Employees should participate in the benefits of useful AI adoption. For finance and people leaders, that means making an explicit decision about how improved work affects pay, workload, development and employment transitions. Agree what employees will receive, who qualifies and what the company must provide for the commitment to hold.
There is no universal percentage that makes the arrangement fair. Start with the benefit the team can actually demonstrate, listen to the people affected and choose terms the company can support. A faster draft does not, on its own, fund a pay increase or establish that a team can cover a shorter working week.
Establish what the team has gained
Suppose Jamie Lee leads customer service at an office-furniture supplier. Sam Taylor uses an approved assistant to draft replies to return requests from order details, the company's return policy and warehouse inspection notes. An employee checks eligibility and the proposed arrangements before sending the reply. The assistant cannot decide a refund or establish a chair's physical condition.
Jamie wants customers to receive answers sooner. Sam wants a more predictable finish to the day and time to learn other service duties. Alex Morgan, who inspects returned chairs, wants the office to stop requesting extra inspection detail without allowing time to provide it.
Before discussing a dividend, establish whether the change reduces total effort at the same service standard. Include drafting, inspection, checking, corrections and support. If Sam saves time while Alex takes on more work, the distribution question has already begun. The guide to personal productivity and company results explains how to trace that difference.
Keep the observed benefit specific:
- Less pressure. The team completes the required work with less active effort or less overtime.
- Available capacity. People can take on another agreed activity while maintaining service and quality.
- A financial improvement. A relevant cost falls or another financial outcome changes, after accounting for the resources required.
These can overlap, but they are not interchangeable funds to distribute. If paid hours and costs remain unchanged, the team may still have gained something valuable.
A February 2026 working paper by Donghyun Suh and Samil Oh examines this distinction using a weighted online survey of 5,512 Korean workers conducted in May and June 2025. It finds an association between reported time savings and job satisfaction even after accounting for reported output changes. The authors interpret reduced work intensity as one possible welfare benefit. These are self-reported, observational findings, not proof that a particular hours or reward policy will improve another company's results.
Choose a benefit employees can recognize
Ask employees what would make the change worthwhile. Do not assume that everyone wants the same bargain or can use the same benefit. Paid learning may be valuable to someone seeking broader responsibilities; someone regularly working late may care more about a reliable finish.
The ILO Director-General's June 2026 address calls for workers to share AI productivity gains through better wages, stronger protections and inclusive growth, with collective bargaining an essential part of that approach. This is a policy position. It does not prescribe an employer's payout formula.
For Jamie's returns team, compare the actual commitment behind each option.
| Proposed benefit | What would make it real | Question to resolve |
|---|---|---|
More predictable hours | Adjust assignments and maintain customer and warehouse coverage | Can people finish as agreed during ordinary busy periods? |
Paid development | Reserve time for learning another service duty, with someone providing feedback | Which existing work moves so practice can happen? |
Additional pay or profit sharing | Agree the basis, participants, funding, assessment period and decision owner | Is payment affordable and distinguishable from an unverified savings estimate? |
Support through changed roles | Name training, placement or transition commitments and who can authorize them | What happens if the expected next role is unavailable? |
An option is not a benefit merely because it appears in a presentation. Training assigned on top of a full workload may add pressure. A discretionary bonus described as guaranteed may create a promise its sponsor cannot keep. And a better rota does not replace an existing pay or employment commitment.
The business has a legitimate use for improved capacity too. In a September 2026 LinkedIn article, AI leadership adviser Sajid Hasan argues that more output within sustainable working hours can be a fair share for the company. He contrasts his own earlier willingness to work long weeks with the constraints of family life later on. His advisory perspective, which also promotes his writing, challenges the assumption that every saved minute must become time off. It does not establish a measured employer result or settle what Sam's team should accept.
Include the work beyond the person using AI
A reward available only to the person who submits the prompt can overlook the people who make the result usable. In the furniture example, Sam depends on current policy, reliable order details and Alex's inspection. The employee who checks a reply may carry responsibility for a mistake even if the drafting tool records no activity against their name.
A faster return reply still depends on work across the team
Sam prepares the customer reply
Approved order details and return policy inform a draft. Tool activity records only part of this work.
A service reviewer checks the arrangement
Eligibility and proposed next steps must match the records before the reply is sent.
Alex establishes the chair’s condition
Warehouse inspection supplies facts the reply needs. More detail requests can add work here.
Include these contributions when defining who participates. Ask whether the proposal shifts work to a group excluded from the benefit. Look at different shifts, part-time arrangements and roles with fewer suitable AI tasks, rather than assuming a usage ranking represents contribution.
This does not require an identical award for every person. It requires an explained basis that people can question. A team arrangement may fit work whose gains depend on shared records and checking. An individual contribution may warrant separate recognition through the existing reward process. Keep that decision consistent with the company's expectations for AI use in performance reviews.
Bring affected employees and their appropriate representatives into the discussion before the allocation is settled. An invitation to comment on a finished announcement offers little room to change the bargain. Where existing agreements or bargaining arrangements apply, use the relevant process with the people authorized to make commitments.
Put the employer's part in writing
Write an agreement that can be examined when work becomes difficult. For the returns team, that could begin with a proposal to use released capacity for paid practice and more predictable finishing times while preserving customer response coverage. It remains a proposal until the responsible people agree the work and resources behind it.
Record:
- The benefit and participants. State what employees will receive and why those roles are included.
- The employer's commitments. Name the time, coverage, budget, access and support required, with an owner who can provide them.
- The evidence and review point. Examine accepted replies, complete effort, workload and whether the promised benefit was delivered.
- The response to changed conditions. Explain who reviews the arrangement if demand rises, checking grows or the expected gain fails to appear.
Keep confirmed commitments separate from options still being investigated. A manager who can schedule practice may not be authorized to promise a permanent pay change or protection from redundancy. Have the appropriate people and employee representatives resolve those terms through the applicable company process.
There are examples of agreements addressing more than a cash reward. The ILO's July 2025 study of social dialogue, in its Deutsche Telekom case, describes arrangements connecting digitalization plans, job security, retraining and consultation over employment impacts. It also reports favorable assessments from works councilors. This is a case account in Germany's particular institutional setting, not a causal evaluation of a benefit-sharing formula or a current guarantee transferable to another employer. Its useful lesson is to examine the commitments and the process that supports them.
Review the bargain during a difficult week
Test the proposal against a busy returns period, using two warning signs:
- Canceled practice. If Sam's practice time repeatedly disappears, find out whether coverage was missing or the gain was overstated.
- A growing inspection backlog. If Alex falls behind, the office may have improved its response measure by creating pressure elsewhere.
Revisit the allocation before treating the new pace as normal.
A reply in an August 2026 Reddit discussion captures competing interests. A self-described engineering director said their company was still hiring and using AI to build more, while describing greater mental burden, context switching and concerns about future maintenance. The employer and claimed gains were unverified. The account illustrates why an expansion decision and employees' experience of that expansion need to be examined together.
Do not silently fill paid development time with extra assignments while continuing to report development as the employee's share. Equally, if no usable capacity has appeared, do not label a forecast as a delivered benefit. Discuss what changed, retain what is still supportable and use the agreed process to revise unresolved terms.
Bring one proposed allocation to the next meeting with the returns team, service owner and finance or reward owner. Ask each person to explain what the employee receives, what the business receives and who acts when the conditions fail. Resolve the differences before announcing the arrangement more widely.
Q&A
Should using AI automatically lead to a pay rise?
Using AI alone does not establish the contribution or funding behind a pay rise. Examine the employee's responsibilities, accepted work and contribution through the company's reward process. Separately decide how the team will share any demonstrated productivity benefit, including workload or development options. Keep existing pay commitments visible; a proposed training opportunity is not automatically a substitute for them.
What percentage of AI savings should employees receive?
No universal percentage follows from the evidence here. First establish what the gain means, what resources it requires and whether it produces cash that can support payment. Then agree eligibility, terms and review with affected employees or their representatives and the authorized decision owners. The benefit comparison helps distinguish a funded commitment from an attractive but unresolved proposal.
Can employees benefit if the company saves no cash?
Yes. A team might finish required work with less pressure, gain protected paid practice or move toward duties it values, while the wage bill remains unchanged. Confirm that the benefit reaches people in practice and that customer coverage and colleagues' workloads remain manageable. Record it as the relevant work or development improvement, rather than claiming a cash saving that has not occurred.
Should employees who do not use the AI tool be included?
Consider their contribution and how the changed work affects them. People maintaining source information, inspecting goods or checking replies may make a gain possible without directly using the tool. Agree an explained basis for participation and a way to question it. The returns-team example shows why prompt activity alone can miss essential work.
