Running Modular as a service, AI Infrastructure

Modular Agency Implementation, Productized AI Inference Services

Learn how to package Modular's shared and dedicated inference endpoints into recurring client services. This course teaches agencies to architect cost-transparent deployments, optimize model performance with kernel-level tuning, and build retainer-based AI application delivery using the MAX framework and Mojo language.

Open the decision record for Modular

What does running Modular for clients commit you to?

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

Monthly tool cost
Vendor pricing not explicitly published; contact Modular for pricing. Budget for engineering time and potential compute costs.
Time to first value
Not published (setup complexity: high)
Payback
Not modeled - requires client pricing, labor, usage, overhead, and expected volume.
Guided implementation
8 hours

Is Modular worth running as a client service?

Modular offers significant technical advantages for GenAI deployment, but its high complexity and lack of published pricing make it unsuitable for non-technical agencies. An agency must have deep AI/ML expertise to extract value and justify costs.

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

  • Modular API credentials
  • Mojo SDK
  • GitHub for version control
  • Access to LLVM and MLIR toolchains

People and inputs

  • AI engineering team experienced with GenAI model deployment
  • Time for learning curve (setup complexity is high)
  • Client use case with clear performance requirements
  • Compute infrastructure for testing (e.g., cloud GPUs)

Included with the course

7 working documents for delivering this service.

  • Inference Endpoint Architecture Worksheetworksheet
  • Shared vs. Dedicated Endpoint Pricing Calculatortemplate
  • Model Deployment SOP for MAX Frameworksop
  • Client Cost Transparency Dashboard Setup Guideguide
  • Kernel Optimization Project Scope Checklistchecklist
  • VPC Deployment Security Handoff Templatetemplate
  • Per-Token Pricing Retainer Agreementtemplate

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