When heroics stop working: reaching 99.5 percent on-time delivery at Amazon Robotics

By July, roughly 300 deployment projects were late. In May it had been about 100. Only 30 percent of the portfolio was on track, and peak season, the stretch of the year when Amazon’s delivery promises matter most, was a few months out. The organization was full of talented people working hard, and the trend would not turn, because the visibility needed to locate the constraint had not yet been built.

The situation

Amazon’s Global Robotics deployment organization installed the robotic systems that fulfillment centers run on. The organization was scaling at extraordinary speed to meet demand, and the operating infrastructure had not yet caught up with the growth. Contract labor was expanding faster than training could keep pace with, global supply chain disruptions compounded schedules, and each week of slippage stacked more risk against the November and December peak. A portfolio management system existed, but the data in it was still too incomplete to show leaders where to act, so reviews ran on anecdotes. The response so far had been effort and long hours, and effort alone was not closing the gap.

What I did

I started with visibility, because you cannot fix what you cannot see, and the visibility layer was the missing piece. I repaired the portfolio management system and, harder, drove field adoption so the critical data actually got entered. With real data in hand, we could finally root-cause the delays, and I modeled the cost of inaction at several hundred million dollars in rework and backlog. That number changed the tenor of every conversation that followed.

Then I changed who was in the conversation. I brought everyone from senior vice presidents to frontline leaders into a single weekly review of what the data said and where to act. The design mattered: the review was about the work, not the people, and it replaced finger pointing with purposeful action. We set specific, measurable goals, assigned a single accountable leader to each bottleneck, stood up input and output metrics, and built a weekly, monthly, and quarterly Rhythm of Business so the discipline would not depend on any one person’s energy.

Once the immediate fire was under control, we made it durable. I developed the three year strategy and annual operating plans, ran an organization wide workshop that distilled more than 30 ideas into five priority initiatives, and completed a skills and capability assessment with headcount by job family, so the plan was staffed rather than just written. These mechanisms were later standardized across six organizations, from supply chain and manufacturing through technology operations and support.

What happened

Of the 70 percent of the portfolio at risk, we recovered and deployed 60 points. The last ten were cancelled, and only for global supply chain constraints no deployment team could remediate. On-time delivery then reached 99.5 percent. Labor costs fell 30 percent and cycle times fell 25 percent. The Rhythm of Business and the three year roadmap kept running long after the crisis ended, which to me is the real result.