Cost2026-06-05 · 9 min

AI Development Cost: What You Really Pay For

A transparent breakdown of what drives AI project cost — and where the money goes.

The cost is mostly engineering, not models

Model APIs are cheap relative to the integration, evaluation, security, and monitoring work around them.

Strategy: $4.5k–15k. Pilots: $15k–45k. Production implementations: $40k–180k. Enterprise systems: from $60k.

Data readiness, integrations, compliance, and ongoing optimization — plan for them up front.

How much does an AI pilot cost?

Pilots typically range from $15,000 to $45,000 and run 4–8 weeks.

Book a 30-minute call — a senior engineer will map the highest-value path for your business.

What to look for, what to ask, and the red flags that separate production AI teams from demo builders.

Agents take action, which means reliability, guardrails, and evaluation matter more than ever.