Data-driven initiative funnel

Data-driven initiative funnel

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Understanding the company’s ability to advance on the data-driven transformation by observing its data-driven initiative funnel along 4 criteria: 1) how many sprint teams are mobilised, 2) the density of initiatives within data-driven ambitions, 3) the time to market of data-driven initiatives, and 4) the collaboration amongst business domains & teams on data-driven initiatives.

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Number of sprint teams

:: Assessing to which level the company mobilises sprint teams to drive data-driven innovations.

Why care about this?

3-4 sprint teams per domain per year is a fair number. It could be increased, but definitely represents a solid starting point.

Number of sprint teams per year per domain that work on data-driven ideas

3-4

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Initiative density within ambitions

:: Assessing the number of initiatives launched to explore data-driven ambitions.

Why care about this?

3-4 as number of initiatives developed per ambition shows a quite fragmented idea development approach, especially compared to the 3-4 sprint teams that work on ideas per year. Feel free to Zoom in and discover the which value these initiatives have already realised.

Number of data-driven initiatives launched within data-driven ambitions

3-4

https://axa.oao.xyz/lyman/data-mature-planets/business-for-data/initiative-funnel/launched-initiatives
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Time to market of data-driven ideas

:: Assessing how fast data-driven initiatives move from initial idea to implementation.

Why care about this?

12+months as average time to market of data-driven initiatives shows an alarming signal. Business environments change so rapidly that speed in bring data-driven ideas to the market is key.

Average time to market of data-driven initiatives

12+ Months

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Business domain collaboration

:: Assessing the level of collaboration between business domains on data-driven initiatives.

Why care about this?

45% as collaboration level shows that more needs to be done to foster the collaboration across entities and teams to work on data-driven initiatives.

Level of collaboration across different teams / domains in developing data-driven initiatives

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