Vetted Lab
Confidence in AI judgement, minus the noise

Build durable AI judgement with guided practice

Vetted Lab delivers capture-the-flag style scenarios that help teams slow down, interrogate answers, and back up decisions with evidence across work, school, and home.

Evidence-first workspace

Investigate sources, capture findings, and submit structured answers without juggling tabs.

Guided skill building

Rhythms, prompts, and debriefs keep learners progressing without the hype-cycle scramble.

Team-ready analytics

Benchmark performance, surface blind spots, and share momentum with leadership-ready reports.

Trusted by teams exploringCivic innovation labsUniversity cohortsCommunity classrooms
AI and human collaboration illustration

How it works

Follow a guided journey from selecting the right track to reviewing detailed feedback. Every step is designed to build repeatable, evidence-based habits.

Discover the right scenarios

Step 1

Preview weekly drops and track recommendations so every learner starts with context that fits.

Skill tags and difficulty cues
Session previews and tools

Practice in focus mode

Step 2

Investigate prompts, search references, and capture notes inside a workspace built for judgement calls.

Integrated search and evidence capture
Clear timers with pause and resume

Compare notes with your team

Step 3

Share annotations, collect supporting docs, and align on decisions without losing the audit trail.

Threaded discussion on every challenge
Reference library shared across cohorts

Review feedback and grow

Step 4

See scoring rubrics, personalized next steps, and auto-generated recaps to keep progress on track.

Personalized recaps and follow-up sets
Team dashboards that flag blind spots

Focus workspace preview

Move through prompts, capture evidence, and synthesize recommendations without ever losing the thread.

Focus mode

Evidence notebook

Sources reviewed5
Flags raised2
Submission draftReady
Search snapshots • Saved clips
Submission checklist • Rubric view

Built-in collaboration

Threaded discussions, resource hand-offs, and facilitator prompts keep everyone aligned.

Actionable feedback

Rubric-based scoring plus next steps make it simple to plan the next session.