New Corporate Training Course

AI Workplace Readiness

Safe LLM Usage

Your employees are already using ChatGPT, Copilot, and Gemini every day. This course makes sure they use them safely, protecting your data, your reputation, and your compliance posture, while teaching the prompting and automation skills that actually make them faster.

The risk you can't ignore

Every unguided LLM prompt is a decision someone will answer for

LLMs are extraordinary productivity tools, and they fail in ways most employees never see coming. A confident wrong answer, a pasted document that shouldn't have left the building, a biased recommendation, a copyright slip. Legal use isn't the same as safe use, and your AI vendor won't be the one held responsible when something goes wrong. That responsibility lands on you and your company.

Hallucinations

Models invent facts, figures, and citations that read as authoritative. Sent to a client or regulator, the error becomes the employee's, and the company's.

Data exposure & privacy

Pasting contracts, customer records, or source code into a public tool can leak PII and proprietary information that is often stored or used to train other models.

Bias & unexplainable output

When a model's answer can't be explained or traced, biased or indefensible decisions slip through, exactly what auditors, courts, and customers will scrutinize.

IP infringement & deepfakes

Generated text and images can reproduce copyrighted work or fabricate convincing fakes, creating legal and reputational exposure few teams are watching for.

Ethics ≠ compliance

AI can be perfectly legal and still deeply unethical. The two carry different but equally real business consequences, and most staff can't tell them apart.

A moving regulatory target

AI law varies by jurisdiction, industry, and use case, and changes faster than policy can keep up. Staying current isn't optional; it's mandatory.

Why "we're using it legally" isn't enough

The regulatory landscape is fragmented, fast-moving, and unforgiving. The real-world consequences fall into two buckets, and both hit the bottom line.

Legal violations can mean fines, litigation, and even criminal liability.

Ethical violations erode customer trust and, ultimately, revenue.

Regulation varies dramatically by jurisdiction, industry, and use case.

The landscape shifts constantly, so risk often emerges before the rules do.

Why this course

Turn anxious, ad-hoc AI use into confident, accountable use

This isn't a lecture on what to fear. It's practical readiness: your team leaves knowing exactly where the risks are, how to avoid them, and how to get genuinely more done with the same tools, with confidence, control, and accountability.

  • Recognize risk before it costs you

    Spot hallucinations, data leaks, bias, and IP traps in everyday work, and know the safe move each time.

  • Understand ethics and the rules

    Tell the difference between legal and ethical, and grasp the AI laws that actually apply to your business.

  • Work measurably faster

    Learn prompt-writing and task automation with agents that turn hours of busywork into minutes, done safely.

  • Choose and configure safer tools

    Compare popular LLMs and their guardrails, weigh chatbot vs. API, and know when third-party tools reduce risk.

  • Learn on your own schedule

    Short, focused modules let everyone on your team complete the training whenever it fits their day, with no fixed class times.

The curriculum

Three parts: understand the risk, work faster, lock it down

Short, focused modules your team can complete on their own schedule, moving from first principles to hands-on productivity to the controls that keep everyone safe.

1

AI Foundations & Risk Landscape

9 modules · 15–20 min each · ~3 hours total
01Introduction to Generative AI
02Risks of Generative AI
03Hallucinations, and solving them with data
04Explainability & transparency
05AI and bias
06Introduction to privacy & anonymization
07Ethics vs. regulatory compliance
08IP infringement & deepfakes
09Introduction to agents
2

Using Generative AI & Agents Effectively PRODUCTIVITY

Deep-dive modules · 30–40 min each
01Simplify tasks with Generative AI: writing effective prompts
02Using agents to automate repetitive tasks
3

Approaches to Address Risks

Applied modules · 20–30 min each
01LLMs and Training
02Comparison of LLM Training Processes
03Comparison of LLM Response
04Additional third-party tools

Who it's for

Built for everyone who touches AI at work

Leaders deploying AI or driving AI transformation

Anyone using AI, or planning to, across any department or function, including regulated fields like healthcare, finance, and education

Product leaders managing AI risk

Anyone building or buying AI-powered products

Now enrolling · Corporate & individual seats

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    AI Workplace Readiness: Safe LLM Usage is a training course by Pragmatic Data Services. © 2026 Pragmatic Data Services Inc. All rights reserved.