Secure Data Platforms & AI Readiness
We advise on — and build — data platforms that comply with the security and privacy policies governing your sector, using privacy-enhancing technologies most consultancies only write whitepapers about. The result: an organization that is ready for AI services, safely.
Compliance as architecture, not paperwork
Security policies shouldn't be a checklist you scramble through before an audit. We embed the controls directly into your data platform's architecture, so compliance is a property of the system — and AI adoption becomes a configuration step, not a risk decision.
Privacy-enhancing technology, in production
Layered protections drawn directly from our security and privacy practice.
Differential Privacy for Statistical Queries
Formal (ε, δ)-differential privacy integrated into statistical outputs, preventing re-identification attacks while preserving analytical value.
Federated Model Training
Collaborative training that keeps raw data on-premise and shares only encrypted model updates — learning across parties without data exposure.
Synthetic Data Generation
High-fidelity, non-identifiable synthetic datasets that mirror real usage behavior — safe fuel for prototyping, vendor evaluation, and AI development.
Pre-Encoded AI Prompt Pipelines
Sensitive user data is transformed and encoded before it is ever passed into large language models — so AI services never see raw PII.
Homomorphic Encryption
Processing on data while it remains encrypted, enabling AI workloads on sensitive records without decryption.
Secure Multiparty Computation
Cryptographic protocols for joint analytics across organizations — shared insight with no party exposing its private dataset.
Auditability & AI Governance
Immutable audit trails logging AI decisions and interactions, supporting governance, records requests, and regulator inquiries.
Anomaly Detection in Agentic AI
Continuous monitoring of autonomous and agentic systems to catch anomalous behavior before it becomes an incident.
Zero-Trust AI Integration
Least-privilege access, sandboxing, prompt sanitization, and consent mechanisms for every chatbot and agent touching your platform.
A secure platform is an AI-ready platform
Every engagement is designed with the same endpoint in mind: an organization that can adopt AI services — discursive agents, predictive models, automated analytics — without a privacy incident or a compliance scramble.
Readiness Assessment
Where your data, controls, and policies stand today against where AI services need them to be.
Regulatory-Aligned Architecture
Platform designs mapped to NIST CSF 2.0, CSA STAR, CCPA/GDPR, and sector rules like the CPUC privacy decisions.
Safe AI Onboarding
Pre-encoded pipelines, sandboxes, and governance so new AI services launch inside guardrails from day one.
Get your data platform AI-ready
Start with a security & privacy readiness assessment — a clear-eyed map from your current platform to compliant, AI-ready infrastructure.