Bain & Company

Estimate the infrastructure gap between in RAM HNSW and NVMe DiskANN for one billion 1024-dim vectors.

Evaluate depth up scaling: duplicating middle layers to grow a model mid stream

Debug a meeting transcriber that keeps attributing sentences to the wrong speaker

Design slide deck Q&A that cites the right slide without blowing the token budget

Design a medical imaging triage assistant under real compliance constraints

Find the security flaw in how this multi-tenant RAG system enforces document permissions

Scoring RAG faithfulness with an LLM judge and no gold answers: how it works and where it goes wrong

Which measures genuinely reduce indirect prompt injection risk through a RAG corpus?

Why per agent allowed handoff targets lists are the cheap fix for ping pong loops

What create_supervisor gives you on top of raw LangGraph state machine code