CATEGORY
3 Weeks to Production: The Autonomous Deployment Playbook
Liam McCarthy
7 min read
How to compress 6-month timelines into a three-week sprint using agent orchestration.
The 6-Month Myth
When a Fortune 100 client came to us with a 6-month AI roadmap, we told them we could do it in 21 days.
21 days — from kickoff to production deployment
Source: Fortune 100 client
Key Takeaway: Speed comes from architecture, not shortcuts. The Quarterback-Trigger pattern enables parallel development and autonomous optimization.
Results That Compound
Month 1: 40x document processing capacity
Month 2: System self-optimizes, accuracy improves 15%
Month 3: Expanded to 3 additional business units
Month 6: $2.4M in operational savings
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