Enterprise AI Agents Powered by Databricks

AI Agent Factories Built on Enterprise Data and Operational Knowledge

27Global helps enterprises build governed AI Agent Factories using Databricks, Mosaic AI, vector search, MLflow, and enterprise data platforms.

Databricks AI Agent Architecture

27Global builds Databricks-based AI agent systems using:

  • Databricks Mosaic AI
  • Mosaic AI Agent Framework
  • Vector Search
  • Unity Catalog
  • MLflow
  • Delta Lake
  • Databricks Model Serving
  • Databricks Genie

These systems enable:

  • enterprise knowledge retrieval
  • operational AI workflows
  • telemetry-aware AI systems
  • governed enterprise AI
  • evaluation and tracing
  • enterprise-scale RAG architectures

Databricks AI Agent Factory Components

Mosaic AI Agent Framework

Enterprise orchestration for operational AI agents.

Vector Search

Retrieval systems over enterprise documentation, support history, telemetry, and operational procedures.

Unity Catalog

Governance, permissions, lineage, and enterprise AI controls.

MLflow

AI evaluation, tracing, observability, and lifecycle management.

Delta Lake

Enterprise-scale operational and AI knowledge foundation.

Databricks Use Cases

Operational Intelligence

AI agents analyze telemetry, logs, operational data, and support history.

Enterprise Knowledge Retrieval

Enable governed AI access to engineering, support, and operational knowledge.

Industrial Operations

Combine telemetry, workflow systems, and operational procedures into AI-assisted workflows.

AI Governance

Implement evaluation, tracing, observability, and enterprise AI governance.

Why Azure for Enterprise Agents?

  • Enterprise-scale data integration
  • Governed AI architecture
  • Operational telemetry integration
  • Enterprise vector search
  • AI observability and evaluation
  • Scalable knowledge engineering
  • Strong hybrid AI + data platform alignment

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

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