Essays, field notes, and case studies on production-grade AI engineering for enterprise.https://www.eldridgemorgan.com/https://www.eldridgemorgan.com/insights/undefined/https://www.eldridgemorgan.com/insights/undefined/Six concrete failure modes we've seen agents die from inside enterprise environments — and the architectural fix for each.Mon, 01 Jun 2026 00:00:00 GMTEssayhttps://www.eldridgemorgan.com/insights/undefined/https://www.eldridgemorgan.com/insights/undefined/Concrete data-flow controls — consent ledger, purpose limitation, cross-border embeddings — mapped to LLM architectures Indian enterprises are actually building.Fri, 22 May 2026 00:00:00 GMTEssayhttps://www.eldridgemorgan.com/insights/undefined/https://www.eldridgemorgan.com/insights/undefined/Most enterprise AI failure is not model failure. It is compliance surface — the gap between what a model can do, what regulation permits, and what an organisation can prove.Fri, 15 May 2026 00:00:00 GMTField Notehttps://www.eldridgemorgan.com/insights/undefined/https://www.eldridgemorgan.com/insights/undefined/Architecture, guardrails, and the four weeks of evaluation before go-live at a mid-tier Indian NBFC underwriting unsecured personal and SME loans.Sun, 10 May 2026 00:00:00 GMTCase Studyhttps://www.eldridgemorgan.com/insights/undefined/https://www.eldridgemorgan.com/insights/undefined/Three production cases where dense retrieval underperformed, and the sparse-plus-rerank fallback that fixed each — written for teams who already know what BM25 is and are tired of being told embeddings are always better.Sat, 18 Apr 2026 00:00:00 GMTField Notehttps://www.eldridgemorgan.com/insights/undefined/https://www.eldridgemorgan.com/insights/undefined/A concrete log schema for prompts, retrieved context, tool calls, and human overrides — designed for RBI, SEBI, and EU AI Act dual-readiness.Sat, 28 Mar 2026 00:00:00 GMTEssay