Sovereign Agentic AI for Regulated Industries
Autonomous systems with enforced data residency, controlled execution, and audit-grade traces
Duforest is an AI research organisation dedicated to sovereign, agentic solutions.
We research. We engineer. We release.
Duforest's AI Foundry
We don’t just build software; we engineer sovereign intelligence. Our methodology is grounded in the principles of data residency, deterministic outcomes, and flexible deployment architectures. We believe that powerful AI should be accessible to as many organisations as possible, without compromising on security or sovereignty.
Sovereignty First
Wherever you operate, your data stays within the jurisdiction you specify. Leveraging Google Cloud’s sovereign- and regional-control capabilities — including region-locked storage, locality-restricted processing, and customer-managed encryption keys — we ensure that data never leaves the legal boundary you define.
Our architecture enforces strict residency, supports regulatory attestation, and provides isolation options for high-assurance environments, enabling financial and life-science institutions to meet sovereignty requirements without compromising technical performance.
Agentic Engineering
We architect autonomous systems that can decompose tasks, plan multi-step workflows and execute them under strict governance controls. Our agentic framework integrates deterministic planning layers, tool-calling protocols, and audit-grade trace pipelines, ensuring every action is explainable and policy-compliant. These agents operate within constrained execution environments, support real-time verification of intermediate states, and can be deployed in regulated domains where reliability, traceability and operational integrity are mandatory.
Model Garden
Our Foundry integrates directly with Google Cloud’s Model Garden, enabling deterministic model selection across frontier, open-source, and domain-specialised architectures. Each model is evaluated for latency, interpretability, regulatory alignment, and task performance. For workloads requiring extended reasoning, we support context windows up to 2M tokens, allowing deep document analysis, audit-grade traceability, and multi-step agentic workflows.
Flexible Deployment (Cloud or Air-Gapped)
- Sovereign Cloud: Leveraging our partnership with Google Cloud to deliver scalable, compliant solutions that satisfy most data residency requirements.
- Air-Gapped: An optional, high-security deployment capability for environments where internet connectivity is a vulnerability.
Our Ventures
Duforest incubates and spins out specialised entities. Each is a sovereign solution to a specific industry challenge, operating across multiple jurisdictions and regulatory frameworks.
RuleMedi
RuleMedi™ is an AI regulatory intelligence assistant that helps medical device organisations interpret regulations, monitor changes, and map requirements to their products, quality systems, and operations.
RuleXis
RuleXis® delivers autonomous compliance agents for Finance, managing risk appetite and ESG commitments across global markets.
Fyn
Fyn is a behavioural intelligence company transforming how organisations engage, support, and empower the people they serve. We design clinically grounded, AI-enabled engagement systems that drive meaningful behaviour change at scale, particularly within regulated life sciences environments.
RuleAero
RuleAero™ is an AI regulatory intelligence assistant that helps aviation organisations interpret regulations, track changes, and map requirements to their operations.
RuleWise - IP
The RuleWise® frameworks and methodolgies designed for ensuring compliance within heavily regulated sectors. Home of SEYE technology, patent pending.