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Question 1Technology Management
In IT service management, which term describes the maximum acceptable time a service can remain unavailable before its business impact becomes unacceptable?
- Recovery time objective
- Service level target
- Availability baseline
- Maximum tolerable outage Correct answer.
Explanation
The maximum tolerable outage (MTO) is the longest period a service can be down before the organization's viability or business continuity is seriously threatened. It is a business-driven limit, distinct from technical recovery targets, and it constrains how recovery plans must be designed.
Question 2Technology Management
A technology manager wants to compare the total cost of ownership of an on-premises data center with a cloud subscription over five years. Which cost category is most often omitted when only the subscription price is considered?
- Vendor marketing fees
- Migration and ongoing integration effort Correct answer.
- Monthly compute charges
- Cloud provider electricity costs
Explanation
A fair TCO comparison must include one-time migration, retraining, integration, and ongoing operational effort, which are frequently left out when only the recurring subscription price is examined. These transition and integration costs can dominate early-year spending and change the break-even point.
Question 3Technology Management
Which document formally records the agreed service levels, responsibilities, and escalation paths between an IT provider and its customer?
- Configuration management plan
- Statement of work
- Change advisory record
- Service level agreement Correct answer.
Explanation
A service level agreement defines the measurable service commitments, the responsibilities of each party, and the escalation route when targets are missed. It is the reference document used in service reviews and in assessing credits or penalties.
Question 4Technology Management
Under a typical ITIL-aligned change management process, which type of change is pre-approved because it is low risk, well understood, and repeated frequently?
- Major change
- Emergency change
- Standard change Correct answer.
- Normal change
Explanation
Standard changes are pre-authorized, low-risk, repeatable changes that follow a documented procedure and do not require individual approval each time. This keeps the change advisory workload focused on normal and emergency changes.
Question 5Technology Management
Which metric best measures how quickly a service desk restores normal service after users report an incident?
- Change success rate
- First-contact resolution rate
- Mean time to restore service Correct answer.
- Backlog aging
Explanation
Mean time to restore service measures the average elapsed time from incident report to service restoration, directly reflecting recovery speed. It is distinct from resolution-at-first-contact, which measures how often the desk closes the issue on the initial contact.
Question 6Technology Management
Which practice ensures that only tested and approved software versions reach production environments?
- Release and deployment management Correct answer.
- Capacity management
- Asset disposal
- Demand management
Explanation
Release and deployment management plans, builds, tests, and deploys releases so that only approved versions reach production. It coordinates packaging, testing, and cutover so that uncontrolled versions cannot be introduced.
Question 7Technology Management
A team uses a Kanban board to manage a technology support workflow. Which practice most directly limits work in progress?
- Setting explicit column limits Correct answer.
- Assigning every ticket to an individual owner
- Holding daily stand-up meetings
- Estimating tickets in story points
Explanation
Explicit work-in-progress limits per column cap how many items may be active at once, exposing bottlenecks and encouraging flow. The limit is a property of the workflow state, not of individual assignments or estimation.
Question 8Technology Management
Which statement best describes the purpose of a configuration management database in technology operations?
- It tracks employee payroll and leave balances
- It archives all user emails for legal discovery
- It stores the authoritative record of configuration items and their relationships Correct answer.
- It holds the source code repository for development teams
Explanation
A configuration management database is the authoritative record of configuration items, their attributes, and their dependency relationships. This record supports impact analysis, incident diagnosis, and change planning across the estate.
Question 9Technology Management
An organization wants to reduce the risk of a single supplier failure disrupting a critical service. Which sourcing strategy addresses this most directly?
- Moving all support to a single offshore team
- Extending the primary contract term by five years
- Establishing a secondary provider or exit plan for critical components Correct answer.
- Consolidating all services with the lowest-cost provider
Explanation
A secondary source or documented exit plan reduces dependence on one supplier by providing an alternative if the primary fails. This addresses concentration risk directly, whereas longer or cheaper single-supplier arrangements increase exposure.
Question 10Technology Management
A project has a cost performance index of 0.80 and a schedule performance index of 1.10. What does this indicate?
- The project is over budget and ahead of schedule Correct answer.
- The project is over budget and behind schedule
- The project is under budget and behind schedule
- The project is under budget and ahead of schedule
Explanation
A cost performance index below 1.0 means work is costing more than planned, so the project is over budget. A schedule performance index above 1.0 means more work has been earned than planned for the time elapsed, so the project is ahead of schedule.
Question 11Technology Management
During a technology refresh, a manager must decide whether to migrate a legacy application or retire it. Which analysis is most relevant to that decision?
- The number of lines of code in the application
- The application's business criticality and the cost of maintaining versus replacing it Correct answer.
- The age of the developer workstations
- The color scheme of the application's user interface
Explanation
A retire-or-migrate decision hinges on the business value the application delivers compared with the cost and risk of maintaining, replacing, or decommissioning it. Business criticality and lifecycle cost provide the evidence needed for a defensible portfolio decision.
Question 12Technology Management
A security team wants assurance that a third-party provider protects data at rest. Which evidence request is most appropriate?
- A list of the provider's office locations
- A verbal assurance from the account manager
- An independent audit report covering the relevant controls Correct answer.
- A copy of the provider's marketing brochure
Explanation
An independent audit report, such as an attestation covering security controls, gives verifiable evidence that the relevant safeguards are designed and operating. Marketing material and verbal assurances are not auditable evidence of control effectiveness.
Question 13Technology Management
Which approach best supports continuous delivery while keeping production stable?
- Deploying directly to production without automated tests
- Requiring manual approval for every code commit
- Using automated pipelines with staged environments and quality gates Correct answer.
- Freezing production changes for the entire quarter
Explanation
Automated pipelines with staged environments and quality gates let changes move quickly while verifying them before production exposure. This balances delivery speed with the control needed to protect production stability.
Question 14Technology Management
A service has an availability target of 99.9 percent over a 30-day month. Approximately how much downtime does that permit?
- About 43 minutes Correct answer.
- About 7 hours
- About 4 minutes
- About 30 hours
Explanation
A 30-day month has 43,200 minutes, and 0.1 percent of that is about 43 minutes. This is the unplanned downtime allowance implied by a 99.9 percent target for that period.
Question 15Technology Management
When defining a recovery point objective for a transactional system, what is being specified?
- The maximum acceptable data loss measured in time Correct answer.
- The frequency of security patching
- The maximum acceptable time to restore the service
- The number of backup tapes retained per year
Explanation
The recovery point objective defines how far back in time data may be lost, which drives backup and replication frequency. It is a data-loss measure, distinct from the recovery time objective, which concerns outage duration.
Question 16Technology Management
A technology manager must prioritize a backlog of infrastructure upgrades. Which criterion aligns best with business value?
- The number of tickets each system has historically generated
- The preference of the loudest stakeholder
- The alphabetical order of system names
- The risk reduction and service impact delivered per unit of cost Correct answer.
Explanation
Prioritizing by risk reduction and service impact relative to cost ties investment to business value and lets comparable options be ranked. It avoids allocating scarce budget on the basis of advocacy or arbitrary ordering.
Question 17Technology Management
Which control most directly mitigates the risk of unauthorized changes to production infrastructure?
- Increasing the frequency of team meetings
- Rotating the on-call schedule monthly
- Enforcing role-based access with approval workflow for production changes Correct answer.
- Publishing a change calendar to all staff
Explanation
Role-based access combined with an approval workflow ensures that only authorized people can make production changes and that each change is reviewed. This directly constrains who can alter infrastructure and under what conditions.
Question 18Technology Management
A cloud bill rises sharply even though request volume is flat. Which analysis should be performed first?
- Immediately renegotiating the enterprise discount
- Reducing the engineering headcount
- Migrating all workloads to a different provider
- Reviewing cost allocation tags and usage by service to locate the change Correct answer.
Explanation
When volume is flat but spend rises, the first step is to use cost allocation tags and per-service usage data to find which resource or service changed. This evidence-based diagnosis precedes any remediation such as rightsizing or renegotiation.
Question 19Technology Management
Which practice best supports knowledge continuity when key technology staff leave?
- Maintaining current documentation and cross-training team members Correct answer.
- Relying on undocumented tribal knowledge
- Restricting system access to a single administrator
- Keeping runbooks in personal notebooks
Explanation
Current documentation plus cross-training distributes knowledge across the team so that departures do not create single points of failure. This reduces key-person dependency and shortens recovery when expertise is lost.
Question 20Technology Management
A manager is comparing two vendors whose bids differ by 15 percent, but one vendor's solution requires substantial retraining of staff. Which decision approach is soundest?
- Choose the lower bid because price is the only objective measure
- Defer the decision until the next budget cycle
- Compare total lifecycle cost including transition and retraining Correct answer.
- Choose the higher bid because higher price implies higher quality
Explanation
A sound comparison includes transition, retraining, and ongoing operating costs alongside the bid price, because these can outweigh a modest price difference. Total lifecycle cost gives a like-for-like basis for the decision.
Question 21Technology Management
An organization adopts a bimodal approach, running agile teams alongside a traditional plan-driven program. Which governance challenge is most characteristic of this arrangement?
- Aligning funding and reporting cadences between the two delivery models Correct answer.
- Eliminating all documentation across both models
- Ensuring both models use identical estimation units
- Removing the need for any architecture review
Explanation
Bimodal delivery creates friction when funding cycles and reporting rhythms differ between agile and plan-driven work. Governance must reconcile these cadences so that both streams can be funded, measured, and coordinated without forcing one model onto the other.
Question 22Technology Management
A critical service depends on a component that is no longer supported by its vendor. Which risk response is most appropriate?
- Transfer the risk by renaming the component
- Accept the risk because the component still functions
- Mitigate by planning replacement or isolating and compensating controls Correct answer.
- Ignore the risk until an incident occurs
Explanation
An unsupported component carries accumulating security and support risk, so the sound response is to plan replacement or, in the interim, isolate it and add compensating controls. Acceptance without analysis or mere relabeling does not reduce the exposure.
Question 23Technology Management
A platform team wants to measure whether its internal service is genuinely improving developer productivity. Which indicator is most meaningful?
- The number of meetings held with consuming teams
- The number of tickets the platform team closes per week
- The count of dashboards published by the platform team
- Lead time from code commit to production for consuming teams Correct answer.
Explanation
Lead time from commit to production measures the outcome the platform exists to improve for its consumers, rather than the platform team's own activity. Outcome measures tied to consuming teams reveal whether the service delivers real value.
Question 24Technology Management
An enterprise plans to adopt generative AI for customer support. Which governance control is most important before deployment?
- Requiring no evaluation because the vendor markets the model as accurate
- Establishing data handling, accuracy, and human oversight controls with an approved use case Correct answer.
- Allowing unrestricted use of any public model with customer data
- Blocking all staff access to AI tools indefinitely
Explanation
Responsible deployment depends on defined data handling rules, accuracy evaluation, and human oversight for consequential outputs. Approving a specific use case with these controls in place lets the organization capture benefit while managing privacy and error risk.
Question 25Technology Management
A service provider's measured availability is 99.95 percent against a 99.9 percent target, but customers report frequent short interruptions. What is the most likely explanation?
- The measurement period is too short to be meaningful
- The target has been set too low
- The availability measure excludes brief interruptions from its calculation Correct answer.
- Customers are mistaken about the interruptions
Explanation
Aggregate availability can look healthy while frequent short outages occur if the metric excludes or under-weights brief interruptions. This gap between the reported number and user experience points to a measurement definition problem rather than user error.
Question 26Technology Management
Which document defines the agreed service levels, responsibilities, and reporting obligations between a technology service provider and its customer?
- The service level agreement Correct answer.
- The statement of work
- The configuration baseline
- The capacity plan
Explanation
A service level agreement is the formal contract that records the service targets, the responsibilities of each party, and how performance will be reported and reviewed. The other documents serve different purposes and do not establish measurable service commitments.
Question 27Technology Management
In ITIL-aligned service management, which phase owns the day-to-day handling of incidents and the restoration of normal service?
- Service operation Correct answer.
- Service design
- Service transition
- Continual service improvement
Explanation
Service operation covers the ongoing delivery and support of services, including incident and problem management activities that restore and sustain normal service. The other phases address design, change deployment, and improvement rather than daily operational handling.
Question 28Technology Management
What does a request for proposal require from vendors in a technology sourcing exercise?
- A formal offer describing how they would meet stated requirements Correct answer.
- Proof of past contract termination history
- A firm price for a fully defined specification
- A signed service level agreement
Explanation
A request for proposal asks vendors to propose solutions against stated requirements, allowing evaluation of approach as well as price. It precedes any signed agreement and does not demand a fully fixed specification, which would be characteristic of a request for quotation.
Question 29Technology Management
Which metric expresses how often a service or component fails over a defined period?
- Utilization
- Throughput
- Mean time to repair
- Failure rate Correct answer.
Explanation
Failure rate measures the frequency of failures per unit of time or per unit of usage, making it the direct measure of how often something fails. The other metrics describe repair speed, resource consumption, or work completed.
Question 30Technology Management
Which practice gives a technology team a single, prioritized view of all incoming demand so work is pulled rather than pushed?
- A disaster recovery plan
- A backlog with defined prioritization Correct answer.
- A change advisory board
- A service catalog
Explanation
A prioritized backlog creates one ordered queue of demand, and teams pull the highest-value items when capacity allows. This replaces ad hoc assignment and keeps priorities transparent across stakeholders.
Question 31Technology Management
What is the primary purpose of a post-implementation review after a major technology deployment?
- To approve the next project's budget
- To document the vendor's contractual obligations
- To assign blame for any defects found
- To confirm whether expected benefits and objectives were achieved Correct answer.
Explanation
A post-implementation review compares actual outcomes with the business case and objectives set at approval, capturing lessons for future work. It is a learning and assurance step, not an exercise in attributing fault.
Question 32Technology Management
Which document records the approved technical characteristics of a system and serves as the reference for controlling changes to it?
- The service level agreement
- The risk register
- The capacity plan
- The configuration baseline Correct answer.
Explanation
A configuration baseline captures the approved and tested state of configuration items, and changes are assessed against it. It is the reference point that lets teams detect and control unauthorized drift.
Question 33Technology Management
An organization must retain transaction records for seven years to satisfy a regulatory obligation. Which technology management artifact should capture this requirement?
- The network diagram
- The incident log
- The capacity forecast
- The records retention schedule Correct answer.
Explanation
A records retention schedule specifies how long each class of record must be kept and how it is disposed of, which directly satisfies the regulatory obligation. The other artifacts support operations or design rather than legal retention.
Question 34Technology Management
A service desk receives the same password reset request from many users each week. Which action best reduces this recurring demand at its source?
- Extend support hours
- Enable self-service password reset Correct answer.
- Increase the incident priority
- Hire additional first-line agents
Explanation
Self-service password reset removes the recurring need for agent involvement by letting users resolve the request themselves, addressing the source of demand. Adding staff or extending hours only absorbs the volume rather than reducing it.
Question 35Technology Management
A team records a problem ticket after several related incidents share an unknown root cause. What is the correct relationship between problems and incidents in this situation?
- Each incident must be closed before the problem can be opened
- Incidents and problems are the same record type
- The problem represents the underlying cause, and incidents are its symptoms Correct answer.
- Problems are raised only after a major outage is declared
Explanation
Problem management investigates the unknown cause behind recurring incidents, so the problem captures the cause while incidents capture the observable symptoms. This separation lets teams restore service quickly while pursuing permanent resolution.
Question 36Technology Management
A change is assessed as low risk, reversible, and routine, following a pre-approved standard procedure. Which change path is most appropriate?
- A normal change requiring full board review
- A standard change executed without further approval Correct answer.
- A project change request
- An emergency change
Explanation
Standard changes are pre-authorized because they are low risk, well understood, and follow a documented procedure, so they can proceed without repeated approval. Routing them through full review would add delay without adding control.
Question 37Technology Management
A technology manager must choose between building an internal tool and buying a commercial product. Which factor most strongly favors buying when the capability is not a differentiator?
- The internal team has spare development capacity
- The product's user interface resembles internal designs
- The build option avoids any vendor relationship
- Total cost of ownership over the expected life is lower for the product Correct answer.
Explanation
When a capability is not a source of competitive advantage, the decision should favor the option with lower total cost of ownership and lower ongoing burden. Spare capacity or interface familiarity does not justify building non-differentiating software.
Question 38Technology Management
A vendor proposes an aggressive delivery timeline that the internal team believes is unrealistic. Which contract element best protects the buyer?
- A confidentiality clause
- A penalty clause tied to missed milestones Correct answer.
- An automatic renewal clause
- A most-favored-customer clause
Explanation
Milestone-linked penalties or service credits create financial consequence for missed commitments and align vendor incentives with delivery. Confidentiality, pricing parity, and renewal terms address different risks.
Question 39Technology Management
A service owner wants to verify that a new monitoring capability actually detects the failures it was bought to catch. Which validation approach is most direct?
- Review the vendor's marketing materials
- Survey users about their satisfaction
- Count the number of dashboards created
- Inject controlled faults and confirm alerts fire Correct answer.
Explanation
Controlled fault injection tests whether detection works end to end, confirming that alerts trigger for the conditions that matter. Dashboards and surveys measure presentation or perception, not detection effectiveness.
Question 40Technology Management
A team notices that its deployment pipeline passes all automated tests but still releases defects. Which improvement addresses the most likely gap?
- Increase the proportion of tests that exercise realistic production conditions Correct answer.
- Shorten the test names for clarity
- Add more manual approvals before release
- Reduce the frequency of deployments
Explanation
Tests that do not resemble production conditions can pass while real defects escape, so improving test realism closes that gap. Adding approvals or slowing releases reduces throughput without improving detection.
Question 41Technology Management
A platform's error budget is nearly exhausted halfway through the measurement period. What is the most appropriate management response?
- Disable monitoring to reduce alerts
- Increase the availability target
- Continue releasing at the current pace
- Prioritize reliability work and slow risky changes Correct answer.
Explanation
An error budget exists to balance change velocity against reliability, so approaching exhaustion should trigger a shift toward reliability work and more cautious change. Ignoring the signal or hiding it defeats the purpose of the budget.
Question 42Technology Management
A technology manager is told that a legacy system's vendor support ends in twelve months. Which planning artifact should be updated first to reflect this constraint?
- The service desk roster
- The incident log
- The procurement card statement
- The technology roadmap Correct answer.
Explanation
A technology roadmap sequences planned changes and investments over time, so an end-of-support deadline must appear there to trigger migration or replacement work. Operational records do not drive forward planning.
Question 43Technology Management
An organization wants a consistent way to compare candidate technology investments that differ in scale and duration. Which technique is most appropriate?
- Ranking by initial capital cost
- Selecting the proposal with the shortest timeline
- Counting the number of features delivered
- Discounting projected cash flows to present value Correct answer.
Explanation
Discounted cash flow converts future benefits and costs into present value, allowing investments of different scale and duration to be compared on a common basis. Cost alone or feature counts ignore timing and value.
Question 44Technology Management
A team's architecture review board meets only quarterly and has become a bottleneck for approving designs. Which governance adjustment best preserves oversight while restoring flow?
- Require more documentation per submission
- Eliminate all architecture review
- Increase the board's membership
- Delegate decisions within guardrails and review exceptions Correct answer.
Explanation
Delegating decisions to teams within agreed guardrails keeps oversight through clear boundaries while removing the queue at the board. Reviewing exceptions only ensures attention goes where risk is genuinely higher.
Question 45Technology Management
Two teams report different figures for the same service's monthly availability. Which action best resolves the discrepancy?
- Adopt the higher figure
- Agree a single measurement definition and data source Correct answer.
- Average the two figures
- Report both figures without explanation
Explanation
Divergent figures usually stem from different definitions, exclusions, or data sources, so agreeing a single measurement method resolves the root cause. Averaging or choosing the favorable number hides the inconsistency rather than fixing it.
Question 46Technology Management
A critical batch job runs nightly and must complete before the business day begins. Which design improvement most directly reduces the risk of overrunning that window?
- Increasing the batch record size
- Parallelizing independent processing steps Correct answer.
- Logging each record at debug level
- Adding more retry attempts at the end
Explanation
Parallelizing independent steps shortens elapsed processing time, which directly protects the fixed completion window. Retries and heavier logging add time, and larger records increase processing burden.
Question 47Technology Management
A manager observes that mean time between failures is improving while customer complaints are rising. Which explanation is most plausible?
- Failures are less frequent but recovery is slower or more disruptive Correct answer.
- The service level target was lowered
- The monitoring system is under-reporting failures
- Customers are no longer using the service
Explanation
Mean time between failures captures frequency only, so fewer but longer or more damaging outages can worsen customer experience while the metric improves. Recovery time and impact must be examined alongside failure frequency.
Question 48Technology Management
An organization plans to consolidate several suppliers into a single strategic partner for a critical service. Which risk increases most as a direct result of this consolidation?
- Greater duplication of tooling
- Increased integration testing effort
- Loss of bargaining leverage and concentration risk Correct answer.
- Higher number of interfaces to manage
Explanation
Consolidating spend with one partner increases dependence on that supplier and weakens competitive leverage, raising concentration risk. Managing fewer suppliers generally reduces interface complexity and duplication rather than increasing them.
Question 49Technology Management
A team automates a manual approval step in its release process. Which outcome should the team verify to confirm the automation improved control rather than merely speed?
- The number of pipeline stages grew
- Engineers report higher job satisfaction
- The release cadence increased
- Policy violations are detected and blocked consistently Correct answer.
Explanation
Automation improves control when it enforces policy consistently and blocks violations every time, removing reliance on human diligence. Faster cadence or satisfaction gains measure speed and morale, not control effectiveness.
Question 50Technology Management
A technology portfolio contains many projects with positive business cases but limited funding. Which prioritization approach best aligns investment with strategy?
- Rank by strategic contribution and dependency, then fund to the constraint Correct answer.
- Fund only the lowest-cost projects
- Fund every project at a reduced level
- Fund projects in the order they were proposed
Explanation
Ranking by strategic contribution and dependency, then funding to the available constraint, concentrates resources where they advance strategy and respects sequencing. Order of arrival, spreading funds thinly, or favoring low cost ignores value and dependencies.