How Long Does AI Automation Take in India? A Realistic Guide
One of the first questions every client asks. Here's an honest, experience-based answer — with typical timelines for different project types and what drives variation.
Get a Timeline for Your Project →Typical Implementation Timelines
| Project Type | Discovery | Build & Test | Go Live | Total |
|---|---|---|---|---|
| Simple RPA bot (single process) | 1–2 weeks | 2–4 weeks | 1 week | 4–7 weeks |
| Multi-process RPA suite | 2–3 weeks | 6–10 weeks | 2 weeks | 10–15 weeks |
| Custom ML model | 3–4 weeks | 8–14 weeks | 2–3 weeks | 3–5 months |
| Computer vision QC system | 3–5 weeks | 10–16 weeks | 3–4 weeks | 4–6 months |
| Full AI transformation programme | 4–6 weeks | 16–24 weeks | 4–6 weeks | 6–9 months |
What Drives Timeline Variation?
Data readiness (clean, accessible data cuts timelines by 30–40%), integration complexity (legacy systems add time), change management (user adoption training is often the slowest element), and regulatory requirements (pharma/finance need validation steps).
How Quickly Can You Start Seeing Results?
MNB Research's pilot programme delivers measurable results in 30 days — so you don't wait 6 months to know if it's working.
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