Running Freight Floor as a service, AI Agents

Freight Floor Agency Implementation, AI Agent Strategy & Client Demos

Learn to position Freight Floor as a hands-on training and evaluation tool for clients building multi-agent warehouse systems. This course teaches agencies how to run live simulations, inspect agent decision-making through the glass-box panel, and deliver competitive benchmarking reports that justify AI automation investments.

Open the decision record for Freight Floor

What does running Freight Floor for clients commit you to?

Published figures for this service. Blank fields are not published.

Monthly tool cost
Not published, Freight Floor is open-source with no published pricing tiers; agency must supply labor and Google Cloud/Vertex AI usage costs.
Time to first value
Not published
Payback
Not modeled
Guided implementation
8 hours

Is Freight Floor worth running as a client service?

Freight Floor is an open-source simulation useful for demonstrating multi-agent LLM coordination to technical clients, but it is a game rather than production logistics software. Agency economics depend on labor and Vertex AI usage costs the agency must supply, and no published pricing or time-to-value data exists to model ROI.

An agency-fit judgement for reselling this service. It is separate from the tool description on the decision record.

Before you start

What has to be in place before the first client engagement.

Tools and subscriptions

  • GitHub access to clone the Freight Floor repository
  • Google Cloud project with Vertex AI enabled for Gemini agent calls
  • Gemini API credentials configured for the Co-Pilot and forklift agents
  • Local browser environment to run the 10 Hz game engine
  • Project management tool to track per-client configurations, since Freight Floor has no agency dashboard

People and inputs

  • Team member familiar with dual-loop architecture (engine plus asynchronous LLM planning)
  • Documentation of the five persona archetypes and their strategy prompts
  • Review of the seven-layer prompt armor for Co-Pilot instructions
  • Runbook for tapping forklifts to inspect model, latency, and last decision

Included with the course

7 working documents for delivering this service.

  • Freight Floor Client Onboarding Checklistchecklist
  • AI Agent Persona Comparison Worksheetworksheet
  • Shift Performance Report Templatetemplate
  • Co-Pilot Instruction Prompt Libraryguide
  • Multi-Agent Simulation Setup SOPsop
  • Glass-Box Inspection & Decision Audit Templatetemplate
  • Warehouse Automation ROI Proposal Frameworkguide

Listed by name. These documents are not yet published as individual downloads.