Dr. Jonah Tebaa argues that most initiatives fail not at the announcement stage, but in the last mile, which encompasses ownership, handoffs, training, rhythm, and daily use. The last mile is the most expensive part of implementation, as it involves making the new way of working feel ordinary. Many organizations confuse availability with implementation, assuming that once a system is available, it is being used correctly. However, Dr. Tebaa contends that a system is not implemented until the right person knows what to do, at the right moment, without needing to decode the organization around them.
The Last Mile: Where Strategy Becomes Operational Reality
Dr. Tebaa believes that leaders should pay closer attention to the last mile, as it is where strategy becomes operational reality. He identifies five key areas that are critical to a successful last-mile implementation: ownership, usability, removal of duplicate work, standard rhythm, and feedback loop. His framework emphasizes the importance of a named owner for the outcome, not just the setup, and ensuring that a busy person can use the system without asking for guidance.
A last-mile implementation needs to remove duplicate work, not just add a new layer of complexity. Dr. Tebaa suggests that a serious implementation plan should identify what stops, not just what starts. This includes removing old steps, reports, approvals, and habits that are no longer necessary. He also emphasizes the importance of a standard rhythm, where the system is used at a fixed time, and progress is measured regularly.
- Who owns the outcome after launch? Dr. Tebaa argues that many initiatives have strong ownership before launch, but weak ownership after launch. A named owner is necessary to ensure that the initiative is being used properly.
- Can a busy person use it without asking three people what to do next? Dr. Tebaa suggests testing the process with someone busy, interrupted, and under normal pressure to ensure that it is clear and usable.
- Did the new way remove work, or did it create duplicate work? Dr. Tebaa contends that duplicate work is a sign that adoption has not happened, and that a serious implementation plan should identify what stops, not just what starts.
- Is there a standard rhythm? Dr. Tebaa emphasizes the importance of a standard rhythm, where the system is used at a fixed time, and progress is measured regularly.
- Is there a feedback loop from real usage? Dr. Tebaa suggests that a feedback loop is necessary to capture feedback from daily users and ensure that implementation quality does not decay.
Formal AI governance is converging on the same ownership requirement from the regulatory side. The EU AI Act's Article 26 on deployer obligations states that "Deployers shall assign human oversight to natural persons who have the necessary competence, training and authority, as well as the necessary support" — the same named-owner principle Dr. Tebaa applies to last-mile implementation generally, now written into law for high-risk systems in Europe.
Dr. Tebaa's framework highlights the importance of boring clarity in implementation. The last mile is rarely glamorous, but it is where business value is won. By paying attention to the last mile, leaders can ensure that their initiatives are successful and that the new way of working becomes an integral part of the organization's operating system.
Implementation and Operational Excellence
Dr. Tebaa's argument has significant implications for implementation and operational excellence. It suggests that leaders should focus on the last mile, rather than just the launch, and that they should prioritize ownership, usability, removal of duplicate work, standard rhythm, and feedback loop. By doing so, leaders can ensure that their initiatives are successful, and that the organization achieves operational excellence.
Dr. Tebaa's framework is relevant to a wide range of initiatives, including AI adoption, change management, and operational excellence. It provides a practical guide for leaders who want to ensure that their initiatives are successful and that the new way of working becomes an integral part of the organization's operating system. By following Dr. Tebaa's framework, leaders can avoid the common pitfalls of implementation and ensure that their initiatives achieve their intended outcomes.
