What security standards do you align with?
Our engineering practices align with ISO 27001:2022 controls across
access management, encryption, incident response, and change
management. We support Cyber Essentials readiness for UK government
contracts. We implement AES-256 encryption at rest, TLS 1.3 in
transit, and support HSM key management. For self-hosted / on-prem
deployments, certification scope focuses on development practices
while you control production data security.
How do you handle data residency and sovereignty requirements?
Self-hosted / on-prem infrastructure provides inherent data
sovereignty—your data never leaves your infrastructure. We support
self-hosted / on-premises, private cloud (AWS/Azure/GCP VPC), or
air-gapped deployments. This eliminates cross-border transfer risks
and foreign government data requests, providing complete
jurisdictional control.
Can you deploy self-hosted / on-prem or in our private cloud?
Yes — self-hosted / on-prem deployment reduces compliance scope
since you control data security. We deploy on Kubernetes with
vLLM/SGLang for model serving, integrated with your identity
provider (OIDC/SAML SSO), RBAC policies, and VPC isolation.
Air-gapped deployments supported with offline model updates.
How do you ensure AI governance and explainability?
Every model decision is logged with immutable audit trails including
input context, reasoning steps, and output rationale. We implement
human-in-the-loop escalation for high-stakes decisions, bias
monitoring pipelines, and version-controlled model deployments with
documented rollback procedures.
How do you reduce hallucinations and ensure accuracy?
We combine hybrid retrieval (dense + sparse), cross-encoder
reranking, and tool/database grounding to anchor responses in your
authoritative data. Automated evaluation suites (RAGAS faithfulness,
answer relevance) run continuously with canary deployments and
automatic rollback on quality regression.
What does a typical pilot include?
Our structured 60-90 day pilot program addresses the industry's 88%
POC failure rate: threat modelling, data audit, production workflow
implementation, evaluation harness with baseline metrics,
observability integration, and security review. Includes production
planning from day one with clear success criteria and implementation
support.
How do we get started?
Book a 30-minute discovery call. We'll discuss your use case,
compliance requirements, and technical environment. Within 3
business days, you'll receive a tailored proposal with architecture
recommendations, security considerations, and timeline.
