DS

Build vs Buy ML Features?

The right choice depends on your team, timeline, and product — not hype. I help founders and CTOs pick the stack that ships, then own delivery.

Direct answer

The right choice depends on your team, timeline, and product — not hype. I help founders and CTOs pick the stack that ships, then own delivery.

What affects price and timeline

Scope, integrations (payments, maps, AI APIs), compliance requirements, and team involvement all shift the range. Most ml consulting services engagements I take fall between $20K–$120K for production-quality delivery.

When to hire a senior engineer

Hire when the cost of delay exceeds the cost of expertise — failed MVPs, rewrite cycles, and AI demos that never reach production are more expensive than scoped senior delivery.

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30-minute scoping call · Clear milestones · Senior engineer ownership