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The Spine and Tool Stack

Total questions: 6

Worksheet time: 3mins

Name
Class
Date
1.

Which statement best captures the core management principle for AI workflows in high‑stakes domains?

a)

Minimize human approvals to optimize throughput

b)

Outsource both speed and responsibility to vendors

c)

Automate responsibility and escalate only rare cases

d)

Automate speed but keep responsibility with humans

2.

Which set lists only orchestration/automation tools commonly used to glue workflows together?

a)

n8n, Zapier, Make

b)

Langfuse, OneTrust, Presidio

c)

Twilio, ElevenLabs, HubSpot

d)

Runway, Pika, Luma Dream Machine

3.

A team plans a live build: Lead → AI Follow‑up → Voice Call → Site Visit Booking → CRM Update. To responsibly ship this flow, which additional design choice is most aligned with consent and transparency as product features?

a)

Replace consent prompts with default opt‑in policies

b)

Prioritize fastest webhooks over auditability concerns

c)

Hide automation to keep users from gaming the system

d)

Log disclosures and require human approval checkpoints

4.

A team plans a short teaser video using GenAI tools. To minimize risk while keeping speed, which action best aligns with the workshop guidance?

a)

Add a disclosure that visuals are AI‑generated

b)

Replace voiceover with human‑only scripts

c)

Remove all brand logos from the final video

d)

Disable all automation in the pipeline

5.

Which practice best reduces blind trust in AI lead scoring within real estate operations?

a)

Rely on historical conversion rates only

b)

Add uncertainty and human review checks

c)

Increase model complexity and features

d)

Hide low-confidence scores from staff

6.

which AI tool beast for content

a)

Claude

b)

Chatgpt

c)

Groq

d)

Grok