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What are the three mandatory columns required in an event log for process mining in SAP Signavio Process Intelligence?

Case ID, Activity, Timestamp

Process ID, Activity Name, Duration

User ID, Event Type, Cost

Transaction ID, Module, Status

to track

2026 Statistics

Key Facts: SAP Signavio Data Analyst Exam

Exam Questions

SAP

3 hours

Exam Time

SAP

65%

Passing Score

SAP

$562

Exam Fee

SAP 2026

The C_SIGDA exam has 80 questions with a 3-hour time limit, a 65% passing score, and costs $562. It certifies competency in SAP Signavio Process Intelligence, covering process mining fundamentals, data connectors for SAP ECC and S/4HANA, conformance checking against BPMN models, variant analysis, KPI definition and monitoring, signal detection, data transformation, and interactive dashboard creation. Candidates should have hands-on Signavio Process Intelligence experience.

Sample SAP Signavio Data Analyst Practice Questions

Try these sample questions to test your SAP Signavio Data Analyst exam readiness. Each question includes a detailed explanation. Start the interactive quiz above for the full 100+ question experience with AI tutoring.

1What are the three mandatory columns required in an event log for process mining in SAP Signavio Process Intelligence?

A.Case ID, Activity, Timestamp

B.Process ID, Activity Name, Duration

C.User ID, Event Type, Cost

D.Transaction ID, Module, Status

Explanation: Every event log for process mining requires three mandatory columns: Case ID (groups events into a single process instance), Activity (the step performed), and Timestamp (when the event occurred). Without these three columns, the process mining engine cannot reconstruct the process flow or calculate performance metrics.

2Which process discovery algorithm does SAP Signavio Process Intelligence primarily use to generate process models from event logs?

A.Directly-Follows Graph (DFG) based discovery

B.Heuristics Miner

C.Alpha algorithm

D.Petri net decomposition

Explanation: SAP Signavio Process Intelligence primarily uses Directly-Follows Graph (DFG) based discovery to generate process models from event logs. The DFG shows which activities directly follow each other and with what frequency, providing an intuitive visualization of the actual process flow. This approach is more robust with noisy real-world data than the Alpha algorithm.

3What is a 'case' in the context of SAP Signavio Process Intelligence?

A.A single event or activity in the process

B.A group of users who perform the same activity

C.A complete instance of a process from start to end, identified by a unique Case ID

D.A filter applied to the process model

Explanation: A case represents a complete instance of a process from start to end, identified by a unique Case ID. For example, in a Purchase-to-Pay process, each purchase order number would be a case. All events sharing the same Case ID are grouped together to reconstruct the path that specific process instance followed.

4When configuring a data connector for SAP ECC in Signavio Process Intelligence, which table is commonly used as the source for Purchase-to-Pay event logs?

A.BSEG (Accounting Document Segment)

B.EKBE (History per Purchasing Document) combined with EKKO and EKPO

C.MARA (General Material Data)

D.KNA1 (Customer Master)

Explanation: For Purchase-to-Pay process mining in SAP ECC, the EKBE table (History per Purchasing Document) is a primary source because it records key events like purchase order creation, goods receipt, and invoice receipt. It is typically combined with EKKO (purchasing document header) and EKPO (purchasing document item) to build a complete event log with timestamps and activity details.

5What is conformance checking in SAP Signavio Process Intelligence?

A.Verifying that the data connector is properly configured

B.Comparing the actual process behavior discovered from event logs against a reference (target) process model to identify deviations

C.Checking that all users have the correct permissions

D.Validating that KPI thresholds are correctly set

Explanation: Conformance checking compares the actual process behavior (discovered from event data) against a reference or target process model (typically a BPMN model). It identifies where real execution deviates from the intended design, such as skipped steps, additional activities, or wrong sequences. This helps organizations understand compliance gaps and process inefficiencies.

6In variant analysis, what does a 'variant' represent?

A.A different version of the process model

B.A unique sequence of activities that one or more cases follow from start to end

C.A configuration parameter in the data connector

D.A type of dashboard widget

Explanation: A variant is a unique sequence of activities that one or more cases follow from start to end. For example, if 1,000 purchase orders were processed, some may follow the path Create PO → Approve → Goods Receipt → Invoice → Payment (variant 1), while others skip approval (variant 2). Variant analysis reveals how many distinct paths exist and their frequency.

7What metric does SAP Signavio use to measure the percentage of cases that follow the reference process model without any deviations?

A.Conformance rate (or fitness)

B.Automation rate

C.Rework rate

D.Throughput efficiency

Explanation: The conformance rate (also called fitness) measures the percentage of cases that follow the reference process model without deviations. A conformance rate of 85% means 85% of cases executed exactly as designed. The remaining 15% had deviations such as skipped steps, reordered activities, or additional activities not in the reference model.

8How does SAP Signavio Process Intelligence calculate throughput time for a case?

A.Time difference between the first event and the last event of the case

B.Sum of all activity durations within the case

C.Average time per activity multiplied by the number of activities

D.Time the case spent in a waiting state only

Explanation: Throughput time (also called end-to-end time or cycle time) is calculated as the time difference between the first event timestamp and the last event timestamp of a case. It includes both processing time (active work) and waiting time (idle periods between activities). This is the total elapsed time from process start to completion.

9What is the purpose of 'signals' in SAP Signavio Process Intelligence?

A.To send email notifications about system errors

B.To encrypt data transfers between connectors

C.To synchronize data between SAP ECC and S/4HANA

D.To automatically detect anomalies, trends, or threshold breaches in process KPIs and alert users

Explanation: Signals in Signavio Process Intelligence are automated monitors that detect anomalies, trends, or threshold breaches in process KPIs. For example, a signal can alert when the average throughput time exceeds a defined threshold or when the conformance rate drops below a target. Signals enable proactive process monitoring without manual dashboard checking.

10When performing data transformation in Signavio Process Intelligence, what is the purpose of activity mapping?

A.Translating raw database event names into meaningful business activity labels and consolidating synonyms

B.Assigning colors to activities in the process model

C.Creating user permission mappings for each activity

D.Mapping activities to physical server locations

Explanation: Activity mapping translates raw database event names (like 'BAPI_PO_CREATE' or status code changes) into meaningful business activity labels (like 'Create Purchase Order'). It also consolidates synonymous events — for example, mapping both 'PO Created' and 'Purchase Order Generated' to a single 'Create Purchase Order' activity. This ensures a clean, readable process model.

About the SAP Signavio Data Analyst Exam

The C_SIGDA certification validates your ability to use SAP Signavio Process Intelligence for process mining, data analysis, and operational insights. It covers connecting data sources (SAP ECC, S/4HANA event logs), running conformance checks, performing variant analysis, defining KPIs, detecting signals and anomalies, transforming raw event data, and building dashboards. This exam is designed for analysts who use Signavio to drive data-driven process improvement decisions.

Questions

100 scored questions

Time Limit

3 hours

Passing Score

65%

Exam Fee

$562 (SAP (Pearson VUE proctored))

SAP Signavio Data Analyst Exam Content Outline

25%

Process Mining Fundamentals

Event log structure, process discovery algorithms, case ID and activity mapping, timestamp handling, and process model generation from event data

20%

Data Connectors and Transformation

SAP ECC and S/4HANA data extraction, data source configuration, event log transformation, data quality checks, and custom data mapping

20%

Conformance Checking and Variant Analysis

Comparing discovered processes against reference models, identifying deviations, variant frequency analysis, root cause analysis, and filtering techniques

20%

KPIs, Signals, and Process Insights

KPI definition and calculation, signal configuration for anomaly detection, throughput time analysis, bottleneck identification, and trend monitoring

15%

Dashboards and Reporting

Dashboard creation, widget configuration, filtering and drill-down, sharing and publishing insights, and integration with SAP Analytics Cloud

How to Pass the SAP Signavio Data Analyst Exam

What You Need to Know

Passing score: 65%
Exam length: 100 questions
Time limit: 3 hours
Exam fee: $562

Keys to Passing

Complete 500+ practice questions
Score 80%+ consistently before scheduling
Focus on highest-weighted sections
Use our AI tutor for tough concepts

SAP Signavio Data Analyst Study Tips from Top Performers

1Master event log fundamentals — understand case ID, activity, timestamp, and resource columns that form the basis of all process mining

2Practice configuring data connectors for SAP ECC and S/4HANA in a Signavio trial or sandbox environment

3Study conformance checking thoroughly — know how to compare discovered process models against BPMN reference models and interpret deviation metrics

4Learn KPI formulas for throughput time, automation rate, rework rate, and how to set up signal thresholds for anomaly detection

5Build sample dashboards with multiple widgets, filters, and drill-downs to understand the full reporting workflow

Frequently Asked Questions

What is the SAP Signavio Data Analyst (C_SIGDA) certification?

The C_SIGDA certification validates your skills in using SAP Signavio Process Intelligence for process mining and data analysis. It covers extracting event data from SAP systems, performing process discovery, conformance checking against reference models, variant analysis, KPI definition, signal-based anomaly detection, and dashboard creation. It is designed for analysts who use Signavio to drive process improvement with data.

How many questions are on the C_SIGDA exam?

The C_SIGDA exam consists of 80 questions to be completed in 3 hours (180 minutes). You need a score of 65% or higher to pass. The exam is proctored by Pearson VUE and can be taken at a testing center or online. The exam fee is $562 USD.

What topics does the C_SIGDA exam cover?

The exam covers process mining fundamentals (event logs, process discovery), data connectors for SAP ECC and S/4HANA, conformance checking and variant analysis, KPI definition and signal detection, data transformation and quality, and dashboard creation and reporting. Hands-on experience with SAP Signavio Process Intelligence is strongly recommended.

What prerequisites are needed for the C_SIGDA certification?

SAP recommends hands-on experience with SAP Signavio Process Intelligence and familiarity with process mining concepts. There is no formal education requirement, but SAP training courses such as the Signavio Process Intelligence learning journey on SAP Learning Hub are highly beneficial. Understanding of SAP ECC or S/4HANA business processes helps with data connector topics.