See LumiMerse In Action

Real-world workflow automations built with visual AI agents. Explore how teams use LumiMerse to solve complex problems.

Workflow Automation

Batch Topic Analyser

Automated investment research pipeline that analyses multiple topics in parallel, merges findings, and generates comprehensive reports.

Batch Topic Analyser workflow in LumiMerse

The Challenge

Manually analysing dozens of investment topics is time-consuming and inconsistent. Analysts need a scalable way to process multiple items and produce unified reports.

The Solution

A visual workflow that loops through each item with an AI analyst agent, frames context with a dedicated agent, merges all inputs, and generates a structured investment report.

Key Nodes

  • Analyze Each Item — Loop with GPT-4o agent
  • Context Framer — Strategic framing agent
  • Merge All Inputs — Numbered merge strategy
  • Report Writer — Senior analyst agent
Agent Architecture

Agent as Tool

An orchestrator agent that delegates to specialist sub-agents — treating them as callable tools for domain-specific expertise.

Agent as Tool workflow in LumiMerse

The Challenge

Complex queries in oil & gas require both deep technical knowledge and business analysis. A single AI agent can't cover both domains with the required depth.

The Solution

An orchestrator agent (GPT-4o) routes queries to specialist sub-agents — a Technical Expert and a Business Analyst — combining their outputs into a comprehensive answer.

Key Patterns

  • Orchestrator — Routes to specialist tools
  • Technical Expert — Petroleum engineering
  • Business Analyst — Commercial analysis
  • Tool Calls — Visible in run stream log

Ready to Build Your Own Workflows?

Start building visual AI agent workflows today — no coding required.