What to build with Brievio.
The most-asked-about Brievio workloads, each with runnable code, recommended models and realistic monthly cost projections. Ship in a day, not a quarter.
AI customer support — Claude + Brievio for production-grade ticket automation
The fastest-ROI AI deployment in any B2C SaaS — automate ticket triage, draft 80% of responses, and escalate the rest cleanly. Production code, real cost numbers, and the compliance pitfalls that catch teams off-guard.
> cat use-caseRAG chatbot API — Claude-powered knowledge-base assistant in production
Most internal knowledge bases are dead documentation — nobody finds anything. A Claude-backed RAG chatbot turns them into a real assistant that cites sources and refuses when it doesn't know. Here's the production pattern.
> cat use-caseAI content moderation — multimodal trust & safety with Claude and Gemini
Modern moderation isn't just regex — it's nuance: sarcasm, dog whistles, brand-context misuse, image+text combinations. LLMs do this far better than rule-based systems, at a price that scales.
> cat use-caseAI code assistant — building Cursor-like tools with Claude and Gemini
Cursor, Aider, Cline, Continue.dev — they're all powered by the same handful of first-party LLMs. If you're building a coding tool (or a co-pilot inside your own dev product), here's the architecture and the cost reality.
> cat use-caseAI data extraction — structured output from PDFs, invoices, and unstructured text
The boring, valuable use case. Invoices, receipts, contracts, leads, resumes — anywhere you'd previously have built a parser, an LLM with JSON-mode does it in 30 lines, more accurately, and you can ship in a day instead of a quarter.
> cat use-case