AI cost has become a CFO-level concern as production workloads scale. Most applications overspend because they grew organically rather than being designed for cost efficiency. Here is how the optimization work actually gets done, and what the realistic savings look like.
Every company runs on documents. Invoices, contracts, KYC packets, medical records, bank statements, and the long tail of structured-looking-but-not-actually-structured documents consume operational time everywhere. LLMs finally handle document diversity natively. Here is what production-grade document AI looks like.
Voice AI finally works in production this year. Latency, voice quality, and conversational reasoning all crossed the human-acceptable threshold. The IVR era is ending. Here is how the next generation of voice AI actually gets built.
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