1Z0-931-25 Oracle AI Autonomous Database 2025 Professional Exam Guide
The 1Z0-931-25 exam validates professional knowledge of Oracle AI Autonomous Database, including provisioning, administration, monitoring, migration, and use of database tools across shared and dedicated Exadata infrastructure. It is relevant to on-premises DBAs, cloud data-management professionals, and consultants. This guide helps you decide whether your current experience is sufficient, which Oracle learning resources to prioritize, how to build hands-on evidence, and when to schedule the exam through Oracle MyLearn.
What 1Z0-931-25 validates
Oracle identifies 1Z0-931-25 as the Oracle AI Autonomous Database 2025 Professional exam. The associated certification is intended to demonstrate that a candidate can provision, manage, monitor, and migrate workloads to Autonomous Database on shared and dedicated Exadata infrastructure, while also using AI Autonomous Database tools to develop an AI Autonomous Database.
The credential is therefore broader than a narrow provisioning test. Preparation needs to connect architecture, deployment choices, operations, security, performance, recovery, migration, and development. A candidate who can recite service names but cannot explain why a particular configuration or operational workflow is appropriate has a weaker preparation profile than someone who can work through those decisions in a lab.
Oracle’s badge description states that up-to-date training and hands-on experience or practice in AI Autonomous Database is highly recommended. Treat that as a practical signal about the level of preparation expected, even though the supplied official material does not provide a prerequisite list, passing score, question count, exam duration, or percentage-based blueprint.
Who should take this certification
The certification is available to all candidates, including on-premises DBAs, cloud data-management professionals, and consultants. The best starting point depends on the work you already perform: database administrators should connect existing operational knowledge to OCI and Autonomous Database workflows, while cloud professionals may need to strengthen core database behavior and administration.
On-premises DBA experience is useful for understanding workloads, users, backup and recovery, performance, security, and migration. It does not automatically prove familiarity with Autonomous Database service models, shared versus dedicated infrastructure, OCI policies, elastic resources, managed maintenance, or cloud connectivity. Make those gaps explicit before beginning revision.
Cloud data-management professionals should avoid assuming that general OCI familiarity covers database-specific decisions. Review database offerings, license types, provisioning, wallets, private endpoints, monitoring, Data Guard, and service-specific tools. Consultants should add architecture comparison and migration scenarios so they can justify a recommendation rather than merely describe a feature.
This is a poor fit for a candidate whose only plan is to memorize recalled questions. Oracle’s public description emphasizes demonstrated knowledge, successful use of features, workflows, and architecture. Use practice questions only as a diagnostic aid, never as a substitute for Oracle training, documentation, and supervised hands-on work.
Which skills belong in your study plan
Build your study plan around the official skill areas: migrating to AI Autonomous Database, provisioning AI Autonomous Database, deploying on shared infrastructure, deploying on dedicated infrastructure, leveraging AI Autonomous Database tools, developing on ADB, managing an ADB, and monitoring an ADB. These labels provide a more reliable planning framework than generic Oracle database revision.
Migration preparation should cover how workloads move to Autonomous Database and what must be assessed before, during, and after a migration. Your notes should include dependencies, connectivity, compatibility, security, validation, and rollback considerations. Do not reduce migration to a single tool or command; the certification description frames it as a workload capability.
Provisioning and deployment need separate treatment. Compare the decisions involved in shared infrastructure with those involved in dedicated Exadata infrastructure. The official course material includes Autonomous Database Dedicated and Cloud@Customer dedicated infrastructure, dedicated-resource provisioning, OCI policies, monitoring, and maintenance scheduling for patching.
Management and monitoring should be studied as an operating cycle. Oracle’s course material includes REST APIs, OCI CLI, patching and upgrades, access control lists, private endpoints, encryption keys, performance monitoring, notifications, Auto Indexing, Data Safe, compartment quotas, connectivity, wallets, and Autonomous Data Guard. Group these by operational objective so you can explain when each capability matters.
The development and tool areas also deserve hands-on attention. The course includes Oracle APEX, Oracle Machine Learning, natural-language queries using generative AI, Autonomous JSON Database, Oracle Text, Autonomous Spatial, and Autonomous Graph. Study the purpose and boundary of each tool, then practice selecting an appropriate service or feature for a stated data or application requirement.
Turn skill labels into evidence
For every skill, write one explanation, one configuration exercise, and one troubleshooting question. For example, under monitoring, record which signals you would inspect, how notifications fit the response process, and what you would verify after a change. Under migration, document assumptions, validation checks, and the evidence that would support a go or no-go decision.
This method exposes shallow familiarity quickly. If you can define a feature but cannot describe its inputs, dependencies, operational effect, or verification step, mark it as a practice gap rather than a completed topic.
Use Oracle’s learning path as the backbone
Oracle’s associated learning path is titled Become an Oracle AI Autonomous Database Professional (2025). It includes the Oracle AI Autonomous Database Professional course, seven skill checks, and a lab; the course is listed at 5 hours 27 minutes. Use that sequence as the central curriculum, then add focused practice where your diagnostic work shows uncertainty.
Start with the learning path rather than collecting disconnected articles. The course begins with Autonomous Database architecture and integration, Autonomous Database offerings, ADB offering and license types, and an OCI infrastructure overview. Those foundations help you interpret later material on provisioning, dedicated infrastructure, management, and monitoring.
Oracle describes the learning path as covering provisioning, managing, scaling, security, performance tuning, automation, backup and recovery, and integration with other Oracle Cloud services. Build a checklist from those areas and connect each item to a lesson, note, lab action, or explanation you can produce without copying the source.
The learning path is scheduled to be archived on September 30, 2026, according to the supplied Oracle learning-path information. Check the official page before relying on it, particularly if your preparation extends beyond that point. An archive or page change can affect access to course content and labs, but it does not by itself establish a change to the certification exam.
How to use the skill checks
The displayed skill checks for Getting Started, Serverless, Dedicated, and Managing and Monitoring require a score of 80% or higher to pass. Treat each result as a diagnostic signal. When you miss an item, return to the relevant lesson and perform the corresponding workflow instead of repeating the assessment until the answer becomes familiar.
Keep a short error log with three fields: the concept misunderstood, the clue that should have guided the decision, and the verification activity to perform. This turns assessment feedback into targeted practice and prevents the common mistake of confusing recognition of an answer with operational understanding.
Build a hands-on sequence that mirrors administration
Use hands-on work to connect the service lifecycle: understand the architecture, provision an environment, configure access and connectivity, manage resources, monitor behavior, apply operational controls, protect data, and test a migration or development use case. This sequence is more productive than opening unrelated features at random because each exercise supplies context for the next.
Begin with the getting-started material and identify the difference between a database service decision and an OCI tenancy or compartment decision. Then practice serverless workflows such as provisioning, starting and stopping instances, user management, autoscaling, elastic resource pools, cloning, moving databases, monitoring, backups and restores, and Data Guard.
Next, work through dedicated infrastructure. The official course material identifies Autonomous Database Dedicated and Cloud@Customer dedicated infrastructure, dedicated-resource provisioning, OCI policies, monitoring, and maintenance scheduling for patching. Write down which requirements cause the architecture choice to change, including isolation, resource control, operational responsibility, and maintenance planning.
Finish with management and monitoring exercises. Use the available training environment to practice the tools and workflows covered by the course, including REST APIs, OCI CLI, ACLs, private endpoints, encryption keys, performance monitoring, notifications, Auto Indexing, Data Safe, quotas, wallets, and Autonomous Data Guard. Record the expected result and the evidence that confirms it.
Do not treat a lab credential or temporary training environment as an exam secret. Oracle’s lab instructions warn users not to share lab credentials in the community. Keep credentials private, use only authorized environments, and report technical problems through the support path provided in the course.
Plan the lab before requesting it
Oracle’s preparation module says that candidates must schedule the lab to get lab time. The course instructions also direct learners to test and configure their system through the Oracle University connection page before participating. Complete the system check first, then choose a lab period that leaves enough uninterrupted time for the exercises you intend to perform.
The official instructions say to check back before the lab starts for the username and password, with the supplied course material giving a day-of-lab check at 9:00am local time. Because the interface may change, confirm the current instructions in Oracle MyLearn rather than relying on an old screenshot or copied timetable.
Some weeks may be unavailable for selection. Do not wait until the last possible study session to request a lab. If no suitable period appears, revisit the course schedule and official support instructions; do not infer that an unavailable week means the certification itself is unavailable.
Prepare for changing Oracle terminology
Oracle changed the service naming from Autonomous Database to Oracle Autonomous AI Database, according to the Oracle release notes dated October 14, 2025. The same release information explains that related names also changed, including Autonomous Transaction Processing and Autonomous JSON Database. Learn the underlying service concepts while noting the current terminology used in the official exam and course pages.
The release notes state that Oracle Autonomous AI Database 26ai replaces Oracle Autonomous Database 23ai. They also explain that CreateAutonomousDatabase can continue to use 23ai for dbVersion, while the OCI console shows 26ai and the REST API returns 23ai. This is precisely the kind of naming and interface distinction that should be checked against current Oracle documentation during preparation.
Create a terminology table with four columns: older term, current term, where it appears, and the functional meaning. Use it to avoid two opposite errors: treating renamed services as unrelated products, or assuming that identical names guarantee identical console, API, and documentation behavior. Always verify version-sensitive details against the official release notes and current product documentation.
A practical study roadmap
A useful roadmap has four stages: baseline assessment, structured learning, targeted lab practice, and readiness review. Set the exam date only after you know which skills require hands-on work and have checked the current Oracle scheduling information. The roadmap below is a planning recommendation, not an Oracle-mandated preparation sequence.
Stage one is a baseline review. Read the official exam title and certification description, list the eight published skill areas, and rate yourself on architecture, shared deployment, dedicated deployment, migration, tools, development, management, and monitoring. Mark each area as explain, perform, or troubleshoot. The lowest category should determine your first lab priorities.
Stage two follows the Oracle learning path. Complete the course in its published order, taking notes in decision form: requirement, available choice, configuration action, operational consequence, and validation evidence. Complete the skill checks after the related learning rather than postponing every assessment until the end.
Stage three is deliberate lab practice. Begin with provisioning and basic management, then move to serverless operations, dedicated infrastructure, security and connectivity, monitoring and performance, backup and recovery, and migration or development scenarios. Repeat only the workflows that exposed uncertainty. A lab session should end with a written review of what changed and how you confirmed the result.
Stage four is readiness review. Explain each skill area aloud or in writing without opening notes. Use scenario prompts such as selecting shared or dedicated infrastructure, protecting a private endpoint, investigating a performance signal, choosing a development tool, or planning a migration validation. If your answer names a feature but omits prerequisites, trade-offs, or verification, return to the relevant lesson.
Keep the roadmap flexible around access. Oracle’s lab material says that resources can be in use and that some weeks may not be selectable. Reserve alternative study activities—architecture notes, official documentation review, error-log analysis, and scenario writing—so a lab scheduling delay does not stop all progress.
A compact weekly review method
At the end of each study block, produce three artifacts: a one-page concept map, a short procedure written from memory, and a list of unresolved questions. The concept map should show relationships between OCI infrastructure, Autonomous Database offerings, security, operations, and application tools. The procedure should include a validation step, not just an action.
Use the unresolved-question list to choose the next lesson or lab task. This prevents passive video completion from becoming the measure of readiness. Time spent in a course is useful context, but the stronger evidence is whether you can make and defend a configuration decision.
How to schedule the exam responsibly
Oracle’s certification page says to buy an exam attempt, choose a date, and schedule the exam on Oracle MyLearn. It also states that a candidate has six months to take the exam after buying an attempt and scheduling it. Confirm the current terms, delivery instructions, system requirements, and available appointments in Oracle’s certification and MyLearn pages before purchasing.
Do not schedule solely because you have completed the course. Schedule when you can explain the published skills, have completed relevant hands-on practice, and can resolve errors using official documentation. If your background is mainly on-premises, give yourself additional time for OCI policies, service models, cloud connectivity, and dedicated infrastructure. If your background is mainly cloud-focused, verify that you can reason about database administration and recovery rather than only navigate the console.
Oracle’s certification page directs candidates to review system requirements and prepare the environment for an online exam experience. The supplied sources do not establish a specific exam delivery mode, duration, language list, question count, or test-center policy for 1Z0-931-25. Do not rely on third-party listings for those details; check Oracle’s live exam instructions close to scheduling.
Avoid these preparation mistakes
The most damaging mistake is substituting unauthorized dumps for skills practice. Recalled or leaked-content claims are not a reliable representation of the current exam, can encourage memorization without understanding, and do not teach safe administration. Use the official learning path, Oracle MyLearn, Oracle documentation, and authorized labs instead.
Another mistake is studying shared infrastructure while ignoring dedicated infrastructure. The certification explicitly covers both. Compare their architecture, provisioning workflow, policies, monitoring, resource model, and maintenance implications in your own notes.
Feature collecting is also inefficient. Listing APEX, Machine Learning, JSON, Text, Spatial, Graph, Data Safe, Auto Indexing, and Data Guard without knowing the problem each addresses creates false confidence. For every feature, write a use case, required access or configuration, expected operational effect, and verification method.
Do not confuse a successful skill check with mastery. Oracle’s displayed skill checks use an 80% or higher pass requirement, but passing an internal learning assessment is not the same statement as passing the certification exam. Review missed concepts and perform the relevant workflow.
Avoid copying stale terminology. Oracle’s release notes document recent service renaming and version behavior. If a course video, blog post, console label, and API example appear inconsistent, record the discrepancy and consult the current official source rather than choosing the most convenient wording.
Finally, do not postpone lab access until the end. Oracle’s instructions require lab scheduling, note that availability can be limited, and provide specific steps for obtaining access details. Make the request early enough to leave room for a second practice pass or support response.
Use official support and documentation correctly
Use Oracle MyLearn for the exam listing and scheduling path, the certification catalog for the credential’s stated scope, the learning path and course for structured preparation, and Oracle documentation for release-sensitive product behavior. Each source has a different job; combining them is more dependable than treating one page as a complete exam blueprint.
For lab problems, Oracle’s course instructions direct learners to the Lab tab and Support section to open a support ticket. The preparation material also provides an Oracle University support address for lab-related issues. Follow the current course instructions, avoid posting credentials, and preserve the exact error context needed by support.
For product changes, check the Oracle Autonomous AI Database release notes. The supplied release notes identify the October 14, 2025 naming change and explain the 23ai and 26ai interface distinction. Product terminology, console behavior, and API details can change independently of your personal study notes, so add a final documentation check before exam day.
For exam policy, appointment, and environment questions, use Oracle’s certification page and the official MyLearn exam page. The provided research does not verify a fixed price, retake rule, passing score, exam duration, delivery language, or question format, so those details should not be filled in from assumptions or third-party exam sites.
Make the final readiness decision
Schedule when your preparation demonstrates application, not merely exposure: you can map a requirement to an Autonomous Database option, explain shared and dedicated deployment decisions, carry out core management tasks, interpret monitoring information, protect connectivity and data, and outline a migration or development workflow with validation steps.
Before committing, revisit the eight certification skill labels and write a short scenario response for each. Include at least one operational constraint in every response, such as access policy, maintenance, resource behavior, connectivity, security, recovery, or compatibility. This makes gaps visible without pretending that a practice exercise reproduces the live exam.
Use the official badge description as the final scope check. It describes provisioning, management, monitoring, migration, shared and dedicated Exadata infrastructure, and AI Autonomous Database tools. If your preparation covers only the console’s basic create-and-connect flow, it is not yet aligned with that full scope.
After scheduling, continue with light review rather than attempting to learn every feature at once. Re-read your error log, verify current terminology, rehearse decision frameworks, and confirm the official exam instructions in MyLearn. Keep all preparation within authorized materials and use the exam as a validation of capability rather than a memorization exercise.
Conclusion
1Z0-931-25 is best approached as an administration and architecture credential for Oracle AI Autonomous Database, not as a list of isolated product terms. Start with Oracle’s official learning path, organize work around the published skills, use the lab to prove that you can perform and verify workflows, and check current certification instructions before scheduling. If a topic cannot be explained in terms of a requirement, configuration choice, operational consequence, and validation step, keep studying it before you book the attempt.
Official sources
- Oracle Database Training and Certification
- Oracle Certification
- Become an Oracle AI Autonomous Database Professional (2025)
- Oracle AI Autonomous Database 2025 Certified Professional
- Oracle Autonomous AI Database
- Prepare for Oracle AI Autonomous Database 2025 Professional | Learn ...
- Oracle MyLearn
- Oracle AI Autonomous Database Professional | Learn Oracle | Oracle ...
