Architecture and Deployment
About 9% of the CIS-PA exam — see all 6 domains.
This domain covers how PA fits the platform and how you stand it up.
- Platform Analytics unification: PA, Reporting, and dashboards are converging into one experience (Analytics Center / Platform Analytics workspace). Know that the engine (indicators, sources, jobs, scores, snapshots) is shared, while the front door is increasingly the unified workspace.
- Solutions and content packs: Rather than building everything by hand, you deploy prebuilt content packs / Platform Analytics solutions (for ITSM, HR, CSM, ITBM/Agile, etc.). These ship ready-made indicators, sources, breakdowns, dashboards, and jobs aligned to a product area — the recommended starting point for most implementations.
- Implementation flow: identify the questions/KPIs the business needs → choose or build indicator sources → define indicators (automated/manual/formula) → add breakdowns → schedule data collection (and optionally collect historic data) → build widgets, scorecards, and dashboards → set targets/thresholds → grant roles.
- KPI design tooling (e.g., KPI-design wizards/composer experiences) helps translate a business question into the indicator/breakdown structure.
Sample questions from this domain
Three of the 27 in this domain, with the reasoning. The full set is in the question bank.
Which ServiceNow capability is designed to capture data over time so that administrators can analyze trends, set targets, and forecast future performance?
- A. Performance Analytics ✓
- B. Reporting
- C. Service Level Management
- D. Flow Designer
Why: Performance Analytics (part of Platform Analytics) collects and stores scores over time, enabling trend analysis, targets, thresholds, and forecasting. Standard Reporting shows only the current real-time state of data and does not retain historical snapshots. Service Level Management tracks SLAs, and Flow Designer automates processes; neither is the time-series analytics engine.
What is the fundamental difference between a standard report and a Performance Analytics indicator?
- A. There is no difference; both store data historically
- B. A report stores historical snapshots while an indicator shows only live data
- C. An indicator stores collected scores over time while a report shows the current real-time state ✓
- D. An indicator can only be displayed on a homepage, never on a dashboard
Why: Indicators collect and persist scores in the time series (scores) table at each collection, allowing historical trend analysis. Standard reports query live data and reflect only the current state with no retained history. The reverse statement in option B is incorrect, and indicators can be shown on dashboards via widgets.
An organization wants to begin using Performance Analytics quickly with predefined indicators, breakdowns, and dashboards for ITSM. What should they deploy?
- A. A custom indicator source built from scratch
- B. A Service Portal widget
- C. A Performance Analytics content pack (solution) ✓
- D. An import set transform map
Why: Content packs (solutions) deliver out-of-the-box indicators, breakdowns, widgets, and dashboards for a specific application such as Incident Management, accelerating deployment. Building a custom indicator source from scratch is the slower, manual approach. Service Portal widgets and import set transform maps are unrelated to delivering packaged analytics content.