Lesson 7 · 20 min
When the agent handles the information handoff and the report, the work of whoever coordinates changes shape. Managers, juniors, HR and IT are adjusting in different ways, and the market already offers governance, security and vendor certifications. In this lesson you choose your own move, learn how to evaluate a certification, and leave with a 90-day plan.
Start the lesson
Goal: choose your career move and evaluate an external certification by what it covers and requires, before deciding to take it.
Each block is a common starting point and where it is heading. Click to see what goes, what stays and what comes in.
These moves summarize the program's October 2026 market overview. There is no reliable data counting job openings by new title, so it does not appear here.
Four readings, with the source for each fact. The examples are from Horizonte, a fictional study company.
Gartner's October 2024 forecast speaks of cutting layers of middle management by the end of 2026. Deloitte and McKinsey describe the same manager differently: less handoff, more coordination, review and training.
The move is to stop being the channel that information passes through and become the person who sets limits, reviews exceptions and develops the team, both people and agents.
Patrícia stops building the weekly report by hand and starts deciding the 5% to 10% discounts, approving orders above R$ 5 mil and developing Juliana.
The Stanford Digital Economy Lab (08/2026) recorded a relative drop of about 19% in employment for young people aged 22 to 25 in the occupations most exposed to AI, without claiming that AI is the cause.
Whoever comes in starts reviewing what the agent did. A manager who wants to develop people has to make sure the junior also does the work, not just checks it.
Today Juliana answers what Hora doesn't know. To grow, she needs to decide cases, not just pass them along.
Forrester (Predictions 2026) forecasts that HR platforms will include management of the "digital employee." It is a forecast, not a released product.
For people in HR, the move starts before the tool: onboard the agent, say who evaluates it, and what happens to the work of the people who used to handle that task.
There is no dedicated HR. Today nobody has recorded that Hora "joined" the sales team, or who evaluates it.
Okta, AI Agents at Work 2026: almost two thirds of organizations apply weaker security controls to agents than to employees. Microsoft announced Agent 365 at Build (06/2026), aimed at managing agents in the company.
The move for IT is to treat each agent as an identity: with its own credential, minimum permissions and a record of what it did.
The email assistant uses the shared commercial@ account with permission to read, send and delete, and Hora keeps no record of its actions. Neither of them has its own identity.
What existed in October 2026, according to the training program's market overview. No independent "agent management" certification was found. Before deciding, check the price and rules on the official page.
EVALUATE CERTIFICATION · <name> · <issuer> · consulted on <date> 1. WHAT IT COVERS (official page): <governance / security / risk / management system / building agents> 2. PREREQUISITE: <none / another certification / experience> 3. IS IT FOR THE PERSON OR THE COMPANY? <...> 4. DOES MY ROLE OR MY CLIENT REQUIRE IT? [ ] yes, where: <tender, questionnaire, job posting> [ ] no 5. DOES IT TEACH HOW TO MANAGE AN AGENT DAY TO DAY? [ ] yes [ ] no, it covers: <...> 6. COST AND TIME (official page): <...> DECISION: [ ] take it by <deadline> [ ] not now, because <reason> [ ] never, because <reason>
I will paste the text from the official page of a certification. Answer only with what is in the text; whatever is not there, say "not informed". Text: """<paste here>""" 1. Who issues it and since when has it existed? 2. What does it cover, in up to 5 items? 3. What is the prerequisite to take the exam? 4. How much does it cost and how long does it take? 5. Does it certify the person or the company? 6. Does it address managing AI agents day to day (delegating, giving authority limits, supervising)? Quote the passage, if there is one.
| Credential | What it covers | Prerequisite | Managing an agent? |
|---|---|---|---|
| AIGP · IAPP, since 04/2024 | governance and responsible AI; strong on privacy and legal | none | governs; doesn't teach you to run the agent day to day |
| AAISM · ISACA, 08/2025 | AI governance and program, risk and controls, from the security side | requires CISM or CISSP | for those already in security |
| AAIR · ISACA | not confirmed: only a secondary source exists | check at isaca.org | not confirmed |
| ISO/IEC 42001 · lead auditor or lead implementer | audit or implement the AI management system; the standard certifies the company, the course trains the person | varies by certifying body | shows up in vendor questionnaires; it's not agent routine |
| Vendor credentials · NVIDIA, GitHub, Google, Oracle, IBM | build and deploy agents on each vendor's tool | varies | they're about building, not managing |
| Courses from schools and universities · offered in Brazil, in Portuguese | management and leadership with AI, some with agents | paid; from 4 hours to 10 months | they're courses, not an independent certification |
| INEMA "AI Manager" · coming soon at cert.inema.pro | the 6 courses of this program | qualification exam | yes, it's the focus; but it's a qualification, not regulated |
The INEMA certificate is a qualification, not a regulated professional certification, and it doesn't replace AIGP or ISO/IEC 42001 when the role or the client requires one of them.
One page. Three milestones, one per month, and one certification evaluated, even if the decision is not to take it now.
90-DAY PLAN · <name> · start <date> TODAY: <role> · MOVE: <manager → hybrid manager / junior → supervisor / HR → people and agents / IT → identity and permission / other> WHAT LEAVES MY WORK: <...> WHAT STAYS AND GROWS: <...> MILESTONE 1 (by <date>): <deliverable you can show, e.g.: map of the 9 objects of the area approved> MILESTONE 2 (by <date>): <e.g.: first process with a measured baseline> MILESTONE 3 (by <date>): <e.g.: one agent with an owner, authority limit and weekly review> PROGRAM COURSES: <G2, G3...> in the order <...> EXTERNAL CERTIFICATION EVALUATED: <name> · decision: <take it by X / not now because Y> WHO FOLLOWS UP: <name> · conversation on <date>
Patrícia Lima · Horizonte Distribuidora, fictional study company · start 11/03/2026
Three Horizonte people to develop; your own career for real.
For Patrícia, Juliana and Rafael, write each person's move (from the four in the diagram), what leaves and what grows in their work. Then, for each one, say whether any certification in the overview would make sense and why, using the evaluation sheet.
Done when: all three have a move, one line for what leaves and one for what grows, and a decision about certification with a reason ("not needed" also counts, as long as it says why).
Fill in the 90-day plan. Choose one certification from the overview that has some connection to your role, open the official page, run the prompt on its text and fill in the evaluation sheet. Schedule the first conversation with whoever will follow up on the plan.
Done when: the plan has the move, three dated milestones, the program courses in the chosen order, one external certification evaluated with the sheet with a decision and reason, and the first conversation scheduled on the calendar.
Nei explains why the technical part gets more accessible every month and the value moves to the decision: what to build, what stays with the person, what goes to the agent. And why your know-how doesn't show up in any certificate.
5 questions. The explanation appears after your attempt.
Question 1 of 5
What leaves and what grows in the work of a manager who becomes a hybrid team manager?
Question 2 of 5
You are a sales manager and want to learn to manage agents day to day. Does AIGP solve that?
Question 3 of 5
What are the NVIDIA, GitHub, Google and Oracle credentials about agents for?
Question 4 of 5
A large client sends Horizonte a questionnaire asking about its AI management system. Which reference shows up in this kind of questionnaire?
Question 5 of 5
What is the INEMA "AI Manager" certificate, and what is it not?
Choose an option. The explanation appears after your attempt.