recommended, and trusted across an organization.

Agent registrySemantic searchReuse

Challenge 05

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AI Purchasing Decision Engine

Build an AI assistant that maps real requirements to a structured product catalog, simulates cost and performance, and delivers an auditable purchasing recommendation.

ProcurementCost modelingRecommendations