Last year, the team handled 47 urgent production issues. The average resolution time was 6.4 hours per issue. That is 301 hours total, with a productivity cost of $225,000. The company also lost 19 customer accounts, representing $570,000 in lifetime revenue. The combined impact was $795,000.

The root cause is straightforward. The team improvises instead of following a standard process. That costs nearly $800K a year. (4/30)

For a SaaS multinational, the production issue problem is the same. The three-person Lean team improvises every time. No standard process means slow resolutions, which cost $795,000. Kroc's franchise standardization says: create a standard process for every type of production issue and train everyone to follow it. When you do that, people stop improvising, start acting fast, resolve issues quickly, and customers stay.

## The Core Principle (7/30)

For a SaaS multinational, the same logic applies. The three-person Lean team improvises every time a production issue occurs. That costs $795,000. The fix is franchise standardization adapted to production issues: create a standard process for every type of production issue and train everyone to follow it. When you do that, people stop improvising, act fast, resolve issues quickly, and customers stay.

## Four Steps to Apply Franchise Standardization (10/30)

1. Create a production issue response playbook that defines a standard process for every type of production issue

Kroc created playbooks for every situation at McDonald's. That standardized operations and eliminated improvisation. You should do the same by building a production issue response playbook. (11/30)

. They resolve by killing long-running queries or restarting the network service. They verify by confirming pool utilization drops below 70%.

Third, document the playbook in a shared wiki accessible to all three team members and the on-call engineer. Fourth, train the team on the playbook. Each member walks through the standard process for every issue type. The team runs a monthly fire drill simulating a production issue and follows the playbook to resolve it. (14/30)

After six months of using the playbook, the team handled 26 urgent production issues with an average resolution time of 2.1 hours, down from 6.4 hours. They saved $225,000 in productivity costs.

For a Lean team of two to five, the playbook should identify all issue types, define the standard process for each, and be part of the team's continuous improvement practice. It is a standardization tool. (15/30)

2. Create an on-call rotation that ensures every team member is trained and ready to follow the playbook

Kroc eliminated improvisation at McDonald's by creating rotations and training everyone. You should do the same with an on-call rotation.

The rotation has four steps. First, define the on-call schedule. The rotation is weekly. Each team member is on call for one week at a time. The schedule is posted in a shared calendar. (16/30)

Second, define the on-call responsibilities. The on-call engineer monitors production alerts, responds within 15 minutes, follows the playbook, and documents the resolution in the incident log.

Third, train every team member on these responsibilities. The training covers how to monitor alerts, use the playbook, escalate issues, and document resolutions. (17/30)

Fourth, conduct a handoff at the end of each on-call week. The outgoing engineer briefs the incoming one on ongoing issues, unresolved alerts, and any playbook changes.

After six months of using the rotation, every team member was trained and ready to respond. The team handled 26 issues with an average resolution time of 2.1 hours, down from 6.4 hours. They saved $225,000. (18/30)

For a Lean team of two to five, the rotation should define the schedule, define responsibilities, and be part of continuous improvement. It is a training tool.

3. Create an escalation matrix that defines who to contact for each type of production issue

Kroc resolved issues quickly by creating clear escalation paths. You should do the same with an escalation matrix. (19/30)

The matrix has four steps. First, define severity levels. The team defines three: critical (platform completely unavailable), high (major feature unavailable but platform operational), and medium (minor feature unavailable or degraded).

Second, define escalation contacts for each level. For critical issues, the on-call engineer, engineering manager, and CTO are contacted. For high, the on-call engineer and engineering manager. For medium, just the on-call engineer. (20/30)

Third, define escalation time limits. For critical, the on-call engineer must respond within five minutes. If not, the engineering manager is contacted. If the manager does not respond within 10 minutes, the CTO is contacted. For high, the on-call engineer has 15 minutes. For medium, 30 minutes.

Fourth, document the matrix in the same shared wiki as the playbook. (21/30)

After six months of using the matrix, the team escalated issues immediately instead of wasting time figuring out who to call. They handled 26 issues with an average resolution time of 2.1 hours, down from 6.4 hours. They saved $225,000.

For a Lean team of two to five, the matrix should define severity levels, escalation contacts, and time limits. It is an escalation tool.

4. Create a post-incident review process that follows a standard template after every production issue (22/30)

Second, conduct the review within 24 hours of the incident. The on-call engineer who resolved it leads the review. All three team members attend.

Third, complete the template during the review. The team fills in every section, identifies the root cause, and defines action items.

Fourth, track action items to completion. They are added to the team backlog, prioritized by incident severity, and reviewed at the next team meeting. (25/30)

For a Lean team of two to five, the process should define the template, require reviews within 24 hours, and be part of continuous improvement. It is a learning tool.

## Closing on Standardizing Over Improvising

Ray Kroc did not build McDonald's by letting every location handle things differently. He built it by creating a standard process for every situation, eliminating improvisation, and resolving issues quickly. (27/30)