Skip to main content

We've saved some files called cookies on your device. These cookies are:

  • essential for the site to work
  • to help improve our website by collecting and reporting information on how you use it

We would also like to save some cookies to help tailor communications.

BETA
You're viewing an updated version of this service - your feedback will help us to improve it.

Contract Award Notice

Technical Analysis and Comparison of Approaches to Bias Identification and Mitigation in Decision Making Algorithms

  • First published: 26 March 2020
  • Last modified: 26 March 2020
  • Version: N/A
  •  

  • This file may not be fully accessible.

  •  

Information icon

The buyer is not using this website to administer the notice.

To record your interest or obtain additional information or documents please find instructions within the Full Notice Text. (NOTE: Contract Award Notices and Prior Information Notices do not normally require a response)

Contents

Summary

OCID:
Published by:
Department for Digital, Culture, Media and Sport
Authority ID:
AA64047
Publication date:
26 March 2020
Deadline date:
-
Notice type:
Contract Award Notice
Has documents:
No
Has SPD:
No
Has Carbon Reduction Plan:
N/A

Abstract

With particular reference to approaches within financial services and recruitment, The Centre for Data Ethics and Innovation (CDEI) is commissioning a piece of research analysing, assessing and comparing the various approaches to bias mitigation as well as providing detailed technical standards which could be used to identify bias and means for mitigating bias. We will use the outputs produced through this work to develop our recommendations for Government themed around the areas of tools, data and governance which will be published in March 2020.

We will provide an initial list of tools and approaches to guide the assessment and standards development, however further work will be needed to ensure this has sufficient coverage to capture all the key approaches available.

The focus of our work in this space is financial services and recruitment. Therefore, we would expect this work to provide good coverage and analysis of tools that are explicitly aimed at these two sectors. However, we would also want tools included which had a more general applicability. Throughout the analysis, we would expect commentary on how these approaches may differ depending on the sector in which they are applied.

Drawing on the comparison and overall assessment of tools, the supplier should then provide separate detailed technical standards for analytical products or services, which are used to identify bias and means for mitigating bias. We would expect these standards to take into account the different decision-making contexts that bias may occur in, specifically in relation to financial services and recruitment.

Full notice text

Contract award notice

Results of the procurement procedure

Section I: Contracting entity

I.1) Name and addresses

Department for Digital, Culture, Media and Sport

100 Parliament Street

London

SW1A 2BQ

UK

Contact person: DCMS Commercial

Telephone: +44 2072116000

E-mail: commercial@culture.gov.uk

NUTS: UKI

Internet address(es)

Main address: www.gov.uk/dcms

Address of the buyer profile: www.gov.uk/dcms

I.4) Type of the contracting authority

Ministry or any other national or federal authority, including their regional or local subdivisions

I.5) Main activity

Recreation, culture and religion

Section II: Object

II.1) Scope of the procurement

II.1.1) Title

Technical Analysis and Comparison of Approaches to Bias Identification and Mitigation in Decision Making Algorithms

Reference number: 101579

II.1.2) Main CPV code

73210000

 

II.1.3) Type of contract

Services

II.1.4) Short description

With particular reference to approaches within financial services and recruitment, The Centre for Data Ethics and Innovation (CDEI) is commissioning a piece of research analysing, assessing and comparing the various approaches to bias mitigation as well as providing detailed technical standards which could be used to identify bias and means for mitigating bias. We will use the outputs produced through this work to develop our recommendations for Government themed around the areas of tools, data and governance which will be published in March 2020. We will provide an initial list of tools and approaches to guide the assessment and standards development, however further work will be needed to ensure this has sufficient coverage to capture all the key approaches available. The focus of our work in this space is financial services and recruitment. Therefore, we would expect this work to provide good coverage and analysis of tools that are explicitly aimed at these two sectors.

II.1.6) Information about lots

This contract is divided into lots: No

II.1.7) Total value of the procurement

Value excluding VAT: 125 000.00  GBP

II.2) Description

II.2.2) Additional CPV code(s)

73110000

II.2.3) Place of performance

NUTS code:

UKI


Main site or place of performance:

LONDON.

II.2.4) Description of the procurement

With particular reference to approaches within financial services and recruitment, The Centre for Data Ethics and Innovation (CDEI) is commissioning a piece of research analysing, assessing and comparing the various approaches to bias mitigation as well as providing detailed technical standards which could be used to identify bias and means for mitigating bias. We will use the outputs produced through this work to develop our recommendations for Government themed around the areas of tools, data and governance which will be published in March 2020.

We will provide an initial list of tools and approaches to guide the assessment and standards development, however further work will be needed to ensure this has sufficient coverage to capture all the key approaches available.

The focus of our work in this space is financial services and recruitment. Therefore, we would expect this work to provide good coverage and analysis of tools that are explicitly aimed at these two sectors. However, we would also want tools included which had a more general applicability. Throughout the analysis, we would expect commentary on how these approaches may differ depending on the sector in which they are applied.

Drawing on the comparison and overall assessment of tools, the supplier should then provide separate detailed technical standards for analytical products or services, which are used to identify bias and means for mitigating bias. We would expect these standards to take into account the different decision-making contexts that bias may occur in, specifically in relation to financial services and recruitment.

II.2.5) Award criteria

Quality criterion: Skills, expertise and capacity / Weighting: 20

Quality criterion: Methodology / Weighting: 30

Quality criterion: Data protection / Weighting: 5

Quality criterion: Understanding of the sector / Weighting: 15

Cost criterion: Pricing / Weighting: 30

II.2.11) Information about options

Options: No

II.2.13) Information about European Union funds

The procurement is related to a project and/or programme financed by European Union funds: No

Section IV: Procedure

IV.1) Description

IV.1.1) Type of procedure

Open procedure

IV.1.8) Information about Government Procurement Agreement (GPA)

The procurement is covered by the Government Procurement Agreement: Yes

IV.2) Administrative information

IV.2.1) Previous publication concerning this procedure

Notice number in the OJ S:

2019/S 188-457444

Section V: Award of contract

Contract No: 101579

A contract/lot is awarded: Yes

V.2 Award of contract

V.2.1) Date of conclusion of the contract

19/03/2020

V.2.2) Information about tenders

Number of tenders received: 4

Number of tenders received from tenderers from EU Member States: 0

Number of tenders received from tenderers from non-EU Member States: 0

Number of tenders received by electronic means: 4

The contract has been awarded to a group of economic operators: No

V.2.3) Name and address of the contractor

Faculty Science Ltd

08873131

54 Welbeck Street

London

W1G 9XS

UK

NUTS: UKI

Internet address(es)

URL: https://faculty.ai/

The contractor is an SME: Yes

V.2.4) Information on value of the contract/lot (excluding VAT)

Initial estimated total value of the contract/lot:

Total value of the contract/lot: : 125 000.00  GBP

V.2.5) Information about subcontracting

Section VI: Complementary information

VI.3) Additional information

The contracting authority considers that this contract may be suitable for economic operators that are small or medium enterprises (SMEs). However, any selection of tenderers will be based solely on the criteria set out for the procurement.

Tenders must be submitted via the Delta e-sourcing portal to be received no later than 12.00 (BST), 25 October 2019 (the deadline for receipt of tender responses). Please ensure that you allow yourself plenty of time when responding to this invite prior to the closing date and time, especially if you have been asked to upload documents.

To view this notice, please click here:

https://www.delta-esourcing.com/delta/viewNotice.html?noticeId=483737790

Go reference: GO-2020323-PRO-16225884

VI.4) Procedures for review

VI.4.1) Review body

Department of Digital, Culture, Media and Sport

100 Parliament Street

London

SW1A 2BQ

UK

Telephone: +44 2072116000

E-mail: commercial@culture.gov.uk

VI.5) Date of dispatch of this notice

23/03/2020

Coding

Commodity categories

ID Title Parent category
73210000 Research consultancy services Research and development consultancy services
73110000 Research services Research and experimental development services

Delivery locations

ID Description
100 UK - All

Alert region restrictions

The buyer has restricted the alert for this notice to suppliers based in the following regions.

ID Description
There are no alert restrictions for this notice.

About the buyer

Main contact:
commercial@culture.gov.uk
Admin contact:
N/a
Technical contact:
N/a
Other contact:
N/a

Further information

Date Details
No further information has been uploaded.

0800 222 9004

Lines are open 8:30am to 5pm Monday to Friday.

Rydym yn croesawu galwadau'n Gymraeg.

We welcome calls in Welsh.