Articles
Defence AI Pipeline Maturity Model: From PoC to Deployed Advantage

Marketing and Outreach Team
10 Oct 2025
6 Min Read
Mapping how UK defence is institutionalising machine learning pipelines—data, model, and decision layers.
AI in defence is shifting from isolated prototypes to accredited, repeatable pipelines. A new Defence AI Strategy emphasises data assurance, model auditability, and deployment‑at‑scale.
Data Readiness: MOD’s Data Ecosystem defines standards for FAIR datasets and lineage tracking.
Model Governance: Continuous validation via JHub Defence Innovation test harnesses.
Decision Integration: Human‑in‑the‑loop pipelines linked to Palantir Foundry, AIC GreenWave, or similar C2 fusion tools.
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Marketing and Outreach Team
AIC’s Marketing and Outreach Team builds visibility and trust across Defence and security. We deliver strategic campaigns, thought leadership, and stakeholder engagement while balancing transparency with discretion. Our mission is to position AIC as a trusted, innovative partner to the UK MoD and beyond.