Richie CottonSenior Data Evangelist, DataCamp · Ask me about data and AI upskilling

The Flywheel of Data #google #flywheel #datadriven

Name: The Flywheel of Data #google #flywheel #datadriven
Uploaded: 2024-11-21T11:44:16+00:00
Duration: 59 s
Channel: Richie Cotton
Description: In this short presentation, the speaker outlines the core principle behind successful data‑driven value creation: the more distinct data signals you can…

21 Nov 2024 · 1 min

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In this short presentation, the speaker outlines the core principle behind successful data‑driven value creation: the more distinct data signals you can combine into a single, very wide record, the more hidden, unintuitive patterns you can uncover. Those patterns enable the development of new services or predictive models that deliver customer value, which in turn generates additional data. This creates a self‑reinforcing loop – a data flywheel – where each cycle of richer data leads to better services, more customer interactions, and consequently even more data to feed the next cycle. The concept rests on the premise that valuable insights emerge not from large volumes of narrow data, but from broad, multi‑signal records that expose the latent patterns businesses need to exploit.

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I think the key to being successful with data is understanding the essence, the very essence of data driven value generation, which is very simply put, the more data signals you can bring together, the more you find hidden or latent unintuitive patterns in your data, the more you can build services or models using the data, the more customer value, or, you know, customer services you can create, which generate more data for you, for which you gather more data signals, allowing you to build better services and models, generating more data. That's the. That's a flywheel of data, right? That's the basic idea. And that is built on the premise that you can build these not big, but very wide data records, bringing many data signals together, because this is actually where the interesting patterns that you want to leverage in data are being exposed.