ACA AI & Intelligent Automation 2 — Questions and Answers
Question 1: What is the primary benefit of using Appian's native IDP (Intelligent Document Processing) over custom-built OCR solutions?
- IDP is pre-integrated with Appian workflows, enabling extracted data to flow directly into processes without custom code (Correct answer)
- IDP costs nothing to run compared to third-party OCR services
- IDP only processes Appian-native document formats
- IDP replaces the need for any database storage of document data
Correct answer: IDP is pre-integrated with Appian workflows, enabling extracted data to flow directly into processes without custom code
Native IDP integration eliminates data handoff complexity by directly populating process variables with extracted document fields.
Question 2: In Appian, what does 'attended automation' mean in the context of RPA?
- A bot that runs on a human's machine and assists them during live work sessions (Correct answer)
- A fully autonomous bot that operates without any human involvement
- An RPA bot that requires admin approval before each run
- A bot that only activates during pre-scheduled maintenance windows
Correct answer: A bot that runs on a human's machine and assists them during live work sessions
Attended RPA bots work alongside a human user, automating specific UI tasks on demand while the user remains in control of the session.
Question 3: How does Appian ensure that AI-driven decisions in regulated industries remain auditable?
- All AI decisions, model inputs, and outputs are stored in the process audit trail alongside human actions (Correct answer)
- AI decisions are treated as system events and excluded from standard auditing
- Appian generates separate AI compliance reports independent of process logs
- Auditability is the responsibility of the external AI model provider
Correct answer: All AI decisions, model inputs, and outputs are stored in the process audit trail alongside human actions
Appian's unified process audit trail captures all actions including AI-driven ones, giving regulators a complete record of how decisions were reached.
Question 4: Which Appian Smart Service can be used to call an AI classification model and route a process based on the returned category?
- Call Integration Smart Service combined with a conditional gateway based on the returned value (Correct answer)
- Appian AI Gateway Node
- Machine Learning Routing Smart Service
- Probabilistic Flow Node
Correct answer: Call Integration Smart Service combined with a conditional gateway based on the returned value
Calling an integration to get an AI classification result, then using a conditional gateway to route based on that value, is the standard Appian pattern.
Question 5: What is a key consideration when deploying RPA bots in Appian to interact with third-party web applications?
- UI changes in the target application can break selectors, requiring bot maintenance (Correct answer)
- RPA bots only work with Appian-certified third-party applications
- Bots must run on Appian's cloud infrastructure and cannot access on-premises applications
- Each bot requires a dedicated database schema in the Appian system
Correct answer: UI changes in the target application can break selectors, requiring bot maintenance
RPA bots are fragile to UI changes because they rely on element selectors; any redesign of the target application may require bot updates.
Question 6: In the context of Appian AI, what is a 'training dataset' used for?
- A labeled set of historical examples used to train an ML model that Appian will call for predictions (Correct answer)
- A collection of sample process instances used to test Appian Designer performance
- A database of pre-approved process templates for rapid deployment
- A set of test users and permissions used during UAT
Correct answer: A labeled set of historical examples used to train an ML model that Appian will call for predictions
Training datasets contain labeled examples that machine learning algorithms learn from, producing a model that Appian can later call for real predictions.
ACA AI & Intelligent Automation 2
What is the primary benefit of using Appian's native IDP (Intelligent Document Processing) over custom-built OCR solutions?