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PROCUREMENT OPPORTUNITY

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

Ministry of Defence · Tender notice on Find a Tender

Tender information last checkedLast checked 24 Sept 2026, 12:46.

Opportunity overview

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

Classification

  • CPV72000000 — IT services: consulting, software development, Internet and support
  • CPV72231000 — Development of software for military applications

Lots

  • Lot 1£2.5m

Documents and notices

Published notice details

Additional information from the published procurement release. Fields appear only when supplied by the source; check the original notice and tender documents before acting.

Scope, procedure and submissions

Id
DDAITF/008
Status
active
Procurement Method
selective
Procurement Method Details
Competitive flexible procedure
Main Procurement Category
services
Above Threshold
Yes
How to submit
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.
Expression Of Interest Deadline
15 Sept 2026, 23:59

Legal basis

Id
2023/54
Scheme
UKPGA

Procedure

Features
DDAITF/008 falls under the scope of the Procurement Act 2023 and will be run under the Commercial X dynamic market. The MOD plans to run a streamlined two-stage competitive flexible procedure and will have the following components: - Stage 1: Open Competition and Down selection (3 weeks) Prospective Candidates wishing to participate in this opportunity must submit a model for evaluation within the ‘Model Arena’ and be a member of the Commercial X Dynamic Market prior to the commencement of this phase. - This stage is open to all interested suppliers. - Suppliers will be provided with the information needed to submit a model for evaluation against a labelled dataset containing UK military-relevant objects. - Models will be evaluated consistently through the Model Arena, with suppliers ranked using a consistent technical score. - At the end of Stage 1, MOD will conduct a ‘Down Select’ of the ‘highest performing suppliers – expected to be between 5 and 8 – who will be invited to progress to Stage 2. The aim is simple: identify which solutions perform best against a relevant Defence use case before moving into a more collaborative development activity Assessment at this stage will be 100% Technical, with a Qualification envelope (including security requirements for stage 2 onwards) in addition across the following areas: 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. - Stage 2: Exercise-Aligned Hackathon (2 weeks) Candidates successful at Stage 1 will be invited to the next Stage in the procurement process. Stage 2 will be a more detailed, focussed, assessment of Suppliers' capabilities. Stage 2 will include: - 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 - Stage 3: Award (Dates TBC) Following the outcome of the competition, the MOD may seek to award a contract, or contracts, to the successful supplier or suppliers through the appropriate contracting route. Under that route, the supplier or suppliers would work collaboratively with Defence to spiral and incrementally evolve the trained model towards operational use cases through spiral development. This would involve iterative model development informed by the evolving context of the use cases, improved and increasingly representative datasets, and expert user feedback. 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, however this will be subject to contract and no commitment will be made at this stage. Please note the MOD reserves the right not to award following to outcome of this competition.

Special regime

defenceSecurity

Submission terms

Electronic Submission Policy
notAllowed

Languages

en

Expected award period

Ends
4 Jan 2027, 23:59

Lots and requirements

Entry 1
Id
1
Status
active
Has Renewal
Yes

Value

Including VAT
3,000,000
Amount
2,500,000
Currency
GBP

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)

Criteria

Criterion 1
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.
Criterion 2
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

Selection criteria

Criteria

Criterion 1
Type
technical
Description
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.

Contract period

Starts
4 Jan 2027, 00:00
Ends
31 Mar 2027, 23:59
Max Extent Date
31 Mar 2028, 23:59

Renewal

Description
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.

Items and delivery

Item 1
Id
1
Related Lot
1

Additional Classifications

Entry 1
Scheme
CPV
Id
72231000
Description
Development of software for military applications
Entry 2
Scheme
CPV
Id
72000000
Description
IT services: consulting, software development, Internet and support

Delivery locations

Entry 1
Region
UK
Country
GB
Country Name
United Kingdom

Published documents

Entry 1
Id
conflictOfInterest
Document Type
conflictOfInterest
Description
Not published
Entry 2
Id
083303-2026
Document Type
tenderNotice
Notice Type
UK4
Description
Tender notice on Find a Tender
Published
3 Sept 2026, 09:38
Format
text/html

Buyer, suppliers and contacts

Organisation 1
Name
Ministry of Defence
Id
GB-PPON-PHVX-4316-ZVGZ

Identifier

Scheme
GB-PPON
Id
PHVX-4316-ZVGZ

Address

Street Address
MOD Main Building
Locality
Whitehall
Postal Code
SW1A 2HB
Country
GB
Country Name
United Kingdom
Region
UKI32

Contact

Roles

buyer

Details

Classifications

Entry 1
Scheme
UK_CA_TYPE
Id
publicAuthorityCentralGovernment
Description
Public authority - central government

Related procurements

Entry 1
Id
framework
Scheme
ocid
Identifier
ocds-h6vhtk-054901

Relationship

framework

Recorded locations

  • Buyer location · Whitehall · UKI32 · SW1A 2HB · United Kingdom
  • Delivery location · UK · United Kingdom

Notice and amendment history

1 published notice version reviewed by ProcuraAxis.

1 VERSION
  1. 083303-2026Tender notice on Find a Tender ·