AI for Process Overview

Streamline knowledge-intensive business processes with autonomous AI agents.

Enterprises face operational bottlenecks in complex, cross-functional processes like onboarding, procure-to-pay, customer claims, and IT operations. These workflows depend on unstructured data, business judgment, and exceptions—areas where traditional automation struggles.

AI for Process combines AI reasoning, system integration, and process automation into a unified platform. It enables agentic automation that understands inputs, reasons through decisions, coordinates across systems and teams, and achieves business outcomes autonomously.

Key Capabilities

Capability	Description
Process Automation	No-code visual workflow orchestration with adaptive sequencing. Triggers from email, events, schedules, and API calls. Human-in-the-loop checkpoints handle approvals and exceptions via embedded forms.
Intelligence and Data	Automates processing of unstructured documents such as invoices, forms, and claims. Integrates with Agent Platform and Agentic Apps for multi-agent reasoning. Agents retain memory and context across interactions.
Integration and Infrastructure	250+ pre-built integrations across ERP, CRM, and ITSM without replacing existing infrastructure. Supports commercial (OpenAI, Google, Anthropic), fine-tuned, and open-source models. Cloud-agnostic across AWS, Azure, Google Cloud, on-premise, and hybrid environments.
Observability and Governance	Real-time analytics for performance, execution, token, and resource metrics. Time-stamped audit logs for all activities. Security includes RBAC, PII masking, data anonymization, and compliance checkpoints.

Unified Architecture

The platform provides a unified, flexible framework for implementing AI capabilities within an enterprise. It combines pre-built components, customization options, and integration capabilities to address a wide range of business needs while ensuring security and compliance.

Component	Description
Access Points	Entry interfaces — web, mobile, APIs, and direct integrations — for users, systems, and external applications.
Application Gateway	Handles request routing, load balancing, and traffic distribution between external access points and internal services.
Services	Core AI and business logic layer: Workflow Engine, Expert AI Reasoning, AI model integrations, and Human-in-the-Loop framework. Executes processes, makes decisions, and coordinates multi-agent interactions.
Integrations	250+ pre-built connectors and API adapters for bidirectional data flow with enterprise systems including SharePoint, Salesforce, ServiceNow, databases, and email.
Security & Compliance	RBAC, data encryption, audit logging, and compliance frameworks to meet organizational and regulatory requirements.
Observability & Monitoring	Metrics, logs, and traces across all components for performance visibility, issue detection, and analytics.

Use Cases

AI for Process integrates with your existing enterprise ecosystem—ERP (SAP, Oracle), CRM (Salesforce, MS Dynamics), ITSM (ServiceNow, Zendesk), RPA (UiPath, Automation Anywhere, Power Automate), and data platforms—without replacing current investments. This expands automation coverage, reduces complexity, and unlocks outcomes no single system can achieve alone.

Finance

Automate document-heavy financial workflows: Invoice processing, contract analysis, form extraction, data extraction, compliance approval workflows, etc.

[Document Received] → [AI Extraction] → [Data Validation] → [Approval Workflow] → [System Update]

HR

Automate employee lifecycle processes: Employee onboarding, access provisioning, etc.

[Request Submitted] → [Identity Verification] → [System Provisioning] → [Manager Approval] → [Onboarding Complete]

IT

Resolve and route IT issues without manual intervention: Zero-touch ticket resolution, event-driven automation, cross-system data synchronization, etc.

[Ticket Created] → [AI Classification] → [Automated Resolution] → [Verification] → [Ticket Closed]

Procurement

Streamline supplier onboarding and vendor management: Supplier onboarding, supplier management, compliance checks, etc.

[Supplier Request] → [Document Collection] → [Compliance Check] → [Approval] → [Vendor Activated]

Customer Support

Manage complaints and route customer issues intelligently: Complaint and escalation management, intelligent routing, customer service response workflows, etc.

[Complaint Received] → [AI Triage] → [Intelligent Routing] → [Resolution] → [Case Closed]

Content Generation

Generate and review content at scale: Marketing copy, product descriptions, report generation, email drafting, etc.

[Brief Input] → [AI Generation] → [Quality Check] → [Human Approval] → [Publish]

Data Processing

Transform and enrich data: Data transformation, data enrichment, data validation, etc.

[Data Input] → [AI Classification] → [Enrichment] → [Validation] → [Output]

How It Works

┌────────────────────────────────────────────────────────────────────────┐ │ Trigger │ │ (API, Schedule, Event, Manual) │ └──────────────────────────────────┬─────────────────────────────────────┘ | ▼ | ┌────────────────────────────────────────────────────────────────────────┐ │ Workflow Engine │ │ │ │ ┌────────┐ ┌────────┐ ┌────────┐ ┌────────┐ ┌────────┐ │ │ │ Start │───►│ AI │───►│ Human │───►│ API │───►│ End │ │ │ │ Node │ │ Node │ │ Node │ │ Node │ │ Node │ │ │ └────────┘ └────┬───┘ └────┬───┘ └────────┘ └────────┘ │ │ ▼ ▼ │ │ ┌───────────┐ ┌───────────┐ │ │ │ Model │ │ Inbox │ │ │ │ Hub │ │ Queue │ │ │ └───────────┘ └───────────┘ │ └──────────────────────────────────┬─────────────────────────────────────┘ | ▼ │ ┌────────────────────────────────────────────────────────────────────────┐ │ Output │ │ (API Response, File, Notification) │ └────────────────────────────────────────────────────────────────────────┘

---