For engineering leaders

AI readiness for engineering teams

AI readiness for engineering teams means you can see what your engineers can actually do with AI on real work, not what they claim in a survey. AgentProof assesses each person in about 15 minutes, all in chat, with a live task matched to their role. Everyone keeps a free certificate. You get a private report of team totals.

Start free for 30 daysRequest access

Why engineering AI checklists fall short

Engineering teams use AI for code assist, design notes, incident write-ups, test ideas, and docs. A checklist or a "who uses Copilot" poll does not show whether the output is accurate, complete, and safe to ship or share.

You need proof that:

  • Each person did a live task, not trivia about one vendor
  • The task fits engineering work, not a generic quiz
  • The result was graded on quality, not just finished
  • Safe use of code, secrets, and customer data was checked separately
  • Leadership can see group totals without reading private answers

What AgentProof measures for an engineering org

Each person gets:

  • A level from L1 Novice to L4 Master (definitions: levels glossary)
  • A safe-use rating of Strong, Solid, or Needs work (customer or company data, checking output, what not to hand to AI). Only they see that rating. Detail: Safe use of AI at work
  • A free certificate with a public verify link. What shows: how verify works

You, as the engineering lead, get a private report of totals once at least three people finish. Totals only. No individual chat answers. Scoring: How scoring works. Team product: how AgentProof works for teams. Report definition: What is a private team AI report?.

How an engineering team run works

  1. Start free for 30 days with a small group (or invite people one by one).
  2. Each person completes the assessment in about 15 minutes, using the AI tools they already use. Timing: How long does an AgentProof assessment take?.
  3. Everyone keeps their own certificate (LinkedIn-ready).
  4. At three finishes, your private report opens with group totals.

Vendor neutral: ChatGPT, Claude, Gemini, Copilot, or whatever the engineer already uses. No public seat price on this page. Start free, then talk to us when you need partners or a wider rollout.

What good looks like by level (engineering lens)

  • L1: Uses a chatbot for ideas and first drafts. Useful for light assist. Not enough if the role needs AI to produce reliable technical write-ups or structured work.
  • L2: Hands real tasks to AI and gets reliable drafts, research, or prep back. The common bar for roles that use AI day to day.
  • L3: Runs several AI agents together on one job (for example gather, draft, and structure across a workflow). Relevant when the role designs those workflows.
  • L4: Operates autonomous AI systems across whole workflows. Rare. The assessment requires proof of their own systems at this level.

Managers vs individual contributors

Quick answers

Can I see each engineer's answers?
No. The private team report is totals only. Verify pages never show answers, selfies, or email.

Do engineers use their own AI tools?
Yes. AgentProof is vendor neutral. The live task matches their role and the tools they already use.

How long does it take per person?
About 15 minutes, all in chat.

Is the certificate free for engineers?
Yes. Individuals always certify free.

When does the team report open?
When at least three people on the team finish.

Is there a public per-seat price here?
No. Start free for 30 days, or talk to us for partners and larger setups.

More in the AgentProof FAQ. Background: What is AI readiness? and What is an AI skills certificate?

Next step for engineering leaders

Start free for 30 days with a small group.

Individual access: Request access. Partners and multi-company: Talk to us or see AgentProof for partners.

AgentProof is live and invite only. We review requests by hand each week and email you from hello@joinagentproof.com when a spot opens.