Language models can accelerate research synthesis, specification drafts, and customer-support triage — but they inherit your prompt quality and your review discipline.
Practical leverage
Summarizing structured inputs with consistent formats.
Generating test fixtures for deterministic logic.
Bootstrapping documentation from source artifacts — always human-reviewed.
Guardrails
Never outsource architectural judgment or security-sensitive decisions to probabilistic outputs. Our current delivery stance — documented in newer insights — keeps AI scoped to measured lift.