How We Built AI You Can Trust | WorkLaw Canada

When you have just been terminated from your job, the last thing you need is bad information. Wrong advice about severance pay or employment rights can cost you thousands of dollars, or worse, lead you to sign away your rights without realizing it. That is why we hold our AI to a higher standard than a general-purpose chatbot.

At WorkLaw Canada, we believe that an AI tool for employment law must be accurate, grounded in real legal data, and honest about its limitations. Here is how we make sure of that.

Two AI Features, 60 Quality Checks

WorkLaw Canada offers two AI-powered features: an AI Chat Assistant that answers your employment law questions, and a Document Analyzer that reviews your termination letters, severance offers, and employment contracts. Each feature has been rigorously tested across dozens of real-world scenarios.

AI Chat Assistant: 32 Tests Across 7 Categories

Our chat assistant is tested in seven key areas to make sure it gives you reliable answers:

Grounded in real cases. Every response cites actual Ontario court decisions from our database, not made-up cases.
Covers both the law and the courts. It explains your rights under the Employment Standards Act (the legal minimum) and common law principles (what courts typically award), so you understand the full picture.
Gets the legislation right. When it references specific laws, it cites the correct sections and gets the details right.
Stays in its lane. Ask it to write a poem or give you stock tips, and it will politely redirect you to employment law topics.
Never makes things up. If it does not have enough information to answer confidently, it says so rather than guessing.
Always recommends a lawyer. It reminds you that it is an educational tool, not a substitute for professional legal advice.
Handles tricky situations. From vague questions to complex multi-issue scenarios, it responds thoughtfully.

Document Analyzer: 28 Tests Across 7 Categories

Our document analyzer is put through an equally thorough set of tests:

Recognizes what you upload. It correctly identifies severance letters, employment contracts, termination-for-cause letters, and more.
Spots the key terms. It pulls out the important details: your salary, years of service, the severance amount being offered, benefit continuation, and deadlines.
Flags red flags. It catches issues like below-minimum severance, unreasonably short deadlines, overly broad non-compete clauses, and missing legal advice recommendations.
Assesses fairness. It compares what you are being offered against what Ontario law and courts typically provide.
Gives you actionable next steps. It does not just identify problems; it tells you what to do about them.
Handles edge cases. Upload a cookie recipe by mistake? It will tell you it is not an employment document rather than making up an analysis.
Never fabricates details. If a document does not contain certain information, the analyzer says so instead of filling in the blanks.

Real Scenarios We Test

Our tests use realistic employment documents based on patterns we see in real Ontario workplaces. Here are a few examples of what our AI catches:

The Low-Ball Severance Offer

Imagine this: you have worked at a company for 12 years as a warehouse supervisor earning $52,000 per year. You are terminated without cause and offered just 4 weeks of severance pay with a 3-day deadline to sign.

Our AI catches six red flags in this scenario:

The 4-week offer is below the legal minimum under the Employment Standards Act for someone with 12 years of service
A 3-day signing deadline is unreasonably short and a pressure tactic
No recommendation to seek independent legal advice
Benefits are cut off immediately with no continuation period
Common law reasonable notice for this situation would likely be significantly higher than what is offered
A broad release of all claims with minimal compensation

The Unenforceable Non-Compete

A software developer is asked to sign an employment contract with a 2-year non-competition clause covering a 100-kilometer radius. Our AI flags this as likely unenforceable.

Why? Since October 2021, Ontario's Working for Workers Act added section 67.2 to the Employment Standards Act, which prohibits non-compete agreements for most employees. Only C-suite executives are exempt. Our AI knows this and explains it clearly.

The Hidden Constructive Dismissal

An employer frames a major change as an exciting new opportunity. But our AI sees through the framing and identifies it as a potential constructive dismissal when it finds:

A 30% salary reduction from $140,000 to $98,000
Demotion from Director to Regional Coordinator
Required to report to a former subordinate
Forced relocation to a different city
Loss of performance bonus and vehicle allowance

The AI explains that under Ontario law, these kinds of fundamental changes to employment terms, when imposed without agreement, may amount to constructive dismissal.

When the AI Says "I Don't Know"

One of the most important things our AI does is acknowledge its limits. When we test it with questions that require information beyond its database, or ask it to fabricate case names, it refuses. It will not invent court decisions or make up legal principles just to sound helpful. This honesty is a feature, not a flaw.

How Our Testing Works

We do not just run each test once and call it a day. Here is our process:

Multiple runs for consistency. Each scenario is tested several times to ensure the AI produces reliable results, not just lucky ones.
Automated quality checks. Our testing framework automatically verifies that responses contain the right elements: correct legal references, appropriate red flags, proper disclaimers, and accurate document identification.
Seven document types. We test across a full range of employment documents: standard severance letters, low-ball offers, employment contracts with restrictive covenants, termination-for-cause letters, constructive dismissal notices, non-employment documents, and even blank documents.
Continuous improvement. When we find an edge case where the AI falls short, we refine our approach and add it to our permanent test suite.

What This Means for You

When you use WorkLaw Canada, you can trust that our AI has been tested to:

Ground every answer in real Ontario court decisions and legislation
Identify specific issues in your documents, not just generic observations
Catch red flags that could cost you money or rights
Know its limits and tell you when you need professional help
Always recommend a lawyer for your specific situation

We are not trying to replace employment lawyers. We are trying to make sure that every Ontario worker has access to reliable, accurate information about their rights, so they can make informed decisions and know when professional advice is worth the investment.

Try It Yourself

Ready to see our AI in action? Here is how to get started:

Ask a question about your employment situation and get answers grounded in real Ontario court decisions.
Upload a document like a severance offer or employment contract and get a detailed analysis with red flags and next steps.

WorkLaw Canada is completely free and built for Ontario workers who deserve clear, trustworthy information about their employment rights.