AI consultant certification: ask what it proves.

What does a certificate really tell you?

Courses use this word in different ways, so check the details. Ask what the person learned and what they had to do. A course title alone does not prove how an agent works. You still need to see its rules and check results.

Truline does not give or hold an AI consultant certificate. We do not approve courses that give them. Constance is not a certificate either. It keeps rules and records of checks that people can read.

Here's the truth most courses skip. The best AI is the same AI we all have. You may not need a consultant at all. Our low-cost kits are software agents that do the job in your own accounts. Before you hire one, read what AI consulting services sell.

Ask to see how the work gets checked.

An agent may use old facts or get a request outside its job. You need to know what it can use and do. Ask which rules it follows and who checks the work. A record gives you facts you can ask questions about.

Clear rules show where an agent must stop and ask. Check which claims passed and when sources need another review. These records help your team review the work. They do not remove all risk. They do not prove that all legal rules are met.

Constance shows rules and checks, not a badge.

Constance keeps a record of rules, sources and claim checks. It shows which claims passed and which sources need another check. It is a working tool, not proof of a client result. It does not prove safety, privacy results, or that legal rules are met.

Set the job and limits

Constance records the job and where the agent must stop. The team can read those limits and check the work.

Check claims three ways

Three checks look at the source, the proof, and whether sources agree. Each starts fresh, without seeing the answer being tested. The checks run apart from each other.

Reuse checked facts

Claims that pass all three checks get a stamp. The record shows what passed and what still needs checking.

Keep sources up to date

Constance lists the sources and when they need another check. A source past that date must be checked again.

What to check before you use an agent.

Start with its job and where the work must stop. Ask to see the rules and sources it can use. Keep the three claim checks separate so you can review each. See which facts passed and when they need another check. Go back to the record when the work or rules change.

• The job the agent does and where it must stop.
• The rules it follows and the sources it can use.
• The separate results from each of the three claim checks.
• The facts that passed and when sources need another check.