—Privacy, security & governance
Intelligence with
clear boundaries.
A useful AI system needs to know what it can access, what it can do and when it must ask. We design those boundaries into the workflow from the beginning.
01 /The control surface
Make responsibility
part of the system.
Controls are scoped to the data, environment and consequences of the workflow. The goal is a system whose behavior can be understood, reviewed and operated.
Data with a defined path.
Map what enters the system, where it is processed and what is retained. Agree provider choices, hosting, redaction and retention requirements before connecting sensitive information.
Data flows · retention · provider settingsAccess with a clear purpose.
Separate identities, scope credentials and limit tool permissions to the work being performed. Define the actions an agent can take and the approvals it needs.
Identity · permissions · approval gatesPeople at the right decisions.
Identify consequential actions and uncertain outputs. Design escalation, review and fallback paths around the people accountable for those decisions.
Review · escalation · safe fallbacksEvidence throughout operation.
Evaluate the behavior you expect, record the events you need and monitor for failures. Plan incident ownership and the changes that require a fresh review.
Evaluation · monitoring · change control02 /From principle to evidence
A control is only useful
if you can inspect it.
Before the build
Document the use case, data flows, risk boundaries and owners. Agree deployment requirements and the acceptance criteria that matter to your organization.
Scope and architecture reviewBefore release
Review access, evaluation results, failure handling and human approval paths. Record the limits, open issues and operating procedures.
Release evidence and runbooksDuring operation
Monitor agreed signals, review incidents and reassess material changes. Keep responsibility for escalation and ongoing evaluation explicit.
Monitoring and improvement03 /Your environment sets the requirements
The right questions.
Before the first connection.
Security, privacy and procurement requirements differ by organization. We work with your stakeholders to establish the applicable controls and evidence for the engagement.
Where may the data go?
Clarify permitted providers, regions, hosting models and access boundaries. Any training, retention or residency commitment must match the actual configuration and agreed provider terms.
Who needs to approve?
Identify your security, privacy, legal and operational reviewers. Agree any confidentiality, data-processing and contracting requirements before exchanging restricted materials.
What needs to be demonstrated?
Define the evaluation record, architecture documentation and operational evidence your review requires. Applicable regulatory and assurance requirements belong in the agreed scope; a design pattern alone is not a certification.
—Put it into practice
Build the boundaries with the capability.
Tell us about your environment, the data involved and your review requirements. We’ll shape the architecture and controls together.
Start a conversationScoped to your project. Quotation on request.Your context. Our craft. A new connection.