-
AI Search Assistants Under Data Residency: Architectures and Evidence
The data surfaces an AI search assistant creates (index, query logs, answers, connector reach), the
-
Open-Source LLM Deployment: Requirements and Real Cost Breakdown
The full requirements stack for self-hosting open-source LLMs, the cost bill including the hidden li
-
Cloud-Agnostic LLM Deployment: Architecture Principles Against Lock-In
Where lock-in accumulates in an AI stack (model access, artifacts, orchestration, telemetry), the fo
-
LLM Inference GPUs Compared: A100, H100, H200, or B200 for Production
The four current NVIDIA generations profiled for LLM inference — A100, H100, H200, B200 — on memory,
-
HIPAA Patient Scheduling AI: Controls, Consent, and Evidence
What patient scheduling AI touches (EHR slots, identity, waitlist logic), who owns each control, the
-
HIPAA-Compliant AI Tools for Healthcare: Categories and Evaluation
The category map of HIPAA-relevant AI tools — clinical documentation, communication, meeting assista
-
Batch vs Real-Time LLM Inference: Cost, Latency, and Fit
Batch and real-time LLM inference sell different contracts: scheduled large-set processing versus in
-
LLM Deployment Best Practices: An Enterprise Stage-by-Stage Checklist
LLM deployment best practices organized by stage: prerequisites, serving and security practices that
-
GPU Rental vs Owning: Cost, Commitment, and When to Buy
The GPU rent-versus-own decision: the utilization threshold where the math flips, the full bill on b
-
Model Deployment Strategies Compared: Canary, Blue-Green, Shadow, Rolling
Canary, blue-green, shadow, and rolling model deployments compared on blast radius, rollback speed,