Business Process Orchestration
Uses AI Agent as an intelligent hub to understand business goals via natural language, autonomously plan and call external tools, and dynamically coordinate cross-system, cross-step business processes. Possesses capabilities to handle unstructured data, make dynamic routing decisions, and self-heal exceptions, achieving goal-driven intelligent automation.
Needs
AI Agent automatically parses customer emails or chats, identifies intent, queries CRM for historical orders, retrieves knowledge base, generates reply and creates ticket, and escalates with manager notification when necessary.
Upon receiving a procurement request, the Agent calls ERP to check inventory, calculates suggested purchase quantity, validates budget, generates approval sheet and emails to manager, and calls supplier API to place order after approval.
Employee submits IT issue, Agent intelligently parses ticket content, calls diagnostic tools to analyze root cause, intelligently routes processing flow based on issue type and urgency, creates incident ticket and notifies relevant personnel, and queries knowledge base for solutions or generates spare part request when necessary.
Employee submits reimbursement request, Agent intelligently obtains invoice information and validates compliance, analyzes correlation between invoices and reimbursement purpose, intelligently handles exceptions, dynamically optimizes approval path based on historical data, and automatically completes payment and budget update after approval.
Agent calls multimodal document understanding tool to extract materials submitted by customer, calls business registration, credit reference, and anti-fraud databases for cross-validation, automatically generates checklist for supplementary materials, and opens account and assigns relationship manager after approval.
When inventory warning triggers, Agent calls prediction model to analyze cause, queries multi-source supplier capacity and quotes, performs multi-objective optimization, books transportation capacity, monitors in-transit anomalies and automatically re-plans routes.
Agent monitors multi-channel orders, intelligently parses non-standard order formats, dynamically selects optimal fulfillment strategy based on product type, inventory distribution, and customer tier, automatically triggers alternative solution recommendations or pre-sale processes when out of stock.
User requests return, Agent verifies identity, queries order and logistics, generates return label, freezes inventory, initiates original payment refund, and sends return notification, completing the full process loop.
Process steps are not fixed; Agent, based on context, makes real-time decisions on which tool to call next or whether to skip/retry, adapting to changes without manual script modification.
Integrates heterogeneous systems like CRM, ERP, email, and cloud services; Agent acts as the coordination brain to complete end-to-end tasks, avoiding hard-coded point-to-point integration and reducing maintenance costs.
Incorporates reasoning at process nodes, enabling conditional branching, loops, and even multi-objective optimization, transcending traditional rule engines.
Facing end-users, through natural language commands to state goals, Agent instantly generates and executes orchestration plans, realizing zero-code and zero-configuration, accessible to everyone.
When a tool call fails, Agent can automatically attempt alternative tools, retry with reduced data precision, or notify for human intervention, enhancing business process robustness.
Agent can run persistently in the background, waiting for asynchronous events, and resume subsequent calls upon awakening, supporting real-world asynchronous processes.
Processes unstructured data and converts them into structured process actions; for example, identifying from an emotional customer email the need to initiate a complaint process with high priority.
At critical decision points, Agent automatically calls human scheduling tools to book experts, and continues subsequent automated steps after human confirmation, proactively driving the process.
Creates a closed loop from requirement input to physical world action, such as from customer inquiry to generating drawings, quotations, email sending, and production scheduling, spanning digital and physical boundaries.
Embeds verification, risk control, and regulatory compliance tools within processes, automatically completing compliance checks and eliminating compliance loopholes caused by manual operations.