How long does implementation take?
AI implementation timelines
There is no single timeline for AI implementation because scope, data readiness, integrations, testing, and decision-making all affect delivery. We define the milestone, deliverables, and dependencies before proposing a schedule, so a prototype, pilot, and production rollout are clearly distinguished.
Milestones matter
A demonstration explains an idea; a prototype tests part of it; a pilot adds operational learning; and a production rollout requires agreed readiness and operating arrangements. Ask which milestone a proposed schedule covers.
Source availability, permitted access, integrations, decisions, and reviewer availability can all affect timing. A useful schedule states its assumptions and dependencies.
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