Integrating your favorite AI agents and platforms with enterprise-wide automation

Enterprises today operate across multiple platforms with various AI capability, each serving a specific purpose. For example, Salesforce Agentforce manages customer relationships and service automation, Azure AI Foundry handles specialized analytics and machine learning, and AWS Bedrock provides foundation models for various applications.

While each platform excels in its domain, they create a new problem: your AI capabilities aren't centralized but instead scattered across disconnected systems.

A customer inquiry in Salesforce cannot automatically trigger document processing in another platform. An AI analysis from Azure cannot seamlessly inform a compliance workflow in your core business system. These silos force your teams into isolated AI use and manual handoffs, copying data between systems, and losing a lot of the efficiency that AI promises to deliver.

Flowable's External Agent solves this integration challenge. Rather than forcing you to choose between platforms or rebuild existing AI capabilities, the External Agent acts as a bridge, allowing Flowable built automated work processes to communicate work with AI agents from Salesforce Agentforce, Azure AI Foundry, AWS Bedrock, and other third-party platforms. This connectivity transforms isolated AI tools into components of a coordinated enterprise automation strategy.

Maximizing your existing AI investments, from Salesforce Agentforce to Azure AI Foundry, AWS Bedrock, and more

Organizations have already committed significant resources to AI platforms. Salesforce Agentforce licenses, Azure AI services, and AWS infrastructure represent substantial investments that each deliver value. The External Agent allows you to amplify this value by incorporating these capabilities into enterprise-wide automation strategies.

Rather than replacing existing AI tools, Flowable complements them.

• Your Salesforce agents continue to excel at customer interactions.

• Your Azure models continue to provide specialized analytics.

• Your AWS services continue to process data at scale.

The External Agent simply allows these capabilities to work together, coordinated by Flowable's orchestration layer to be incorporated into end-to-end workflows that span systems, to deliver outcomes that no single platform could achieve alone.

This approach also provides flexibility as AI platforms evolve. When Salesforce releases new Agentforce capabilities, you can incorporate them into your Flowable processes without rebuilding your overall automation infrastructure. When you adopt a new AI service from another vendor, the External Agent framework allows you to integrate it alongside your existing tools. This future-proofed adaptability protects your automation investments and ensures your processes can leverage the best capabilities from multiple platforms.

Practical applications of external agent integration

Consider a financial services organization managing loan applications with AI agent integrated automation. Customer inquiries arrive through Salesforce, where an Agentforce agent gathers initial information about the applicant's needs. Rather than keeping this interaction siloed within Salesforce, the External Agent passes the inquiry details to Flowable, which initiates a comprehensive loan processing workflow. This workflow might also involve:

• a Document Agent extracting data from submitted financial statements

• a Knowledge Agent verifying lending criteria against regulatory requirements

• a Utility Agent calculating risk scores, and

• an Orchestrator Agent directing multi-agent orchestration as an additional agents action become needed within an end-to-end process.

Throughout this process, the Orchestrator Agent coordinates the activities, and when human review is required, flags this to the case worker who can access all relevant information from both Salesforce and Flowable systems in a unified interface.

Similarly, in healthcare, an External Agent connection to Azure AI Foundry could enable a patient intake process that leverages natural language processing to analyze medical history documents. Flowable can orchestrate the broader patient onboarding workflow, coordinate with scheduling systems, and manage compliance with privacy regulations. The External Agent ensures that insights from Azure's AI capabilities inform decisions within complete end-to-end automated processes without requiring manual data transfer or custom integration code.

Governance and security across platforms

When connecting to external AI platforms, governance and security become paramount concerns. The External Agent addresses these requirements through Flowable's established security framework. OAuth2 authentication ensures that only authorized applications can access your Agentforce agents, while Flowable's role-based access controls determine which users and processes can invoke external agent operations.

All interactions between Flowable and external platforms are logged and auditable, providing the transparency required for compliance in regulated industries. When an External Agent retrieves customer data from Salesforce or processes information through Azure AI, these actions are tracked within Flowable's audit trail, ensuring you can demonstrate compliance with data protection regulations and internal governance policies.

The External Agent also respects the security boundaries of each platform. Salesforce data remains subject to Salesforce permissions, and Flowable processes can only access information that the configured Agentforce agent is authorized to retrieve. This layered security approach ensures that connecting platforms does not compromise the controls you've established within each system.

Operational efficiency through intelligent integration

Manual integration between platforms creates bottlenecks and introduces errors. For example, when a customer service representative needs to manually transfer information from Salesforce to another system, or when data from an external AI analysis must be copied into a workflow, time and accuracy are lost. The External Agent eliminates these manual steps.

A loan application that previously required multiple system logins and manual data entry can now flow automatically from initial customer contact through final approval, with each system contributing its specialized capabilities at the appropriate stage. Customer service representatives spend less time on administrative tasks and more time addressing customer needs. Process owners gain visibility into operations that span multiple platforms, allowing them to identify optimization opportunities and address bottlenecks. By automating the flow of information between platforms, the External Agent accelerates process execution and improves data quality.

Building a truly connected enterprise

The External Agent represents a shift from platform-specific AI to enterprise-orchestrated intelligence. It acknowledges the reality that different AI platforms serve various purposes and that the most value emerges when these platforms work together under coordinated governance and process control.

By connecting Flowable to Salesforce Agentforce and other external AI platforms, you create an environment where customer interactions, document processing, knowledge retrieval, custom calculations, and external AI capabilities all contribute to unified business outcomes. The External Agent amplifies your AI ecosystem to become greater than the sum of its parts, delivering the coordinated intelligence that modern enterprises require.

Preparing for the future of enterprise AI

The evolution of the AI landscape shows no signs of slowing down. New platforms emerge, existing platforms add capabilities, and organizations continue to experiment with different approaches to leverage AI effectively. The External Agent provides a single, robust, stable integration framework to control this changing environment.

As Salesforce enhances Agentforce with new features, as Azure expands its AI services, and as new AI platforms enter the market, Flowable's External Agent framework allows you to incorporate these advances into your processes without disrupting your existing automation. This future readiness ensures that your investment in process automation grows more valuable over time, rather than becoming obsolete as AI technology progresses.

Organizations that embrace external agent integration position themselves to leverage AI innovations as they emerge, while maintaining the governance, security, and process control that enterprise operations require. The External Agent is the catalyst to transform AI platforms from isolated tools into collaborative components of an intelligent, adaptive enterprise.