AI has moved from a nice-to-have skill to one of the most difficult capabilities employers need to recruit.
According to ManpowerGroup's 2026 Talent Shortage Survey, which interviewed 39,063 employers across 41 countries, AI skills have become the hardest-to-find technical capabilities globally.
Share of employers identifying these skills as difficult to find. Source: ManpowerGroup, 2026 Global Talent Shortage Survey.
As organizations move from experimenting with AI to deploying agents and AI-powered workflows, professionals need to understand more than how to write effective prompts.
They need to know how to use AI productively, design useful solutions, work with agents, manage adoption and apply AI responsibly.
That's why we're introducing six new MeasureUp Practice Tests covering Google Gemini Enterprise and, for the first time in our catalog, OpenAI.
From business users and consultants to developers, IT teams and cybersecurity professionals, the new tests are designed to help you assess your knowledge, identify gaps and build confidence in high-demand AI skills.
Six New AI Practice Tests at a Glance
The new additions cover different stages of enterprise AI adoption, from using existing agents to creating solutions, engineering new agents and deploying AI across teams.
| Code | Practice Test | Vendor | Best For |
|---|---|---|---|
| GE-DIA | Gemini Enterprise – Drive Impact with Agents | Business professionals using agents in everyday work | |
| GE-UAB | Gemini Enterprise – Use Agents to Build Agents | Builders creating new agents with AI assistance | |
| GE-BDA | Gemini Enterprise – Build and Deploy Agents with ADK | Developers building and deploying agents in code | |
| OAI-101 | OpenAI Consultative Solutions Practitioner | OpenAI | Consultants, pre-sales and solution leads |
| CYB-101 | OpenAI Cyber Solutions Practitioner | OpenAI | Cybersecurity professionals |
| CHT-101 | OpenAI ChatGPT Solutions | OpenAI | Teams deploying ChatGPT across organizations |
Choose your Practice Test based on the technology you use and the skills required by your role.
Why AI Agent Skills, and Why Now?
AI agents are changing how organizations approach work.
Instead of simply generating an answer, agents can be designed to carry out multi-step tasks, use tools, connect with information sources and support business workflows, within defined permissions and human oversight.
At Google Cloud Next '26 , Google introduced the Gemini Enterprise Agent Platform, reinforcing its focus on building, scaling, governing and optimizing AI agents.
OpenAI is also investing in workforce AI capabilities. Its OpenAI Certifications initiative has set a goal of certifying 10 million Americans by 2030, alongside expanding learning and professional credential pathways.
The opportunity is clear: as AI adoption expands, organizations increasingly need people who can translate the technology into real, measurable business value.
That includes professionals who can identify the right use cases, design effective workflows, understand technical limitations, manage risks and help teams adopt AI responsibly.
Learning these skills now can help you contribute while enterprise AI practices and credential pathways continue to develop.
Google Gemini Enterprise: Three Tests, Three Roles
Gemini Enterprise brings AI agents into business workflows, with tools for using, creating and managing agents.
Our three new Practice Tests reflect a natural progression: using agents, creating agents and engineering agents.
Google Gemini Enterprise
Explore the skills required to use, build and deploy enterprise AI agents.
Drive Impact with Agents
For professionals who use Gemini Enterprise agents in their daily work and want to turn AI capabilities into meaningful business outcomes, not simply faster drafts.
Use Agents to Build Agents
Designed for builders who use AI assistance to design and create new agents. A useful next step for professionals turning everyday workflows into agent-driven processes.
Build and Deploy Agents with ADK
For developers working with Google's Agent Development Kit (ADK), an open-source framework for building agents in code and preparing them for deployment.
Whether you're responsible for improving a business process or building production-ready agents, choosing the right starting point depends on your role and your level of technical experience.
OpenAI: Three New Practice Tests
For the first time, OpenAI joins the MeasureUp catalog.
Our initial three Practice Tests focus on professionals who help organizations identify, implement and manage OpenAI-powered solutions.
OpenAI
Build knowledge for AI consulting, cybersecurity and organizational ChatGPT adoption.
OpenAI Consultative Solutions Practitioner
For professionals advising organizations on OpenAI solutions: identifying opportunities, prioritizing use cases, defining business value and recommending appropriate next steps.
OpenAI Cyber Solutions Practitioner
For security professionals exploring how OpenAI solutions can support authorized defensive cybersecurity workflows, opportunity assessment and responsible solution planning.
OpenAI ChatGPT Solutions
For professionals helping organizations turn ChatGPT into practical business value: identifying workflows, planning adoption and supporting effective use across teams.
Whether you're consulting on AI opportunities, supporting cybersecurity teams or helping employees adopt ChatGPT, these new tests offer a structured way to assess your knowledge and identify where to improve.
Why Start Practising AI Skills Now?
AI products and professional credential programs are developing rapidly. Some vendor certifications and partner-specific credentials already exist, while other pathways continue to expand.
You don't need to wait for a particular certification to become widely available before improving your knowledge.
A structured Practice Test can help you make your learning more deliberate.
Discover what you really know
Hands-on experience with AI tools can be fragmented. Practice questions help reveal gaps that daily use may not expose.
Turn experience into knowledge
Detailed answer explanations help connect practical experience with broader concepts and technical understanding.
Prepare for evolving credentials
Building a foundation now can make it easier to approach relevant vendor learning paths and certifications as they develop.
Build confidence through evidence
Use practice results to identify strengths and weaknesses, then reinforce them through real projects and practical work.
Important distinction: A MeasureUp Practice Test is a preparation and knowledge-assessment resource. It does not, by itself, award a Google or OpenAI credential. Official certifications, badges and eligibility requirements are determined by the respective credential issuer.
What You Get with a MeasureUp Practice Test
Since 1997, MeasureUp has focused on IT certification preparation, with more than 10 million tests taken worldwide.
Our Practice Tests are designed to do more than simply provide a score. They help you identify gaps, understand mistakes and prepare with purpose.
Technically grounded questions
Practise with questions designed to evaluate relevant technical knowledge and applied reasoning.
Detailed explanations
Learn from correct and incorrect answers with explanations and supporting references.
Practice and Certification Modes
Use Practice Mode for learning and targeted review, then Certification Mode for timed, exam-style assessment.
Performance reports
Review your results, identify weaker areas and decide what to study next.
For these emerging AI skill areas, exam-style practice provides a structured learning environment. It should not be interpreted as a guarantee that the format is identical to a specific vendor credential examination.
Learn more about how MeasureUp Practice Tests work and how to use Practice Mode and Certification Mode .
Practice Test or Subscription: Which Is Right for You?
The right choice depends on whether you're focused on one skill area or building a broader AI and IT profile.
Individual Practice Test
Concentrating on one specific AI skill area or credential pathway?
Choose the Practice Test that matches your current role and learning goals.
Browse Practice TestsMeasureUp Subscription
Building skills across AI, cloud, cybersecurity and other technologies?
Access all six new Practice Tests plus more than 200 additional titles across leading technology vendors.
Explore Subscription PlansStart building your AI skills and save.
35% OFF Practice Tests and up to 60% OFF Subscriptions.
Explore current discounts and choose the preparation option that fits your goals.
Offers are subject to the terms, eligibility and availability shown at checkout.
Training a Team? Build AI Skills In-House
Many organizations are already rolling out Gemini Enterprise or ChatGPT. Buying the licenses is the easy part. Getting value from them depends on people, and with AI skills now the hardest to hire for, building them in-house is often the fastest route.
MeasureUp for Business helps you prepare whole teams at scale:
- Team seats from 5 users, with access to the full Practice Test catalog, including the six new AI tests.
- Volume packs of prepaid keys you can assign as needed.
- Volume discounts on bulk purchases.
- A Partner Portal to assign keys, manage users and track activity in real time.
- No contract or long-term commitment required.
More than 450 companies already use MeasureUp to get their teams certification-ready.
Gemini Enterprise and OpenAI Practice Test FAQs
Are official certifications available for these AI skills?
Some related credentials already exist, including Google Cloud partner specializations and OpenAI Partner Network practitioner credentials. Other learning and certification pathways continue to develop. Availability and eligibility depend on the specific program. MeasureUp Practice Tests are independent preparation resources and do not award vendor certifications.
Are the new Practice Tests included in the MeasureUp Subscription?
Yes. All six new Practice Tests are included in the MeasureUp Subscription, alongside more than 200 additional Practice Tests covering Microsoft, AWS, CompTIA, Cisco and other leading technology vendors.
Should I choose a Gemini Enterprise or an OpenAI Practice Test?
Choose based on the technology your organization uses and the work you do. Gemini Enterprise tests focus on using, creating and deploying Google agents. The OpenAI tests focus on consulting, cybersecurity opportunities and ChatGPT solutions. Professionals working across both ecosystems may benefit from both.
Which Practice Test should I take if I'm new to AI agents?
If you're primarily a business user, GE-DIA is a logical starting point. If you're creating agents with AI assistance, consider GE-UAB. Developers building agents with the Agent Development Kit can explore GE-BDA.
Are these the same questions used in official certification exams?
No. MeasureUp Practice Tests use preparation questions designed to evaluate relevant knowledge and skills. They are not copies of live vendor certification exams. Their purpose is to support learning, practice and self-assessment.
How can a MeasureUp Practice Test help me improve my AI skills?
Practice Tests help identify knowledge gaps, reinforce technical concepts through answer explanations and track performance. Combine practice with real AI projects and hands-on experience to strengthen your practical capabilities.
Can I buy these practice tests for my whole team?
Yes. Through MeasureUp for Business , you can get team seats from 5 users or prepaid volume packs, with volume discounts. Contact our B2B team for a quote.
Start Building the AI Skills Organizations Need
The AI skills gap won't close on its own.
As organizations adopt agents, ChatGPT and other AI-powered solutions, they need professionals who understand how to apply the technology responsibly and effectively.
Whether you're using Gemini Enterprise agents, developing new AI workflows, advising clients or helping teams adopt ChatGPT, structured practice can help you understand where you stand and what to learn next.
Six new Practice Tests. Two leading AI ecosystems. More ways to prepare for what's next.
The future of AI belongs to people who know how to use it.
Explore MeasureUp's new Gemini Enterprise and OpenAI Practice Tests. Assess your knowledge, identify gaps and keep building the skills that matter.
References and Sources
Industry data, platform announcements and preparation features reviewed October 2026. Vendor programs and certification availability may change over time.
- ManpowerGroup: 2026 Global Talent Shortage Survey
- Google: Gemini Enterprise Agent Platform at Google Cloud Next '26
- OpenAI: OpenAI Certifications and AI Foundations
- OpenAI Partner Network: Practitioner Credentials
- MeasureUp: About MeasureUp
- MeasureUp: Practice Test Modes and Configuration
- MeasureUp: Practice Test Score Reports
- MeasureUp: Subscription Plans