Advisory services for neural network governance
We help teams build, procure, and operate neural networks that meet public expectations and emerging laws. Our services translate technical risks into clear controls so that compliance becomes part of product quality, not an afterthought. Engagements are lightweight, time-boxed, and tailored to your sector.
Policy readiness audits
Our audits benchmark your current AI governance against emerging legislation and good practice. We review documentation, data governance, model lifecycle, human review, and incident handling. Findings are mapped to prioritized actions that your teams can execute within existing workflows. You receive a clear heatmap, a short action plan, and templated artifacts that close the most important gaps quickly.
- Evidence-based evaluation of risk management and testing.
- Practical templates for model cards, data inventories, and incident logs.
- Roadmap aligned with product milestones and audit cycles.
Risk classification
We classify model capabilities and deployments into clear risk levels. Criteria include potential impact on rights and safety, vulnerability to misuse, and degree of automation. For each level we define proportionate controls, from disclosure labels and simple tests to rigorous red-teaming, human oversight, and post-deployment monitoring. The result is a decision framework your teams can apply consistently across products.
Conformity frameworks
We provide modular templates for model cards, data governance, safety tests, and human-in-the-loop operations. Each template includes guidance, acceptance criteria, and examples so that teams can document consistently. We tailor these artifacts to your sector, then help you pilot them on a live system to ensure they are practical and auditable. When regulations evolve, your templates evolve with them.
- Model cards with evaluation summaries and known limits.
- Data lifecycle controls, including provenance and minimization.
- Operational checklists for release, rollback, and monitoring.
Turn compliance into momentum
Whether you are a regulator defining enforceable rules or a product team shipping responsibly, we help you build guardrails that scale. Partner with us to accelerate delivery while earning public trust.