ACA AI & Intelligent Automation

Question 1

Which Appian feature allows process models to include AI-powered document extraction to capture data from uploaded files?

Accepted Answer

Appian Document Extraction (IDP)

Answer

Appian OCR Smart Service

Answer

Appian ML Model Connector

Answer

Appian File Parser Node

Question 2

What is Appian RPA (Robotic Process Automation) primarily used for?

Accepted Answer

Automating repetitive tasks in legacy systems that lack APIs, using bot-driven UI interactions

Answer

Building AI chatbots for customer-facing applications

Answer

Generating machine learning models from process data

Answer

Replacing human decision-making in complex business rules

Question 3

Which Appian AI feature assists users by suggesting the next best action or predicting outcomes within a process?

Accepted Answer

Appian AI Skills with predictive models connected via Expression Rules

Answer

Appian Auto-Complete text fields

Answer

Appian Process Scheduler with ML forecasting

Answer

Appian Smart Forms with neural completion

Question 4

In Appian, how are external AI/ML model predictions typically consumed inside a process or interface?

Accepted Answer

Via an Integration Object calling a REST API endpoint that serves the model's predictions

Answer

By embedding a Jupyter notebook directly into the process model

Answer

Using a dedicated Appian ML Node that connects to the model binary

Answer

Through a special Appian AI data type stored in the CDT

Question 5

What is the role of Appian's 'AI Copilot' feature in application development?

Accepted Answer

It assists developers by generating expression rules, interface components, and process model suggestions using AI

Answer

It acts as an AI chatbot answering end-user questions within deployed applications

Answer

It monitors process performance and automatically optimizes model flow

Answer

It generates test data sets for application validation

Question 6

Which Appian capability allows a process to pause and wait for a human decision when AI confidence is below a threshold?

Accepted Answer

Human-in-the-loop (HITL) pattern using a conditional task assignment based on model confidence score

Answer

Automatic process rejection when AI confidence is below 50%

Answer

Appian SLA escalation triggered by low confidence flags

Answer

A dedicated AI Review Node available in the process palette