This standard ensures that patterns from failures are systematically analysed and used to guide architectural decisions. It turns operational pain into long-term improvement, enabling teams to invest in resilience where it matters most.
Aligned to our "Post-Incident Learning Culture" policy, this standard promotes smarter design, reduces repeat failures, and supports continuous learning. Without it, teams risk fixing symptoms instead of causes—slowing progress and weakening system reliability.
| Category | Description |
|---|---|
| People & Culture | - Failures resolved in isolation without shared learning. - Root causes often undocumented or revisited repeatedly. |
| Process & Governance | - No standard practice for identifying failure patterns. - Architectural decisions rarely informed by incident data. |
| Technology & Tools | - Incident management tools used for firefighting only. - No analysis or aggregation of failure data. |
| Measurement & Metrics | - Lack of visibility into recurring failure trends or architectural impacts. |
| Category | Description |
|---|---|
| People & Culture | - Some teams capture incident learnings, but sharing is inconsistent. - Architectural changes driven by local needs. |
| Process & Governance | - Informal feedback loops link incidents to architecture. - Improvements are reactive and isolated. |
| Technology & Tools | - Incident data occasionally reviewed but not systematically analysed. - Tools support manual extraction of failure info. |
| Measurement & Metrics | - Basic tracking of incident recurrence without architectural prioritisation. |
| Category | Description |
|---|---|
| People & Culture | - Teams systematically review failure patterns. - Architectural teams engaged in incident retrospectives. |
| Process & Governance | - Failure analyses standardised and documented. - Learnings feed into architecture and design discussions. |
| Technology & Tools | - Tools support aggregation and trending of failure data. - Dashboards provide visibility into architectural risks. |
| Measurement & Metrics | - Metrics on failure types, frequency, and related architectural changes. |
| Category | Description |
|---|---|
| People & Culture | - Organisation-wide awareness of failure patterns. - Architecture investment prioritised by data. |
| Process & Governance | - Failure trend analysis informs roadmap and resilience strategies. - Continuous feedback between incidents and architecture. |
| Technology & Tools | - Automated analysis identifies systemic issues. - Tools correlate failures with architectural components. |
| Measurement & Metrics | - Impact of architectural changes on failure rates tracked and reported. |
| Category | Description |
|---|---|
| People & Culture | - Post-incident learning drives architecture evolution. - Cross-team collaboration prevents failure recurrence. |
| Process & Governance | - Failure patterns shape long-term resilience and platform strategies. - Shared learning culture embedded organisation-wide. |
| Technology & Tools | - Advanced predictive analytics guide architectural investment. - Systems proactively alert on emerging failure patterns. |
| Measurement & Metrics | - Demonstrated reduction in critical failures due to architectural improvements. - Evidence of organisational learning loops impacting resilience. |