Overview

An employee discloses that they have bipolar disorder and need accommodations. You ask AI to draft an accommodation response. AI produces: "We are committed to providing reasonable accommodations in accordance with the Americans with Disabilities Act. We welcome the opportunity to engage in an interactive process with you to determine appropriate accommodations."

This is technically correct. It's also generic, sterile, and tells the employee nothing about whether their specific request will be approved. The employee is left anxious and confused.

Accommodations and leave are deeply personal. When someone discloses a disability or requests leave, they're taking a risk. They're trusting the company to handle it fairly and confidentially. Generic, corporate language feels dismissive. It signals bureaucracy over care.

But accommodations and leave are also legally sensitive. They're protected categories under ADA, FMLA, and state law. A careless word choice can create legal exposure. Vague communication creates confusion and seeds future disputes.

This is the balance: your communication should be personal and warm, while legally sound and precise. It should confirm you're taking the request seriously. It should explain the process clearly. It should move toward a solution, not disappear into process.

This lesson teaches you to use AI for accommodation and leave communication without losing the personal touch or creating legal problems. The core principle: your legal team advises on substance (is this accommodation required?). AI helps you communicate clearly.

Why This Matters for HR Professionals

Accommodation and leave situations involve protected legal categories. Mistakes here create liability in multiple directions:

Company liability: Failure to provide reasonable accommodation, discriminatory treatment, hostile environment.

Individual liability: The employee can sue if you handle the request unfairly or retaliate for requesting accommodation.

Relationships: How you handle an accommodation request sets the tone for the entire employee relationship. Handle it with respect and clarity, and the person feels valued. Handle it with corporate brush-off, and you've created resentment that lasts years.

You need to be:
- Fair: Provide reasonable accommodations unless there's undue hardship
- Legal: Comply with ADA, FMLA, state law, company policy
- Confidential: Don't broadcast someone's medical situation
- Responsive: Timely decisions and communication
- Clear: The employee knows exactly what's approved and what happens next

AI can help with communication and process clarity. But your legal team must advise on substance. Is this accommodation legally required? What are the liability risks? How should we respond?

Important: For any accommodation request or leave situation, verify with your legal team or HR compliance person before finalizing any response. AI can help you communicate clearly, but a lawyer should advise on whether you must approve, can decline, or can negotiate alternatives.

The Accommodation Process: Five Steps

When someone requests an accommodation:

Step 1: Receive and Acknowledge (Immediately)

Someone emails or tells you: "I have a medical condition and I need an accommodation." Or: "I need to take FMLA leave."

Your immediate response: acknowledge. Not a decision. Not a legal analysis. Acknowledgment that you received the request and will work on it.

Good acknowledgment:
"Thank you for letting me know about your accommodation need. I appreciate your trust in bringing this forward. This is important, and I want to work with you to find a solution that helps you succeed in your role. I'll be in touch within a few days with next steps."

Bad acknowledgment:
"We've received your accommodation request. We will evaluate it per ADA guidelines and get back to you."

The good version is warm, specific, and shows you care. The bad version is corporate and vague.

How to use AI:

Prompt: "Someone has requested an accommodation. I need to acknowledge the request in a warm, professional way that shows I'm taking it seriously. I'll address the specific request later. Right now, I just want to say: I received this, it matters, we'll work on it together."

AI produces something warm and professional that you can personalize.

Timeline for acknowledgment: Within one business day. Don't make them wait.

Step 2: Gather Information (Interactive Process)

After acknowledgment, you have conversations to understand the need.

This is the "interactive process" that ADA requires. It's not a form. It's a conversation aimed at understanding: what's the challenge the person faces, and what might help?

What you need to understand:
- What's the medical condition or situation? (General understanding, not detailed diagnosis)
- How does it affect their work?
- What accommodations have they thought about?
- Are there accommodations that would help?
- What's the timeline? (Urgent or can you plan?)

How to document this:

After conversations, summarize in writing: "Based on our conversation, I understand: [their need]. Is this correct?"

This confirms alignment and creates a written record that's much clearer than conversation notes.

How to use AI:

Prompt: "I had a conversation about an accommodation request. Here are my notes: [your notes]. Summarize the employee's need clearly and concisely so I can confirm alignment with them and with legal."

AI helps you extract the core need from rambling conversation notes.

Timeline: Within 1-2 weeks of receiving the request.

Step 3: Get Legal Advice (Essential, Not Optional)

Before you approve any accommodation, have legal advise.

You don't ask AI this. You ask your legal team or HR compliance person:
- Is this an ADA-covered accommodation?
- What are our legal obligations?
- Can we decline? If so, on what grounds?
- What are alternative accommodations we could offer?
- What's our liability risk?

You don't present this to the employee. Legal advises you. Then you make a decision. Then you communicate the decision.

Timeline: While gathering information and identifying possible accommodations.

Step 4: Make a Decision and Communicate It (Clear and Specific)

Once you've decided on an accommodation, communicate it clearly.

Good decision communication:

"We've decided to approve your accommodation request. Here's what we're approving: You'll work from home on Mondays and Thursdays. You'll be available for meetings on other days and via Zoom on your remote days. You're expected to attend in-person meetings when scheduled on your office days. This starts on [date]. We'll check in after four weeks to see how it's working. If you need to adjust, let's talk. Contact me if you have questions."

Bad decision communication:

"We've approved flexible work arrangements to accommodate your needs. Additional details will be provided as we move forward."

The good version is specific. The employee knows exactly what's happening and when. The bad version is vague and creates anxiety.

How to use AI:

Prompt: "I've approved an accommodation: [describe it in detail]. Write a decision letter to the employee that's clear, warm, and specific. Include: what's approved, when it starts, check-in timeline, how to reach out if they need adjustment."

AI drafts something professional and clear.

What to include:
- What's approved (be specific)
- When it starts
- What's expected of the employee (availability, communication, etc.)
- Check-in timeline (when will you assess if it's working?)
- How to request adjustments
- Reassurance (this is an accommodation we're making to support you)

Timeline: Within 1 week of decision. Don't delay.

Step 5: Follow Up (Validate and Adjust)

After a few weeks, check in: "How's the accommodation working? Are you getting what you need? Do we need to adjust?"

Most accommodations work. Some need tweaking. Some fail and need rethinking. Your follow-up determines which.

Timeline: Check in after 3-4 weeks. Then periodically (quarterly or as needed).

Leave Management: FMLA, Parental Leave, and Other Protected Leave

When someone requests leave (FMLA, parental leave, medical leave, etc.), the process is similar but more about information and benefits continuation.

The leave process:

• 
  Acknowledge the request: "Thanks for letting me know. We're here to support you."
• 
  Gather information: How long? What's the situation? When do they need to start?
• 
  Verify eligibility: Are they covered by FMLA? Have they been here long enough? Have they worked enough hours?
• 
  Explain benefits: What happens to pay? What happens to benefits? How long can they take?
• 
  Get their signature: On FMLA paperwork or company leave approval.
• 
  Stay in touch: Check in periodically. Help them with questions during leave.
• 
  Plan return: When are they coming back? What will their role be? Do we need to adjust anything for their return?

What employees need to know about leave:

• Are they eligible?
  - How long can they take?
  - What happens to their pay? (Paid, unpaid, partially paid?)
  - What happens to their benefits? (Health insurance, 401k, etc.)
  - When do they need to return?
  - What's the return-to-work process?
  - Who will cover their work while they're gone?

How to use AI:

Prompt: "Someone is requesting FMLA leave / parental leave / medical leave. Summarize for them: eligibility, length available, pay status, benefits continuation, return timeline. Keep it simple and clear. Format as an email they can understand."

AI can draft a leave summary that's clear and compliant (assuming your legal has verified the substance).

Real example:

Employee: "I'm having a baby in 4 months. I want to take parental leave."

You use AI to draft (with legal review):

"Congratulations on the arrival of your new baby! Here's what you need to know about parental leave:

Eligibility: You're eligible for up to 12 weeks of unpaid leave under FMLA. You can also use paid time off if you have it available.

Pay: Your first 4 weeks will be paid (company policy). Weeks 5-12 are unpaid but your job is protected. You can use accrued PTO if available.

Benefits: Your health insurance continues during leave. Your 401k contributions pause but you can restart them when you return.

Return Date: You'll return on [date]. Your role remains the same. We'll discuss any adjustments before you leave.

Timeline: We need your leave dates confirmed by [date]. Medical certification might be required.

Questions? Let's set up a call."

Clear, warm, comprehensive. The employee knows exactly what to expect.

Confidentiality in Accommodation and Leave

Never disclose someone's accommodation or medical reason for leave publicly.

Confidentiality tiers:

• To the employee: Full details. No restrictions.
  - To their manager: Only what they need to know to support the accommodation. "Sarah is working remote Tuesdays and Thursdays" (not why).
  - To the team: Minimal. "Sarah's schedule has changed. She'll be in office [days]" (not why).
  - To others: Nothing. You don't share accommodation or leave information with other employees.

How to use AI:

Prompt: "I need to brief Sarah's manager on her accommodation without disclosing medical details. Here's the accommodation: [describe]. Draft a manager memo that explains what's needed without sharing medical information."

AI helps you communicate what people need to know while protecting privacy.

Denial and Reasonable Alternatives

Not every accommodation request can be approved. ADA requires "reasonable accommodations" unless there's "undue hardship."

Reasonable = it actually helps the person do their job and doesn't impose significant burden on the company.

Undue hardship = significant difficulty or expense given the company's size and resources.

When you might decline:

• The accommodation is not reasonable (it fundamentally changes the role)
  - There's undue hardship (true financial or operational burden)
  - The person can perform essential job functions without accommodation

When you decline, propose alternatives:

"We can't approve working from home full-time because you need to be in-office for client meetings. But we can offer: work from home 3 days per week, flexible hours to manage your condition, or a role change to a position that allows more flexibility. Which would help?"

How to use AI (with legal review):

Prompt: "The employee requested [accommodation]. We can't approve because [reason]. What are reasonable alternative accommodations we could offer that might address their need?"

AI can brainstorm alternatives that you then discuss with legal and the employee.

Try This Now: Two Hands-On Exercises

Exercise 1: Draft an Acknowledgment

Imagine an employee has requested an accommodation.

Prompt: "Someone has requested an accommodation. Draft a warm, professional acknowledgment. Show I'm taking it seriously, I appreciate their trust, I'll work with them to find a solution. Keep it under 100 words."

Exercise 2: Draft a Leave Summary

Imagine an employee is requesting parental leave.

Prompt: "An employee is requesting 12 weeks of parental leave. Draft a clear summary for them: eligibility, length available, pay status (first 4 weeks paid, remaining unpaid), benefits continuation, return timeline. Keep it simple and warm."

Practical Application - "What to Do Monday Morning"

• 
  Create an accommodation process: Define how requests are made, who handles them, timeline for responses.
• 
  Train yourself and your team: How to respond to accommodation requests with warmth and clarity.
• 
  Build templates: Acknowledgment, information gathering summary, decision letter, leave summary.
• 
  Establish legal review process: Who reviews accommodation/leave decisions before they're finalized?
• 
  Develop manager guidance: How do managers support accommodations without over-disclosing?
• 
  Document everything: Requests, conversations, decisions, follow-ups. It all matters if there's a dispute.
• 
  Follow up: Check in after a few weeks. Is the accommodation working?

Key Takeaways

• Accommodation requests are legally sensitive: Get legal advice.
  - Acknowledge promptly: Show you're taking it seriously.
  - Gather information through conversation: Understand the real need.
  - Get legal advice before deciding: Don't make substance decisions without legal guidance.
  - Communicate decisions clearly and specifically: Not vague, but concrete.
  - Protect confidentiality: Know who needs to know what.
  - Follow up: Is the accommodation working?
  - Propose alternatives if declining: Rarely do you have to say no. Usually you find a reasonable accommodation.

FAQ

Q: Do I have to approve every accommodation request?
A: No. You must approve reasonable accommodations. If it's not reasonable (undue hardship), you can decline. But you must engage in the interactive process first.

Q: How long do I have to respond to an accommodation request?
A: Depends on the situation. Ideally, provide a preliminary response within one week. A final decision within 2-4 weeks. For emergencies, much faster.

Q: Can I ask for medical documentation?
A: Yes. For ADA accommodations, you can request medical certification from a healthcare provider. But you can't ask for diagnosis details. You can ask: "Does the condition limit [function]? What restrictions does the person have?"

Q: What if the accommodation is very expensive?
A: Cost alone isn't enough to deny. But significant undue hardship is. Evaluate: company size, financial resources, nature of the accommodation. A large company denying a $500/month remote work accommodation? That's not undue hardship.

Q: Can I ask for information about the condition itself?
A: Not the diagnosis. You can ask about functional limitations: "What specific tasks does this condition affect?" But you don't need to know the diagnosis or medical details.

Q: What if someone is on leave and never returns?
A: They've abandoned the job. Treat it like any other no-call-no-show after the leave expires.

What's Next

You've covered the major HR functions: recruiting, communications, learning, performance management, compensation, and employee relations. Chapter 8 is about the meta-level: prompt engineering, few-shot learning, structured output, and building your personal verification checklist for all the work you've covered.