Insights
How long does an AI automation project take?
A realistic view of discovery, pilot, integration, testing, and rollout for an operational AI system.
The short answer
A narrow pilot may take weeks; a multi-system operational rollout can take months. Timing depends less on the model than on access to systems, process clarity, review requirements, and real-world testing.
What to do next
Map the current workflow before selecting a tool. Record who owns it, how often it happens, where information comes from, what can go wrong, and how success would be measured. That turns a broad AI idea into a business decision.