HR dashboard
✦ AI collaboration assessment

Hire people who work well with AI.

CognifAI measures how effectively candidates collaborate with AI on real business challenges — not just what they know about AI. Get multidimensional hiring insights, integrity signals, and HR-ready reports to identify candidates who can thrive in an AI-powered workplace.

No setup for candidates · One link · HR-ready report in minutes

How it works

One link. A real case. A report you can act on.

Candidates never install anything. They open a link, do the work, and the collaboration is assessed automatically.

🔗01

Candidate gets a link

Each candidate receives a unique, single-use token tied to the role and case. No account, no setup — they just begin.

🤝02

They solve a case with AI

A realistic business problem with an embedded AI assistant. Every prompt, correction, and decision is captured as it happens.

📊03

HR gets a structured report

Multidimensional scores, an integrity check, a candidate archetype, and a clear hiring recommendation — ready to share.

Why CognifAI is different

Most tools test AI literacy. We measure AI collaboration.

Knowing what a transformer is doesn't predict good work. The signal is in the dialogue: judgment, direction, and the ability to keep a model honest.

Quiz: “What is a hallucination?”
Multiple-choice prompt-engineering trivia
Did they spotthe AI's wrong number?
Did they iterate toward a defensible decision?
Assessment examples

One method. Every role.

Each candidate gets a scenario matched to the role they're applying for. Here's what an AI-collaboration assessment looks like across five very different jobs.

Engineering~40 min · role-matched

Software Engineer

🧩
Sample business scenario

A production API is failing intermittently under load. You inherit an unfamiliar service and a partial incident log, and need a root cause before the next deploy window.

🤝
AI-assisted task

Use the AI assistant to investigate the logs and code, propose a fix, and decide what to trust versus verify against the actual implementation.

📐
Competencies assessed
Questioning the AIGiving clear directionThinking for themselves
Example hiring insight from CognifAI

Caught the AI's wrong assumption about the retry logic and confirmed it against the code before committing. Strong critical-evaluation signal — recommend for senior backend roles.

Sample report

What hiring managers receive.

Every assessment produces the same structured report, so candidates are comparable and decisions are defensible.

MO
Maya Okonkwo
Software Engineer · US market entry case · completed in 38 min
87 / 100
Five collaboration dimensions
Giving clear direction88
Knowing what to hand off84
Questioning the AI92
Thinking for themselves90
Communicating clearly81
Profile level
🏆
Strategic Collaborator

Frames problems independently, directs AI with precision, catches all AI errors, and synthesizes original recommendations beyond what the AI produced.

Integrity check
  • Pasted content: 4% — original work
  • Time-on-task consistent with effort
  • Summary written in own voice
  • 1 off-task prompt (low concern)
Recommendation

Strong hire for AI-augmented strategy work. Advance to final round.

Scoring method

Five dimensions of working with AI.

Each transcript is scored against the same rubric. Dimensions roll up to one overall collaboration score.

🎯

Giving clear direction

Writes good quality prompts that communicate context, constraints, and intent to AI systems clearly.

⚖️

Knowing what to hand off

Judges when a task is right for AI and when it demands human reasoning — and acts on that call.

🔍

Questioning the AI

Evaluates AI output critically, catches errors and fabrications, and pushes back when the reasoning is weak.

🧠

Thinking for themselves

Applies independent judgement rather than delegating the final call to the model.

✍️

Communicating clearly

Turns the AI-assisted work into recommendations that are clear, structured, and decision-ready.

The AIQ profile

Five types of candidates. You only want to hire two.

43% of a typical shortlist is AI-Avoidant or AI-Dependent. Without measurement, they look identical to the people who can actually perform. CognifAI tells them apart by how they work with AI — not by what they claim.

Skip immediately

AI-Avoidant + AI-Dependent — 43% of your pool.

Hire with a plan

AI-Literate — ready with structured coaching.

Hire with confidence

Competent + Strategic Collaborator — the ones who move your roadmap.

Distribution · 500+ candidates · 2025–2026

AI-Avoidant0–29Skip15%

Avoids AI entirely. Needs full reskilling before any AI-augmented role.

AI-Dependent30–49Skip28%

Copy-pastes without judgment. High risk for any role that requires independent thinking.

AI-Literate50–67Hire with a plan35%

Uses AI well with guidance. Coachable — ready with a structured development plan.

Competent Collaborator68–83Hire16%

Integrates AI with domain expertise. Ready for most analytical and advisory roles.

Strategic Collaborator84–100Hire6%

Rare. Redesigns workflows around AI. Hire immediately.