Private LLM Deployment
Right-sized model selection, hardware planning, secure hosting, and operational patterns for local or dedicated private-cloud inference.
Internal Knowledge Systems
Retrieval-augmented generation that lets staff query policies, SOPs, case files, customer records, manuals, and training material with access control.
AI Agent Workflows
Workflow automation for research, document review, intake, reporting, triage, and internal decision support with auditability and human review points.
Data Sovereignty Architecture
Network, storage, identity, logging, and retention designs that support privacy obligations and keep data movement understandable.
Cost Control Strategy
Capacity plans that reduce reliance on per-token cloud billing and align AI usage with predictable business costs.
Security Before Launch
Threat modeling, prompt-injection review, access boundaries, test plans, and hardening for AI-enabled systems before they reach production.