Evaluate how people work with AI

Observe how participants use evidence, work with AI, verify outputs and deliver a result in realistic tasks.

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Shaped through ongoing conversations with researchers and educators at

  • National University of Singapore
  • UNSW Sydney
  • Nanyang Technological University Singapore
  • The University of Sydney
  • Singapore University of Social Sciences
  • The University of Melbourne
  • Singapore University of Technology and Design

See what tests miss

01

Test the work, not test-taking

Realistic, AI-enabled assignments reveal how participants perform beyond memorized answers.

02

See demonstrated strengths

Identify what worked in the simulation and where better tools, workflows, or support may help.

03

See the risks behind the result

Surface weak verification, missed evidence, unsupported claims, and risky AI use hidden by polished outputs.

Eight assessments, available now

Each assessment is a 30-minute workplace simulation with realistic materials, optional AI support and a defined business deliverable.

  • Finance and controls

    2 assessments

    • FP&A Analyst

    • Accounting and Controls

  • Operations and delivery

    2 assessments

    • Business Operations Analyst

    • Project Manager

  • Research and strategy

    2 assessments

    • Market Research and Insights

    • Strategy Analyst

  • Go-to-market and customer work

    2 assessments

    • Product Marketing / Go-to-Market

    • Customer Success Manager

Coming next

Assessment areas in development, not currently available.

  • Commercial Contracts Analyst
  • Security Assurance / GRC Analyst
  • AML & Sanctions Investigator
  • Procurement & Vendor Risk Analyst
  • Insurance Claims Quality Reviewer
  • Demand Planning & Supply Chain Analyst

What the assessment measures

Context
Evidence
Orchestrate
Verify
Judgment
Delivery
AI fluency01of 06
01

Context Framing

Understands the assignment, audience, constraints, and success criteria.

Understand

Cover of a synthetic Two Prune AI fluency assessment report showing an overall score and evidence-led result summary.
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See the upside, the risk, and what to improve

Two Prune interprets observed work for individuals and teams, showing where AI helped in the simulation, where workflows broke down, and which capabilities may need strengthening.

  • Reveal where AI adds leverage and where it creates risk
  • Give participants evidence-linked areas to examine and improve
  • Spot recurring capability gaps across your team

Built to fit the assessment you need to run

Assessment library

Launch realistic simulations for analytical, strategic, operational, and customer work.

Custom scenarios

Use synthetic or anonymized workplace materials to mirror the work your team cares about.

Calibration controls

Use a fixed, versioned six-pillar method and state when evidence or comparison context is unavailable.

See AI fluency in the work itself

Run realistic assessments and interpret participant performance using the evidence available in each session.

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