AI Skills for Non-Technical Managers
Understand hallucinations, bias and deepfakes, then put governance, checklists and human checkpoints in place.
Fluent, confident answers invite trust, yet AI can be wrong, biased or faked, and the manager who signs off carries the accountability. Explaining these risks to a team in plain language takes careful preparation. This deck does that groundwork for you.
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This is a ready-to-use, editable PowerPoint deck of 51 slides on AI risk, bias and fact-checking for managers. It covers hallucinations, bias, deepfakes and misplaced trust, three pillars of trustworthy AI, a five-step leadership plan, case studies and four toolkit templates.
Chapter 2 names the hazards: bias when algorithms discriminate, deepfakes and the erosion of trust, hallucinations and factual gaps, and the halo effect, where a coherent tone is mistaken for accuracy. A garbage-in, garbage-out slide shows the bias cycle, and the promise-and-peril slide keeps the picture balanced.
Chapter 3 introduces trustworthy AI through three pillars (robust, ethical and lawful), a four-part approach to bias (measure, analyse, mitigate, monitor) and a section on fact-checking language models, including a question you can ask vendors about factuality benchmarks. Chapter 4 gives five leadership steps: build AI literacy, implement a governance framework, prioritise bias detection, establish fact-checking protocols and champion human oversight.
Case studies cover recruitment screening bias, a deepfake incident in media and hallucinations in customer service. A short governance chapter touches on regulation, compute governance and global collaboration, and Chapter 7 is the toolkit: a risk-and-bias prompt pack, a governance SOP, a bias detection checklist and a fact-checking protocol template. The regulatory slides are summaries, not legal advice, and details change quickly.
Tap a slide to enlarge it.
Use the hazards chapter and the three pillars to agree where human checkpoints are mandatory before any AI-assisted decision goes out.
Run the three case studies as discussion cases, asking at each: what should the manager have checked, and when?
Adapt the fact-checking protocol and checklist slides so that every AI-drafted document in your team has a named reviewer.
Download the deck instantly, open it in PowerPoint, Keynote or Google Slides and edit the protocol and checklists to suit your sector. The toolkit begins at slide 36.
Instant download, no password. One-time payment.
Instant download. Single-user licence.
For your own use: present it, adapt it for your own sessions. Please do not resell or redistribute the file.
AI output should always be checked by a person before use. Educational content, not legal, security or professional advice.
Yes. It is a standard .pptx file with editable text, shapes and tables, so you can change wording, colours and order and add your own examples. It opens in PowerPoint and Keynote, and you can upload it to Google Drive to open in Google Slides. Layouts can shift slightly if a font is missing, so check the slides before presenting.
This deck is part of AI Skills for Non-Technical Managers, ten decks sold singly for INR 99 (USD 1.49) or together for INR 599 (USD 7.99). The others are: AI-Assisted Decision Briefs; AI for Better Meetings; Building Your Personal AI Copilot Stack; Delegating Without Losing Judgment; Prioritisation and Weekly Planning with AI; Change Management for AI Adoption; Secure AI Use for Managers; Prompting Fundamentals for Managers; Team Communication with AI.
Both. The hazard and case-study chapters present well in a session, and the four toolkit templates are built for individual or team use.
No. The governance chapter summarises the direction of regulation, with an example reference to the EU AI Act, at an awareness level. Laws differ by country and sector, so ask your legal or compliance team.
No. Terms such as hallucination, bias and fairness metrics are explained for non-specialists, and the checklists use plain steps. AI output should always be checked by a person before use.
₹99 including 18% GST for buyers in India, or $1.49 for buyers outside India. One-time payment, no subscription, with an automatic invoice.
Instantly. Your download page opens the moment payment succeeds, and a permanent link is emailed to you. No account or password is needed.
Yes. It is standard PowerPoint (.pptx), so you can change text, add your logo and remove slides. It opens in PowerPoint, Keynote and Google Slides.
Because it is a digital download, files are not refundable once downloaded. We always refund a duplicate charge or a failed delivery, and if a file is corrupted and we cannot fix it within 3 working days. Full terms: bodhih.org/refunds.
Measure the skill with an assessment.
Measure the skill with an assessment.
Turn what you take from this deck into an individual development plan (IDP) on Jobulary, naming the AI outputs in your work that must always get a human check.
Bodhih Training delivers live corporate programmes on responsible AI, bias awareness and critical thinking.
A complete workshop on the topic.
A complete workshop on the topic.
A certification pathway on this topic.
A practical PDF playbook.
