A practical AI proficiency assessment built around real tasks, real tools and real-world judgment.
APTIQ evaluates how you actually work with AI — through simulated tool cockpits, iterative prompt steering, dataset verification, and hallucination audits.
Examine simulated AI generated market research. Identify the hallucinated citation and fabricated stat before it reaches stakeholders.
"Our enterprise cloud adoption rate grew by 42% according to Gartner 2024 Cloud Index (Ref #G-8402), which confirms our European footprint expansion."
Design multi-agent handoffs with error fallbacks and human approvals, connecting AI APIs to real business data.
Applies zero-shot JSON schema extraction with confidence scoring.
Query relational tables, detect silent calculation traps, and summarize cohort retention without mathematical hallucinations.
Candidate validated sample size sufficiency before drawing executive conclusion.
The Artificial Intelligence Proficiency Index (AIPI) is a standardized 0–1000 metric developed to measure practical human proficiency across seven core dimensions of real-world AI use.
Represents independent capability to steer LLMs, design safe prompts, automate workflows, and verify outputs against primary records.
Understand what AI can do, probabilistic limits and how to use it responsibly.
Formulate precision context, negative constraints and steer models in real time.
Find, cross-reference and verify source data while detecting hallucinations.
Reason with datasets, validate table structures and normalize messy information.
Generate multimodal content, calibrate tone and tailor outputs for C-level audiences.
Orchestrate agents, multi-step pipelines and human-in-the-loop governance.
Recognize security vulnerabilities, protect confidential PII and mitigate algorithmic bias.
Evaluates prompt efficiency, hallucination catch-rates, and multi-tool orchestration in under 35 minutes.
After benchmarking your Core AIPI, earn verified track credentials built for engineering, data, operations, and creative leadership.
Build software, full-stack prototypes and interactive tools with AI.
Analyze datasets, model feasibility and reason with structured tables.
Design AI-powered workflows, n8n pipelines and multi-agent systems.
Research and verify at depth with primary sources and citation audits.
Create across visual, copy and multimodal creative media workflows.
Every APTIQ assessment awards a tamper-proof digital certificate powered by the AIPI Standard. Share it on LinkedIn, embed it in your CV, or link directly to the immutable record on aptiq-test.com.


This certifies that
has demonstrated advanced practical proficiency in Artificial Intelligence tools and techniques under the AIPI Standard.
Most companies purchase AI seat licenses without knowing if their teams actually know how to use them. APTIQ replaces guesswork with objective capability diagnostics across departments.
Measure actual human competence and critical judgment, not just seat login frequency.
Customized tests for engineering, marketing, finance, and legal compliance.
Actionable gap analysis to inform training budgets, vendor selection, and pilot projects.
APTIQ does not test theoretical syntax. It evaluates practical proficiency across modern frontier models, coding interfaces, and automated workflow orchestrators.
Steer models through system instructions, zero-shot vs few-shot strategies, context windows, and output constraints.
Rapid full-stack prototyping, interactive web widgets, debugging errors, and safe git workflow governance.
Multi-agent handoffs, webhooks, structured JSON parsers, and enterprise human-in-the-loop approvals.
Tabular reasoning, Excel Copilot formulation, knowledge synthesis, and verified research citation tracing.