We set up the controls, security protocols, and oversight structures that let your company move fast without taking on unmanaged risk.
We address data privacy, access controls, model failure modes, audit trails, and human oversight from day one. The goal is to make your systems safe enough to scale across the whole enterprise.
What we deliver
- Risk controls. Frameworks for detecting and preventing data leaks, toxic outputs, and model drift.
- Security & access rules. Granular permissions ensuring users only see information they are authorized to view.
- Evaluation criteria. Objective quality baselines for measuring safety, accuracy, and performance over time.
- Auditability. Complete logging of system inputs, retrieved context, generated outputs, and human approvals.
- Human oversight protocols. Defined escalation paths and review standards tailored to the risk level of each task.
What this looks like in practice
Regulated Process Automation
A team operating in a strictly regulated industry needed an AI assistant to speed up document reviews without violating compliance guidelines. We designed an architecture featuring isolated data environments, strict audit logs, and required human sign-offs for high-impact decisions.
Enterprise Exposure Assessment
An executive team wanted a full picture of their security risks before expanding AI tools to hundreds of employees. We delivered a complete governance framework mapping model vulnerabilities, data lineage, and failure recovery plans, paired with a rollout schedule that minimized operational risk.