Conversational Agent for Creatio

AI-powered enterprise conversational automation managed by Creatio.

Implement a sophisticated Conversational Agent that interacts naturally with your users, collects data, and directly executes your existing business processes within Creatio—all configured without any code. Although it integrates natively with WhatsApp, it is designed to extend seamlessly to multiple communication platforms.

Fundamental Architectural Principles

BPM-Centric Execution: The AI agent handles only the conversational interface. All business logic, record creation, validations, and API calls are performed securely within your native Creatio processes, making the system independent of any specific messaging channel.

Channel-Based Control: Configure communication flows independently. Instantly enable or disable the AI chatbot for specific customer service, operations, or sales channels without altering your underlying BPM configuration.

No-code administration: Administrators add new user intents, define the required parameters, and adjust channel settings through an intuitive dashboard in the Creatio Freedom user interface.

How the Two-Layer Architecture Works

1. Conversational Layer (the AI agent)

– Receives incoming messages and verifies channel permissions.

– Uses generative AI to detect the user’s intent and sentiment.

– Engages in a natural conversation to gather any missing information from the user.

– Transmits the complete data to the business layer and formats the final technical result into clear, user-friendly text.

2. Business Logic Layer (Creatio)

– Securely queries and updates data within Creatio via OData.

– Triggers workflows, complex approval chains, and calls to external APIs.

– Processes data using standard business logic developed and maintained by your system administrator.

– Returns structured results to the agent via a standardized JSON interface.

Five Integrated AI Capabilities
– Intent Detection: Classifies the user’s initial message based on the catalog of active and approved intents for that specific channel.
– Parameter Extraction: Extracts the exact, required data values from users’ free-form text responses.
– Message Classifier: Evaluates responses during the conversation to distinguish between a valid parameter value, a follow-up question, or an escalation request.
– Sentiment Detection: Dynamically analyzes customer frustration levels, providing automated escalation routes if a severely negative tone is detected.
– Response Formatting: Transforms technical JSON-formatted outputs from your business processes into natural, human-like responses.

Cross-Platform Flexibility
The system uses a robust, decoupled connector framework. Although it is optimized out of the box for WhatsApp, the interface contract ensures that the same intents, parameters, and business processes can be leveraged across other chat channels, social media, and messaging platforms as your implementation grows.

Administrative Efficiency Goal
Designed for rapid deployment. A Creatio administrator with no programming knowledge can successfully register a new channel, enable the chatbot, and configure a comprehensive end-to-end intent with its associated parameters in less than 20 minutes.