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UK4

UK4 Notice - DDAITF/008 Computer Vision Capability - Model Arena Comp

  • First published: 04 September 2026
  • Last modified: 04 September 2026
  • Version: N/A
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Contents

Summary

OCID:
ocds-h6vhtk-06f0e7
Published by:
Ministry of Defence
Authority ID:
AA76012
Publication date:
04 September 2026
Deadline date:
16 September 2026
Notice type:
UK4
Has documents:
No
Has SPD:
No
Has Carbon Reduction Plan:
N/A

Abstract

The Defence AI Model Arena is opening a new competition for suppliers developing computer vision (CV) capability relevant to UK Defence; this use case is sponsored by the Rapid AI Delivery Taskforce (Taskforce RAID). We are looking for suppliers who can demonstrate strong model performance against a military object detection use case and who are interested in working collaboratively with Defence to improve that capability using representative data and feedback from live exercise activity. The competition will use the Model Arena’s “demonstration by doing” approach: suppliers will be assessed on how their models actually perform against the use case, rather than on written proposals alone.The use case is to develop and deploy the CV – based components for autonomous drones in the land domain, operating within an AI enabled drone swarming system.This phase is focused on establishing an effective baseline for experimentation and iterative deployment. The intention is to evolve this capability and implement other sensing-specific AI domains and multiple layers of decision-making behaviour; any potential successful supplier would be a core component of an industry co-creation ecosystem. Why take part: - The Model Arena gives suppliers an opportunity to demonstrate capability directly against a real Defence requirement and receive evidence-based feedback on model performance.- For suppliers progressing to Stage 2, it also provides an opportunity to work much more closely with the Defence user community, understand the operational problem in greater depth and develop capability using increasingly representative data.- For successful suppliers selected for Stage 3, it provides the ability to rapidly develop models and demonstrate suitability for continued co-creation. - The intent is to create a level playing field for suppliers while helping Defence identify the strongest technical solutions and teams for continued development.We will hold a supplier drop-in session on:Wed 9 Sep 2026 at 13:00.Sign Up: DAIC Model Arena AI Enabled Swarming - https://forms.cloud.microsoft/pages/responsepage.aspx?id=7WB3vlNZS0iuldChbfoJ5QJeL8KOb3JCg77bbCuH5XFURDg2Q0NNTlk0SEkwOTBPNkdCS0hFT0YyWi4u&route=shorturlThe session will provide more detail on:1. The use case.2. Stage 1 dataset and evaluation approach.3. Technical submission requirements.4. The Stage 2 co-creation activity.5. Commercial; and6. Supplier questions.Suppliers considering entering the competition are strongly encouraged to attend. Please note the session will be recorded and made available on request. Indicative Key Dates:- 9 September 2026 - Supplier drop-in session- 16 September - Stage 1 begins (Suppliers MUST be registered on both the Model Arena and Commercial X dynamic Market – details on how to register are contained within this notice)- 11 October - Stage 1 Concludes - 14 October - Stage 2 begins- 30 October - Stage 2 concludes. Evaluations Begin. - Early 2027 - Stage 3

Full notice text

Scope

Procurement reference

DDAITF/008

Procurement description

The Defence AI Model Arena is opening a new competition for suppliers developing computer vision (CV) capability relevant to UK Defence; this use case is sponsored by the Rapid AI Delivery Taskforce (Taskforce RAID).

We are looking for suppliers who can demonstrate strong model performance against a military object detection use case and who are interested in working collaboratively with Defence to improve that capability using representative data and feedback from live exercise activity.

The competition will use the Model Arena’s “demonstration by doing” approach: suppliers will be assessed on how their models actually perform against the use case, rather than on written proposals alone.

The use case is to develop and deploy the CV – based components for autonomous drones in the land domain, operating within an AI enabled drone swarming system.

This phase is focused on establishing an effective baseline for experimentation and iterative deployment. The intention is to evolve this capability and implement other sensing-specific AI domains and multiple layers of decision-making behaviour; any potential successful supplier would be a core component of an industry co-creation ecosystem.

Why take part:

- The Model Arena gives suppliers an opportunity to demonstrate capability directly against a real Defence requirement and receive evidence-based feedback on model performance.

- For suppliers progressing to Stage 2, it also provides an opportunity to work much more closely with the Defence user community, understand the operational problem in greater depth and develop capability using increasingly representative data.

- For successful suppliers selected for Stage 3, it provides the ability to rapidly develop models and demonstrate suitability for continued co-creation.

- The intent is to create a level playing field for suppliers while helping Defence identify the strongest technical solutions and teams for continued development.

We will hold a supplier drop-in session on:

Wed 9 Sep 2026 at 13:00.

Sign Up: DAIC Model Arena AI Enabled Swarming -

https://forms.cloud.microsoft/pages/responsepage.aspx?id=7WB3vlNZS0iuldChbfoJ5QJeL8KOb3JCg77bbCuH5XFURDg2Q0NNTlk0SEkwOTBPNkdCS0hFT0YyWi4u&route=shorturl

The session will provide more detail on:

1. The use case.

2. Stage 1 dataset and evaluation approach.

3. Technical submission requirements.

4. The Stage 2 co-creation activity.

5. Commercial; and

6. Supplier questions.

Suppliers considering entering the competition are strongly encouraged to attend. Please note the session will be recorded and made available on request.

Indicative Key Dates:

- 9 September 2026 - Supplier drop-in session

- 16 September - Stage 1 begins (Suppliers MUST be registered on both the Model Arena and Commercial X dynamic Market – details on how to register are contained within this notice)

- 11 October - Stage 1 Concludes

- 14 October - Stage 2 begins

- 30 October - Stage 2 concludes. Evaluations Begin.

- Early 2027 - Stage 3

Main category

Services

Delivery regions

  • UK - United Kingdom

Total value (estimated, excluding VAT)

2500000 GBP to 2500000GBP

Contract dates (estimated)

04 January 2027, 00:00AM to 31 March 2027, 23:59PM

Extension end date (if all the extensions are used): 31 March 2028

Contracting authority

Ministry of Defence

Identification register:

  • GB-PPON

Address 1: MOD Main Building

Town/City: Whitehall

Postcode: SW1A 2HB

Country: United Kingdom

Website: https://www.gov.uk/government/organisations/ministry-of-defence

Public Procurement Organisation Number: PHVX-4316-ZVGZ

NUTS code: UKI32

Email: hannah.boreham100@mod.gov.uk

Organisation type: Public authority - central government

Procedure

Procedure type

Competitive flexible procedure

Is this procurement under a special regime?

Defence and security

Is the total value above threshold?

Above threshold

Lots

Divided into 1 lots

Lot number: 1

CPV classifications

  • 72231000 - Development of software for military applications
  • 72000000 - IT services: consulting, software development, Internet and support

Delivery regions

  • UK - United Kingdom

Lot value (estimated)

2500000 GBP Excluding VAT

3000000 GBP Including VAT

Contract start date (estimated)

04 January 2027, 00:00AM

Contract end date (estimated)

31 March 2027, 23:59PM

Extension end date (estimated)

31 March 2028, 23:59PM

Can the contract be extended?

Yes

Description of extensions

It is expected that completing this phase to the desired standard will result in a continued engagement into FY 27/28 to further develop and refine the model. Extension options will be included to ensure commercial viablity of this option.

Participation

Conditions

Economic

Conditions of participation

The competition will utilise the Commercial X Dynamic Marketplace and DAIC Model Arena. Details on how to onboard are as follows:

- Technical Submission. Suppliers wishing to participate should register their interest via modelarena@advai.com. Please quote “Model Arena – AI enabled Swarming” when registering.

- Dynamic Marketplace. Applications to the Dynamic Market need to be completed on the Defence Sourcing Portal.

On the home page, click ‘view DSP opportunities’ > make sure you’re in the ‘current opportunities tab’ > click the filters drop down and select ‘project info’ > in the value field type ‘commercial x’ > click search. You should be able to access the ‘PQQ’ event that we are using for the applications. When you find this event there are also downloadable documents which should provide more clarity.

To complete applications, suppliers need to have a profile completed on the Central Digital Platform so they can share their company details as part of the application process.

Further information covering data access, submission requirements, evaluation methodology, commercial arrangements and competition terms will be provided through a competition pack that is provisioned via the technical submission mechanism.

Award criteria

Weighting description

Stage 1:

- Pass/Fail Qualification

- Technical Assessment

Stage 2:

- 1 x Social Value (Scored)

- 1 x Commercial Envelope (Scored)

- 1 x Technical Envelope (Scored)

Type: quality

Name

Stage 1: Technical

Description

1. Reliability. This considers how well the application performs under normal operating conditions.

2. Robustness. This considers how well the application continues to perform when faced with edge-case conditions.

3. Latency. This considers how efficiently the application processes inputs and returns outputs.

Type: quality

Name

Stage 2:

Description

- 1 x Social Value (Scored)

- 1 x Commercial Envelope (Scored)

- 1 x Technical Envelope (Scored)

o Phase 2 will run alongside UK-based military exercise activity.

o Rather than simply submitting another model, down selected suppliers will be invited to work in a more collaborative, hackathon-style environment.

o Suppliers will receive access to a more representative dataset configured around the exercise and will be asked to train, tune, and improve their model over the course of the activity.

o Models will be evaluated against an established baseline, with feedback from the exercise used to help suppliers iterate their solutions.

o This phase will assess both what the model can do and how the supplier works.

Technical evaluation will consider:

a. Model performance against the baseline;

b. Ability to improve performance through iteration;

c. Responsiveness to exercise and user feedback;

d. Approach to collaboration and co-creation; and

e. Overall suitability for continued development against the use case

Submission

Expression of interest deadline

15 September 2026, 23:59PM

Date of award of contract

04 January 2027, 23:59PM

Submission address and any special instructions

Please refer to Technical ability conditions of participation on how to sign up to both the Model Arena and Commercial X Dynamic Market. Suppliers MUST be registered to both ahead of the start date to participate.

May tenders be submitted electronically?

No

Languages that may be used for submission

  • English

Documents

ID

conflictOfInterest

Document type

Conflict of interest

Description

Not published

Related notices

Type

framework

ID

ocds-h6vhtk-054901

Coding

Commodity categories

ID Title Parent category
72231000 Development of software for military applications Defence and security
72000000 IT services: consulting, software development, Internet and support Computer and Related 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:
N/a
Admin contact:
N/a
Technical contact:
N/a
Other contact:
N/a

Further information

Date Details
No further information has been uploaded.

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