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5-DAY UNDERGRADUATE VENTURE SPRINT · PRACTICED FORMAT

Do not just learn AI.
Use it to make something matter.

A multidisciplinary sprint that helps students move from AI tool use to project ownership: discover a real need, build an AI-enabled solution, test value and present the next move.

5 full daysCross-disciplinary teamsReal need validationDemo + pitch
01

A double-helix learning system

Capability grows while the project becomes real

CAPABILITY SPINE

Nine-Level AI Mastery

Students progress from prompts, toolchains and knowledge bases to agents, natural-language programming, AI employees and AI leadership.

1–3
Personal leverage
4–6
Working systems
7–9
AI leadership
VENTURE SPINE

Ten-Step Inquiry

Students move from self and user understanding through innovation, product, market, team, finance and public communication.

PurposeUserNeedSolutionValueMarketTeamFinanceCapitalStory
A responsible validation rule

A “real deposit” is an optional, school-approved learning experiment—not a requirement. Teams may use interviews, letters of intent, pre-orders, test sign-ups or expert review when payment is inappropriate.

Five-day build-and-validate cycle

One meaningful decision and one visible output every day

DAY 01

Purpose & real scenario

Map individual strengths, observe unmet needs and select a scenario that a team can credibly serve.

Scenario card + capability baseline
DAY 02

User & product

Build a project knowledge base, define the user and shape a solution that is faster, simpler or more human.

User brief + solution concept
DAY 03

Agent & validation

Create an agent or workflow, connect a lightweight system and place the proposition in front of real people.

Working demo + validation evidence
DAY 04

Team & economics

Design roles for people and AI employees, model cash flow and make resource-allocation decisions.

Operating model + financial view
DAY 05

Commander & pitch

Integrate the evidence, improve the story and defend the project before reviewers.

Final pitch + 30-day evolution plan

Learning mechanics

The sprint behaves like a small venture studio

LEARN · MAKE · SHARE · REVIEW

Half-day loops

Short instruction is followed immediately by building, peer explanation and evidence-based review.

RESOURCE MARKET

Virtual capital decisions

Teams use a simulated budget to buy services, form partnerships or invest—making trade-offs visible.

RADAR + COACHING

Capability progression

A Nine-Level radar and mentor checkpoints show what improved and what the next 30 days should target.

What students can show

A portfolio package—not five days of attendance

PROBLEM EVIDENCE

A credible need

Research notes, a user brief and evidence explaining why the project deserves attention.

AI BUILD

A working agent or workflow

A demonstrable prototype supported by a project knowledge base and clear operating logic.

VENTURE LOGIC

A ten-step project story

Positioning, product, market, team and financial assumptions connected in one concise narrative.

NEXT MOVE

A 30-day roadmap

An honest capability radar and next-stage plan for a competition, campus project, portfolio or venture.

Plan a pilot around your institution

Confirm the audience, scenario, duration, available mentors and expected evidence before delivery.