Security
AI systems built with security in mind.
Security practices
Controls we design into every system.
Authentication
Strong identity for users, services and agents, integrated with your identity provider.
Authorisation & RBAC
Role-based access enforced at every layer, including what an agent is allowed to do.
Encryption
Data encrypted in transit and at rest, with keys managed outside application code.
Secure API design
Validated inputs, scoped tokens, rate limits and least-privilege service accounts.
Secrets management
Credentials kept in a secrets manager, never in code, prompts or client bundles.
Audit logging
Tamper-evident records of user actions, agent decisions and tool calls.
Data isolation
Tenant and permission boundaries respected in storage, retrieval and model context.
Human approval workflows
Irreversible or high-impact actions wait for an accountable person.
Prompt-injection defences
Untrusted content is treated as data, tool access is scoped and outputs are validated.
Monitoring & observability
Traces, metrics and alerts across models, agents and infrastructure.
Agent-specific risks
New capabilities, new attack surface.
01Prompt injection
Treat retrieved and user-supplied content as data, never as instructions; restrict which tools can run after reading untrusted content; validate outputs before acting.
02Excessive agency
Least-privilege tools, per-action permissions, step and cost budgets, and approval gates for irreversible actions.
03Data leakage
Permission-aware retrieval, tenant isolation, redaction of sensitive fields and careful control of what enters model context.
04Unobserved behaviour
Full traces of prompts, tool calls and decisions, with alerting on anomalies and regressions.
Compliance
Your requirements, designed in.
Every organisation has its own regulatory and contractual obligations. We capture them during discovery, covering data residency, retention, access control and auditability, and design the system to support them.
We work within your security review and procurement processes, and we're happy to walk your security team through architecture, data flows and controls in detail.
Idea → Architecture → Prototype → Production → Scale
Have an idea to build, or an agent to test?
Tell us what you're trying to build, test, automate or improve. We'll tell you honestly where we can make a real difference, and where we can't.