Ingestion, chunking, hybrid dense+sparse retrieval, reranking and citation-grounded generation. Fixed-price pilot: 3 weeks, your docs, measurable recall@k.
We take an existing model endpoint and cut cost per 1k tokens — batching, caching, speculative decoding, quantization. Typical result: 40–60% cheaper at equal quality, with dashboards to prove it.
Go microservices, Postgres, NATS/Kafka, Kubernetes the boring way. We build it, document runbooks, hand over the keys, and stay on call for the first quarter.