Additional Cost of AI Features in Software Development

Maximum additional cost rises sharply as AI capabilities move from basic integrations to more advanced systems.

Supplied cost rangeMaximum additional cost

Custom LLM fine-tuning$250K

$60K–$250K

Computer vision$200K

$50K–$200K

AI agent$150K

$40K–$150K

Voice AI$130K

$35K–$130K

Predictive analytics$120K

$30K–$120K

AI workflow automation$100K

$25K–$100K

LLM chatbot$60K

$15K–$60K

MCP server / AI integration layer$50K

$15K–$50K

Semantic / AI search$40K

$10K–$40K

Read the ladder: maximum additional cost spans from $40K for semantic / AI search to $250K for custom LLM fine-tuning. Each band preserves the exact range supplied for that capability.