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New Simulation Capability Boosts UK Military Advantage

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Summary

The Accelerated Capability Environment (ACE) developed two complementary simulation tools—NEMESIS and ARCUS—for the Ministry of Defence (MoD) to enhance rapid tactical decision-making. NEMESIS, built by Applied Data Science Partners, is an adversarial reinforcement-learning simulation for missile defence with complex physics models. ARCUS, built by a consortium of Skyral, Frazer-Nash Consultancy and Principle One, is an agent-based simulation laboratory with visualisation and analytics for operational planning. Both tools were delivered in nine months using Agile methods with smaller innovative suppliers, compared to traditional multi-year procurement timelines.

Published by ACE on gov.uk . Detected, standardized, and enriched by GovPing. Review our methodology and editorial standards .

What changed

ACE delivered two medium-fidelity simulation tools—NEMESIS and ARCUS—that address the gap between slow, resource-intensive high-fidelity tools and insufficiently detailed low-fidelity alternatives. NEMESIS provides adversarial reinforcement-learning simulation with complex physics for missile defence; ARCUS offers agent-based visualisation and analytics for real-time scenario exploration. Both were developed in nine months versus traditional multi-year procurement timelines.

Affected parties include the MoD and smaller technology companies seeking to engage in UK defence procurement. The case study demonstrates a new Agile delivery model that could influence future defence procurement processes, offering a template for faster, more flexible capability development using SME innovation rather than traditional large-supplier approaches.

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Apr 17, 2026

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Case study

New simulation capability boosts UK military advantage

ACE developed two complementary modelling tools that bolster the Ministry of Defence's rapid tactical decision-making abilities, balancing speed and complexity.

From: Accelerated Capability Environment Published 13 January 2026

Impact: Faster scenario testing and improved decision confidence for the Ministry of Defence that will enhance mission impact by directly influencing field performance.

Modelling and simulations that stress-test military readiness and potential hostile scenarios are a critical part of providing an effective deterrent, ensuring UK military advantage.

Being able to quickly and accurately model deployment options is crucial for rapid tactical decision-making, but the Ministry of Defence (MoD) found a gap in its simulation arsenal.

An existing high-fidelity tool was too slow and resource-intensive for scenarios involving thousands of objects, but the low-fidelity version lacked sufficient detail for optimising capability planning and risk assessment.

A new model at pace

Enter the Accelerated Capability Environment (ACE). Traditionally, procurement in this area is slow and expensive, using large suppliers and rigid methods. This project broke that mould, bringing in smaller, innovative tech companies and using Agile delivery at pace through the ACE team for the first time.

To maximise collaboration, two supplier teams exploring different approaches ran in parallel using reinforcement learning. This sparked innovation by sharing learning as a step to producing medium fidelity tools that balance speed and complexity.

Ultimately, two complementary tools - NEMESIS and ARCUS - were developed within nine months – a process that would traditionally have taken years.

NEMESIS, a simulation and modelling environment for missile defence scenarios developed by Applied Data Science Partners (ADSP), was developed beyond a minimum viable product as an adversarial reinforcement-learning simulation with complex physics models, configurable or self-learned C2 and a fully interactive and multi-layered user interface, all designed in partnership with the end-users

ARCUS, meanwhile, was developed by a consortium of Skyral, Frazer-Nash Consultancy and Principle One. This agent-based simulation laboratory provides a visualisation and analytics layer for operational planning and enables real-time scenario exploration. It also features improved user experience for analysts and decision-makers, reducing complexity in interpreting simulation data

Collaborating to succeed

Collaboration was at the heart of delivery of both tools. Teams shared progress through in-person, end-of-sprint presentations, giving each other visibility and prompting fresh ideas. Regular user engagement sessions ensured feedback was built in early and often, keeping solutions tightly aligned with customer needs.

This approach has been a showcase for Agile in defence — delivering high value for money, faster results and far greater flexibility than traditional methods.

One supplier team has already been extended through to the end of the financial year for further iteration, and the MoD has been delighted with process and outcomes so far.

With strong collaboration, innovation from SMEs and empowered customer involvement, this project is setting a new benchmark for delivery in defence.

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Last updated

Classification

Agency
ACE
Published
January 13th, 2026
Instrument
Notice
Legal weight
Non-binding
Stage
Final
Change scope
Minor

Who this affects

Applies to
Government agencies
Industry sector
3364 Aerospace & Defense
Activity scope
Defence simulation tools Modelling and simulation Agile defence procurement
Geographic scope
United Kingdom GB

Taxonomy

Primary area
Government Contracting
Operational domain
Government Contracting
Topics
Defense & National Security Artificial Intelligence

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