It changes before it shrinks, and it rarely changes overnight. In the first months, agents usually only read and draft while people like you check their work. Routine tasks then move to the agent one capability at a time, and your job tilts towards held decisions, exceptions and quality. Those who learn to supervise agents early shape how it goes.
What happens in the first few months?
A careful deployment follows a pattern you can recognise.
| Stage | What the agent does | What changes for you |
|---|---|---|
| Announcement and pilot | Reads and drafts only | You check its drafts against how you would do the work |
| Certification on your cases | Is replayed against real past cases from your team | Your past decisions become the standard it is scored against |
| First live capability | Takes routine work within bounds | Your queue loses easy items and gains held ones |
| Wider rollout | Earns more capabilities on evidence | New roles appear: reviewer, analyst, owner |
| Steady state | Runs within limits, recertified regularly | Work centres on decisions, exceptions and quality |
The pace depends on evidence, not on a launch date. In a governed set-up, an agent earns each capability on the company's own cases, and that authority expires unless renewed. A failed certification run drops it back to reading only the same day, and work comes back to people.
Why does your experience matter more than it seems?
Your past work is the test the agent must pass. The cases you and your colleagues decided become the examples it is replayed against. Where the policy is ambiguous, someone has to say what the right answer is, and that someone is usually a person who has done the job for years.
That gives you weight during the transition, if you use it. People who explain clearly why a case should go one way are the ones asked to help train and review the agent.
What does this look like for one person?
Take a claims handler we will call Martin at a regional insurer. In the pilot, the agent drafts first notification summaries and Martin checks them. He writes short, specific notes when they are wrong. Three months later, the agent handles simple glass claims within limits, and Martin's queue holds the complex claims plus anything the agent was not allowed to settle.
Because his notes were good, he is asked to join the weekly review. Six months in, he is the named reviewer for two capabilities and spends part of each week sampling the agent's work. His job title has not changed, but his job has. Not every colleague's path was the same: the team is smaller than it was, and some people moved to other teams. Being honest about that is part of planning your own next step.
How do you come out ahead?
- Volunteer for the pilot. The people closest to the agent early learn the most.
- Write good feedback. "Wrong" teaches nothing. "Used the old policy; the current version excludes this" changes the agent.
- Learn the vocabulary. Depth, provenance, held, refused, certification. You will be taken more seriously.
- Keep a record of your decisions. Not client data, but what kinds of cases you decided and what you caught.
- Ask how roles will be defined. Many companies redraw their job architecture when agents arrive, creating a new job family for operations roles. Find out early.
- Get evidence employers can check. Useful inside your company, and outside it if your role changes.
What should your employer be doing?
Training before deployment, not after. The piece on whether employees need training before a company deploys AI agents sets out what good looks like. You should also know which new jobs appear when a company deploys AI agents, because those are your internal options. The guide to AI agent jobs and careers covers the wider field.
Where the Academy fits
Pryme Intelligence Academy's Foundations track is free and takes about four hours, which makes it a sensible first step the week your company announces agents. If you will review the agent's work, the Operator track covers human review and teaching the agent, and leads to a certificate your current or next employer can check at source.
Questions people ask
Will I lose my job?
Nobody can promise either way. Some tasks will move to agents, and some teams will get smaller. The people who learn to supervise agents are better placed, but it is not a guarantee.
Can I refuse to work with the agent?
That is a question about your contract and local employment rules, not about the agent. In practice, being involved usually gives you more influence than standing apart.
What if the agent makes mistakes I get blamed for?
In a governed set-up every verdict is filed with who decided and why. If the agent acted alone within its bounds, the record shows that. If you approved a held item, your reason is on file, which is why it is worth writing a good one.