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Honest Comparison · Operator Model

MartinAI vs. a Typical
AI Development Shop

We don't build $150K custom software platforms that take 9 months and require a team of engineers to maintain. Here's an honest breakdown of the difference.

Typical AI Dev Shop

  • Builds complex custom codebases requiring developer retainers.
  • Takes 3 to 9 months to deliver a first release.
  • Engineers study your industry from briefs without real operating experience.
  • Priced from $50,000 to $200,000+ upfront.
  • An "agile" engagement that quietly turns into ongoing time-and-materials billing with no natural stopping point.

MartinAI Operator Model

  • Deploys no-code/low-code LLM agents your existing staff can control.
  • First measurable operational win deployed in 14 days or less.
  • Led by an active CEO who built AI-native freight systems.
  • Fixed-scope workshops & sprints starting at $5,000.
  • Committed-phases model: scoped, priced, defined end, never open-ended.

When a traditional dev shop is a better fit:

If you are building a proprietary SaaS software product to license to third parties, you need a traditional dev shop. If you are an operating business looking to eliminate manual bottlenecks and train your staff to leverage AI today, MartinAI is purpose-built for you.