AI Agent Factory Services

Build Enterprise AI Agents That Actually Operate Your Business

27Global designs and implements enterprise-grade AI Agent Factories that integrate with your applications, support systems, operational data, and workflows to automate triage, analysis, remediation, escalation, and decision support.

What is an AI Agent Factory?

An AI Agent Factory is a governed framework for building and operating specialized AI agents across your enterprise.

Unlike standalone chatbots, enterprise agents:

  • coordinate across systems and workflows
  • use enterprise knowledge and operational context
  • interact with APIs and business systems
  • perform actions with governance and validation
  • support human-in-the-loop operations
  • maintain observability, tracing, and policy enforcement
 

27Global builds agent ecosystems that integrate with enterprise platforms such as:

  • Azure DevOps
  • Databricks
  • AWS
  • Microsoft Azure
  • Operational telemetry platforms
  • Internal APIs and knowledge repositories

Core Agent Patterns

Orchestrator Agents

Coordinate workflows, routing, prioritization, escalation, and task delegation.

Support & Operations Agents

Automate ticket analysis, incident triage, remediation guidance, and operational workflows.

Knowledge Agents

Retrieve enterprise documentation, runbooks, procedures, and historical resolutions using vector search and governed knowledge systems.

Validation Agents

Apply policy enforcement, workflow validation, and quality controls before actions are executed.

Application Agents

Specialized agents for ERP, workflow, operational, and line-of-business systems.

AI Agent Factory Capabilities

Multi-Agent Orchestration

Coordinate specialized agents across enterprise workflows.

Enterprise Knowledge Systems

Use Markdown, structured data, telemetry, and operational documentation as governed AI knowledge sources.

Human-in-the-Loop Operations

Support approvals, escalations, and supervised automation.

AI Governance

Implement tracing, evaluations, observability, privacy, and security controls.

Cloud-Native Architecture

Deploy on Azure, AWS, Databricks, or hybrid enterprise environments.

Example Use Cases

Operational Support Automation

AI agents analyze tickets, logs, telemetry, and device context to automate operational workflows.

Industrial & SCADA Operations

Sequential workflow agents support industrial operations, monitoring, validation, and escalation processes.

Enterprise Knowledge Automation

Agents retrieve institutional knowledge, support documentation, historical remediation patterns, and engineering procedures.

AI-Enabled Workflow Automation

Agents interact with enterprise APIs, forms, approvals, and operational systems to streamline business processes.

Delivery Approach

1. AI Agent Strategy Workshop

Identify operational opportunities, workflows, governance requirements, and platform architecture.

2. Enterprise Architecture Design

Design the orchestration model, agent taxonomy, data flows, security controls, and runtime architecture.

3. Knowledge + Context Engineering

Build enterprise knowledge systems, retrieval pipelines, metadata structures, and vector search implementations.

4. Agent Development

Develop orchestrator agents, domain agents, tools, APIs, and workflow integrations.

5. Evaluation + Governance

Implement tracing, testing, observability, evaluation frameworks, and operational governance.

6. Production Rollout

Deploy and operationalize enterprise AI workflows.

The 27Global Difference

Our commitment to your success is rooted in our ability to integrate seamlessly into your business. We don’t just deliver assessments; we become an extension of your team, sharing our industry expertise and continuously evolving our recommendations to sharpen your competitive advantage. 

Comprehensive Discovery

We dive deep into your business operations to gather insights from every level.

Holistic Analysis

We analyze your current processes, data, and systems to pinpoint areas for improvement.

Strategic Roadmaps

Our detailed recommendations and roadmaps guide you through the implementation of transformative solutions.

Industry Expertise

With experience across multiple sectors, we tailor each assessment to address the challenges specific to your industry and your business.

27Global is your trusted partner in driving digital transformation with assessments that deliver actionable insights, foster innovation, and align with your long-term strategy.

Ready to set your roadmap?

Driving change starts with a direction.

Contact us today

News & Blog

The latest news, advancements and trends in software development.

Interested in a career in software development?