Match an enterprise ask (industry, data stack, cloud, constraints) to a curated reference architecture pattern with components, data zones, integration notes, confidence, and diagram-ready data.

Recommend a data platform based on use case, data stack, constraints (HIPAA, PII, data residency, SSO/SAML), and latency needs — with cloud fit, reasoning, and alternatives.

Return required controls, risk flags, and human-in-the-loop triggers for an architecture based on industry, data classification (PHI, PII, regulated financial data), region, deployment model, and governance constraints.

Retrieve company brand context (name, description, tags, positioning, brand voice/style, logo URL) for a resolved domain, from Brandfetch plus logo.dev. Serves cached data when the sources are unavailable. Resolve partial company names to a domain before calling.