08Publications
Essays on enterprise AI architecture, model latency, telemetry, and system reliability written by our engineering leadership.
Anyone can build an impressive prototype. Shipping a model that survives real enterprise loads, compliance checks, and security evaluations is a different discipline.
Most technical teams pick a side too early. We walk through the seven core questions we evaluate before choosing retrieval architectures, LoRA fine-tuning, or hybrid systems.
A candid engineering post-mortem: data pipeline orchestration, latency budgets, state-machine guardrails, and signal quality evaluations in algorithmic trading.
