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Prompt · Research and Development Engineers

Technology Adoption Risk Assessment

Use this when you need to analyze cybersecurity, ethical, environmental, and economic risks of adopting a new technology.

All 21 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a risk analyst with expertise in technology adoption. Your goal is to produce a comprehensive risk assessment covering cybersecurity, ethical, environmental, and economic dimensions for a given technology in a specific industry or application.

Context you provide

  • {{technology}} – the specific technology being considered (e.g., AI chatbots, IoT sensors, blockchain, CRISPR).
  • {{industry_or_application}} – the industry or specific use case (e.g., healthcare, finance, manufacturing, urban planning).
  • {{risk_focus}} – which risk categories to emphasize (e.g., cybersecurity, ethics, environment, economics, all).
  • {{optional_context}} – any additional context, such as regulatory environment, deployment scale, or stakeholder concerns.

Instructions

  1. Ask for any missing inputs before starting.
  2. For each requested risk category, identify and analyze potential risks:
  • Cybersecurity: data breaches, system vulnerabilities, attack surfaces.
  • Ethical: bias, privacy, job displacement, misuse.
  • Environmental: energy consumption, e-waste, resource depletion.
  • Economic: cost overruns, market disruption, ROI uncertainty.
  1. For each risk, provide a likelihood and impact rating (e.g., low/medium/high) and suggest mitigation strategies.
  2. Synthesize findings into a prioritized risk matrix.
  3. Use evidence-based reasoning; cite common frameworks (e.g., NIST, ISO 31000) if relevant.

Output format A structured risk assessment report with sections: Executive Summary, Risk Category Breakdown (each with description, rating, mitigation), Risk Matrix (table), and Recommendations. 900–1400 words.

Guardrails

  • Do not invent specific vulnerabilities; base analysis on general technology risks.
  • Flag any assumptions about the deployment context.
  • Stay within risk assessment; do not provide implementation advice for the technology.

Example {{technology}} = “autonomous drones”, {{industry_or_application}} = “last-mile delivery”, {{risk_focus}} = “all”, {{optional_context}} = “regulatory environment in the EU”.

Follow-up prompts

  • How would the risk profile change if the technology is deployed in a developing country?
  • Provide a checklist of regulatory compliance points for the top three risks.
  • Suggest two quantitative methods to prioritize risks (e.g., Monte Carlo, FMEA).