Understanding DORA Metrics and Their Business Implications

The article explains the four core DORA metrics—deployment frequency, change failure rate, mean time to recovery, and lead time for changes—highlighting their focus on speed and stability, their limited business relevance, and proposes using leading indicators and broader measures to align engineering performance with business outcomes.

DevOpsDoRAEngineering management

0 likes · 5 min read

Understanding DORA Metrics and Their Business Implications

Architects Research Society

Nov 10, 2023 · Big Data

Enterprise Data Strategy Driven by Business Outcomes in the Zettabyte Era

The article explains how the explosive growth to the zettabyte scale reshapes enterprise data strategy, emphasizing business‑driven value, big‑data management practices, and integrated processes that turn massive data into actionable insights for competitive advantage.

Data ManagementDigital Transformationbusiness outcomes

0 likes · 9 min read

Enterprise Data Strategy Driven by Business Outcomes in the Zettabyte Era

Architects Research Society

May 28, 2020 · Fundamentals

Why Ongoing Data Maintenance Is Critical for an Outcome‑Driven Enterprise Data Strategy

The article explains why continuous, proactive data maintenance is essential for maintaining data quality, supporting business outcomes, and preventing data decay, and outlines the key components, success factors, and steps to implement an effective ongoing data maintenance program.

Data Qualitybusiness outcomescontinuous data

0 likes · 9 min read

Why Ongoing Data Maintenance Is Critical for an Outcome‑Driven Enterprise Data Strategy

Architects Research Society

May 26, 2020 · Big Data

Why Organization and Governance Are Critical for an Outcome‑Driven Enterprise Data Strategy

The article explains how strong organizational structures and governance practices are essential for building a reliable, outcome‑driven enterprise data strategy, covering data scope, roles, standards, metrics, cultural change, and practical steps for successful implementation.

Data GovernanceData Qualitybusiness outcomes

0 likes · 8 min read

Why Organization and Governance Are Critical for an Outcome‑Driven Enterprise Data Strategy