Service Architecture
Technical, governance-aligned services designed for organizations operating AI in regulated or operationally complex environments.
Governance & AI Policy Alignment
Develop enterprise AI governance frameworks aligned with NIST AI RMF, ISO 42001, and industry-specific regulations. Policy documentation, risk taxonomies, and compliance roadmaps.
Infrastructure Modernization
Assess and upgrade legacy infrastructure for AI-readiness. Cloud migration strategy, compute optimization, and secure data pipeline architecture for regulated workloads.
AI-Ops Enablement
Implement MLOps/AIOps platforms with full observability, automated model monitoring, drift detection, and rollback capabilities for production AI systems.
Shadow AI Discovery
Identify unsanctioned AI tools, unauthorized browser extensions, and ad-hoc prompt repositories across your organization. Full risk assessment and remediation plan.
Security Assessments
Comprehensive security audits of AI/ML infrastructure including prompt injection testing, data exfiltration analysis, model inversion attacks, and supply chain risk.
LLM & ML Pipeline Hardening
Secure the full AI pipeline — from training data ingestion to inference endpoints. Implement guardrails, content filtering, rate limiting, and adversarial robustness testing.
Healthcare AI Operations
HIPAA-aligned AI deployment for clinical workflows, revenue cycle management, and operational automation. Specialized in EHR integration and patient data protection.
Operational Risk Reduction
Reduce operational risk from AI adoption through structured red teaming, incident response planning, and continuous monitoring of AI system behavior in production.
Enterprise Automation
Design and deploy production-grade automation workflows that deliver consistent, auditable output. From document processing to decision support systems.