The Datapred blog

On machine learning, time series and how to use them.

CO2 emissions

What is driving current European CO2 prices?

on Jun 11, 2021 3:54:29 PM By | Datapred | 0 Comments | CO2 carbon market EU Allowances EUA emissions
CO2 prices on the EU Emission Trading System (ETS) have recently skyrocketed - from €22/ton one year ago to €52/ton today (down from a peak at €56/ton in May), as illustrated on the following price chart:
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Clocks

The 12 time windows of Procurement

on Mar 10, 2021 2:01:52 PM By | Datapred | 0 Comments | time series decision management raw materials digital procurement time window
Buying raw materials means constantly juggling with multiple, overlapping time windows. It can prove a little confusing...
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Maison RaiseLab

Datapred announces the move of its Paris office to Maison RaiseLab

on Feb 19, 2021 10:15:00 AM By | Datapred | 0 Comments | procurement RaiseLab sustainability
Move underlines Datapred’s commitment to addressing sustainable procurement challenges.  
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Procurement technology

8 ways machine learning can boost your buying process

Procurement teams are increasingly constrained by the limitations of traditional ERP & BI systems. Executives see a great deal of potential in advanced digital technologies like AI and machine learning. The right machine learning-led procurement solution can help industrial buyers to unlock 8 big benefits.
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Procurement change

Staying ahead of procurement change

on Dec 11, 2020 5:00:50 PM By | Datapred | 0 Comments | machine learning procurement raw materials direct materials technology
It’s getting harder for even the most experienced direct procurement teams to buy with confidence. Traditional ERP and BI systems can’t keep pace with the demands of modern procurement. Experts say digital technology will redefine the procurement function – enhancing human expertise, rather than replacing it.
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sustainable procurement

How raw material buyers can contribute to emission reduction

"Sustainable Procurement" has become all the rage, focusing so far on tighter supplier selection and lengthier bills of materials - all good, but lacking a seamless connection to Operations.
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Sea storm

5 findings about contextual data and raw material price analysis

For obvious reasons, raw material price volatility has increased in 2020 - and we have been monitoring that closely. Datapred uses both price history and contextual data for raw material market analysis and price prediction, and as this year draws to a close, we would like to share five findings about the power of contextual data for understanding raw material prices.  
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Refinery

Covid-19 and raw materials - The many shapes of instability

on Apr 27, 2020 11:15:00 AM By | Datapred | 0 Comments | predictive analysis procurement raw materials financial markets energy
The Covid-19 crisis is having a violent impact on energy and raw material markets. But the traditional concept of price volatility doesn't capture the many aspects of that instability, and is actually misleading in some cases. Chief Procurement Officers need finer insights to optimize buying decisions in the post Covid-19 world.
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Lausanne

Datapred raises Series A from JOIN Capital

on Apr 2, 2020 1:09:41 PM By | Datapred | 0 Comments | machine learning streaming data procurement raw materials energy datapred
Investment underlines the trend for deep tech applied to core industrial processes.  
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Gémeaux

Prediction and prescription - Continuous intelligence twins (Part 2/2)

For continuous intelligence applications, the relationship between prediction and prescription is richer than described in the classic framework of analytics capabilities:
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