How much does
AI development
cost in 2026?
AI development costs depend heavily on what you mean by "AI." A simple chatbot is different from a production RAG system.
What you get at each tier.
Demo ($2k-10k)
$2,000-$10,000
What you get: A working chatbot prototype using off-the-shelf APIs.
Trade-offs: Production reliability, evals, observability, scale.
Mid-market ($15k-40k)
$15,000-$40,000
What you get: Production RAG with hybrid search, basic eval set, basic observability.
Trade-offs: Custom fine-tuning, agent orchestration, deep evals.
Senior studio ($40k-150k)
$40,000-$150,000
What you get: Production-grade RAG / agents / fine-tunes with proper evals, observability, and a 30-day post-launch.
Trade-offs: Speed (8-14 weeks).
Premier ($150k-1M+)
$150,000-$1M+
What you get: Custom architecture, proprietary fine-tunes, deep evals, multi-model orchestration, regulated-industry compliance.
Trade-offs: Budget.
Don't forget the add-ons.
- Model API fees (OpenAI, Anthropic, etc.)
- Vector database (pgvector or Pinecone)
- Observability platform (Langfuse, Helicone)
- Eval running costs
- Compute for fine-tuning (Modal, Replicate)
- Ongoing eval cycle costs
- Compliance audits if regulated
What drives cost most
- Type of AI feature (RAG vs fine-tune vs agent)
- Evals rigor
- Compliance requirements (HIPAA, SOC 2)
- Data preparation
- Custom infrastructure
- Post-launch monitoring depth
Bands aren't
quotes.
For a real quote tailored to your project, brief us. We respond within two business days.
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Senior-to-premier. Evals before features.