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Dr Adrian Clarke 22 nd March 2016 Deploying R&D analytics at the pace of the data driven business [email protected]

Deploying R&D analytics at the pace of the dataagrostat2016.sfds.asso.fr/wp-content/uploads/2016/03/2.O2.pdf · The Tessella Analytics Partnership Model. How Does it Work in Practice

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Page 1: Deploying R&D analytics at the pace of the dataagrostat2016.sfds.asso.fr/wp-content/uploads/2016/03/2.O2.pdf · The Tessella Analytics Partnership Model. How Does it Work in Practice

Dr Adrian Clarke

22nd March 2016

Deploying R&D

analytics at the

pace of the data

driven business

[email protected]

Page 2: Deploying R&D analytics at the pace of the dataagrostat2016.sfds.asso.fr/wp-content/uploads/2016/03/2.O2.pdf · The Tessella Analytics Partnership Model. How Does it Work in Practice

Helping innovation, engineering and research leaders create solutions to complex challenges

Part of the Altran Group

Page 3: Deploying R&D analytics at the pace of the dataagrostat2016.sfds.asso.fr/wp-content/uploads/2016/03/2.O2.pdf · The Tessella Analytics Partnership Model. How Does it Work in Practice

Our Clients Analytics Needs

“The questions we need to answer would require about n FTE over the year, but that’s an average number. The actual demand isn’t constant, and sometimes answers are needed quite quickly”

“We find we need skills in statistics, modelling, simulation, machine learning, visualisation, text analytics…The list is huge, and

we can’t possibly retain all those skills in a small team.”

Key points – fast, flexible access to a broad range of deep

skills.

Page 4: Deploying R&D analytics at the pace of the dataagrostat2016.sfds.asso.fr/wp-content/uploads/2016/03/2.O2.pdf · The Tessella Analytics Partnership Model. How Does it Work in Practice

The Tessella Analytics Partnership Model

Page 5: Deploying R&D analytics at the pace of the dataagrostat2016.sfds.asso.fr/wp-content/uploads/2016/03/2.O2.pdf · The Tessella Analytics Partnership Model. How Does it Work in Practice

How Does it Work in Practice

0

32

64

96

128

160

192

224

1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37Ef

fort

(h

ou

rs)

Week Number

Broad range of deep skills4 FTEs of work paid for was delivered by 23 different specialists

Flexible accessThe hours worked in a given week was varied often by a factor of 2

Page 6: Deploying R&D analytics at the pace of the dataagrostat2016.sfds.asso.fr/wp-content/uploads/2016/03/2.O2.pdf · The Tessella Analytics Partnership Model. How Does it Work in Practice

Case Study: Rothamsted Farm Platform

Page 7: Deploying R&D analytics at the pace of the dataagrostat2016.sfds.asso.fr/wp-content/uploads/2016/03/2.O2.pdf · The Tessella Analytics Partnership Model. How Does it Work in Practice

30% time saving for modellers (~7 FTE)Reduces modelling outsourcing costs by 10%

Approximately 10 FTE efficiency savings annually in the studies

Significant improvements to data quality, integrity and consistency across all R&D sites

Case Study: PredICT

Page 8: Deploying R&D analytics at the pace of the dataagrostat2016.sfds.asso.fr/wp-content/uploads/2016/03/2.O2.pdf · The Tessella Analytics Partnership Model. How Does it Work in Practice

… and lots more examples

https://littlebookofdatascience.tessella.com/

Page 9: Deploying R&D analytics at the pace of the dataagrostat2016.sfds.asso.fr/wp-content/uploads/2016/03/2.O2.pdf · The Tessella Analytics Partnership Model. How Does it Work in Practice

Closing Thoughts The data challenges

that we all

face cross industry and

domain boundaries

“”

We’ve found embedding staff with our clients to really understand their problems,

backed up by a strong pool of experts is far more successful than clients having

transactional exchanges with disconnected statisticians

The 3 key needs to succeed in data driven R&D are:

- Speed of insights- Flexible access to expert resources

- A broad range of deep skills

[email protected]