Emergence Multi-agent Orchestrator

Transform Enterprise Workflows with AI Agents

Emergence Multi-agent Orchestrator empowers enterprises manage and coordinate multiple autonomous agents at run time across various domains. It enables several use cases such as supply chain, QA testing, research analysis, travel planning, and more. The Orchestrator handles tasks like workflow planning, compliance, data security, and system integrations, freeing teams to focus on strategic priorities. It is designed to efficiently integrate agents into your business processes, increasing productivity at scale without sacrificing data privacy and control.

Key Features

  • Planning

    Generate step-by-step workflow plans that adapt dynamically to changing requirements. With a plan-verify-execute loop, it ensures deterministic, consistent responses. The orchestrator employs a tiered approach: the upper tier handles domain-specific categorization and agent cluster selection, while the lower tier executes task-specific decisions for high accuracy.

  • Task Delegation & Execution

    Optimally matches tasks to agents based on capabilities and task demands, while allowing agents to continuously refine their capabilities.

  • Agent-to-Agent Communication

    Allows agents to share data, updates, and collaborate effectively using memory mechanisms, scratchpad and conflict handling for coordinated goal achievement

  • Agent Registry

    Catalogs agents for running workflows, including built-in agents fine-tuned by Emergence, agents built by our customers and by the community

  • Skills Library

    A library of task-specific capabilities or skills harvested for self-improvement. The skills increase determinism, reduce latency of execution and calls to LLMs.

  • Compliance

    Supports customizable policies with role-based access, agent assignments, and safeguards like data sanitization and text moderation to ensure secure, policy-compliant workflows.

Orchestrator in Action: Real-World Web Automation Deployment

The Web Automation Orchestrator integrates APIs to access internal enterprise data (via its API agent) and direct web interface interaction for public data (via its Web agent) for system support. It handles modern and legacy systems, adapts to API changes, and tackles complex workflows. Key capabilities include:

  • Navigating dynamic multi-level menus

  • Completing forms from unstructured sources

  • Adjusting settings and processing embedded files

  • Contextual data extraction from PDFs or HTML

  • Handling errors like page load failures, broken links, or pop-ups with adaptive navigation

Manage Multiple Agents, Built for Enterprise, Without the Complexity

Flexible Deployment

Enterprise customers will be able to deploy our orchestrator on any cloud platform or VPC of their choice.

Deterministic Results

Our agents achieve determinism by learning in enterprise environments, while adapting to the changing requirements. The Orchestrator and agents ensure reliable and consistent results with our plan-verify-execute loops that adapt to your enterprise constraints.

Scalable Architecture

You can deploy and run each agent independently within your enterprise, thereby increasing the velocity of feature deployment as demands grow.

Secure by Design

We prioritize safeguarding your data and systems with advanced measures like red teaming, encryption, and privacy-by-design practices. Our approach includes thorough risk assessments, lifecycle AI security management, and continuous monitoring with human oversight to ensure consistent protection and compliance.

Performance-driven Architecture

Our multi-agent orchestrator enables collaboration on complex tasks, delivering faster results and improved efficiency. Internal benchmarks show our planner generates plans significantly better than industry standards like ReACT-COT. Contact us to discuss benchmarks and how they can be adapted for your enterprise.

Intelligence grounded in your enterprise data

Our platform can integrate with over a hundred APIs. Whether you have an existing OpenAPI (Swagger) specification for popular platforms like Jira, Confluence, Amadeus, Google Drive, or need specification conversion, our API registry can handle it. Our connector agent is capable of automatically identifying and calling the appropriate API functions with the right parameters, integrating with your credential management systems, ensuring smooth and efficient integration.

Example Use Cases

Supply Chain

Optimize inventory and order management

QA Automation

Simulate user interactions, create and execute tests to increase test coverage, and detect defects

Compliance

Monitors transactions and records, flags policy violations, and generates audit reports

Research Analysis

Visits web pages, automates data collection, analyzes information, and generates reports to deliver actionable insights

Travel Planning

Evaluates schedules, budgets, and preferences to create tailored itineraries including booking flights, accommodations, and activities