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How to Define Data Analytics Capabilities: What capabilities should remain centralised and what should be decentralised for an organisation to become more effective in their data analytics journey. A dedicated team often provides a more consistent and robust long-term service as the expertise continues to develop. Without adequate data literacy, a highly automated data platform is just a costly investment that does not give much value. It is more cost-effective to have a dedicated DataOps team to develop, operate, and maintain the infrastructure/platform.