Mind Foundry: Responsible AI for High-Stakes Industries

Mind Foundry is a UK-based AI platform founded by Oxford Professors Stephen Roberts and Michael Osborne, dedicated to building scientifically principled, trustworthy, and adaptive AI solutions for mission-critical applications in Defence and National Security, Infrastructure, Insurance, and Impact-driven sectors. Designed with a focus on transparency, human-AI collaboration, and continuous learning, the platform empowers organizations to develop, test, deploy, and govern AI systems with confidence. Its suite of products—Sentry (Drone Detection), Windward (Asset Condition Intelligence), Core (Model Building), and Motion (Model Governance)—enables real-world problem solving at scale, combining structured and unstructured data with advanced signal processing, edge deployment, and explainability features. The company’s commitment to "Digital Custodianship" ensures long-term asset integrity and decision accountability, while its Metalearning capabilities allow models to evolve with expert feedback and real-time data.

Key Features:

• First Principles Transparency: AI models are built with scientific rigor and explainable decision-making.
• Human-AI Collaboration: Preserves human autonomy while enhancing decision-making with AI insights.
• Continuous Metalearning: Models automatically improve over time using expert feedback and new data.
• Drone Detection (Sentry): Real-time detection, tracking, and classification of drones using acoustic signatures and multi-object correlation.
• Asset Condition Intelligence (Windward): Mobile-first tools for bridge inspections (Windward Inspect), remote asset integration (Windward Remote), and predictive maintenance (Windward Predict).
• Model Building (Core): Intuitive interfaces, data and ML pipelines, Bayesian optimisation, and guided data preparation for robust model development.
• Model Governance (Motion): Centralised model history, data provenance, fairness and bias monitoring, performance tracking, and automated retraining.
• AI at the Edge: Enables real-time processing in resource-constrained environments.
• Complex Signal Processing: Handles sonar, radar, and cyber signals with environmental noise reduction and local calibration.
• Sensor Fusion & Exogenous Data Integration: Combines diverse data sources for enhanced situational awareness.
• Explainability & Accountability: Provides feature explainability, KPI monitoring, and audit-ready governance frameworks.
• Deployment-Agnostic Architecture: Scalable across cloud, on-premise, and edge environments.
• Self-Service Pricing Formulation (Insurance): Dashboard for transparent, fair, and compliant insurance pricing.
• Fraud Detection & Investigations: Real-time fraud identification, proactive monitoring, and reduced false positives.
• Digital Custodianship: Vision for sustainable, AI-augmented infrastructure stewardship.

Pricing: Mind Foundry offers tailored solutions for enterprise clients, with pricing structured around specific use cases and deployment needs. While no public pricing tiers are listed, the platform is designed for high-stakes, large-scale implementation, suggesting a custom enterprise pricing model. The company provides a trial and consultation process to assess fit and deliver value.

Conclusion: Mind Foundry stands at the forefront of responsible AI innovation, delivering powerful, transparent, and continuously improving solutions for industries where failure is not an option. Its deep roots in Oxford research and focus on ethical, explainable AI make it a trusted partner for organizations seeking long-term, sustainable AI transformation.