Insights & Data

Original benchmarks and practical guidance on AI development cost, timelines, and strategy — drawn from real delivery experience.

AI MVP Development: Cost and Timeline Benchmarks (2026)

Based on HyperNeuron delivery data, most AI MVPs launch in roughly 4 to 16 weeks, with simple integrations on the shorter end and multi-agent systems on the longer end. Fixed-scope first sprints typically start in the low five figures, and the largest cost drivers are data readiness, integration complexity, and the reliability bar required for production.

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