How an AI Company Reduced API Costs by Roughly 75% Across Selected WorkloadsAI spend across selected workloads789 Labs engagedProjectedWith 789 Labs−75%M1M4M8M12Illustrative curve · Figure from the case study How an AI Company Reduced API Costs by Roughly 75% Across Selected Workloads Use case · Jul 28, 2026
Building Bastion: AI That Compounds Your Information Advantage Without Giving It AwayBastion · Private by designInside the company perimeterKnowledgeChat · docs · codeIngestionNear-real-timeRetrievalAccess-awarePrivate modelDeepSeekAnswersCited sourcesNo company data sent to external AI providers$1M+ in IP kept private$0 external AI usage fees Building Bastion: AI That Compounds Your Information Advantage Without Giving It Away Use case · May 25, 2026
Debugging the Tail: Tracking Down LLM Failures in ProductionFinding the failure in the tailOne test runPassedSimulated runsRare failures surfaceAfter the fixFailure class eliminatedIllustrative simulated customer transactions Debugging the Tail: Tracking Down LLM Failures in Production Story time · Feb 18, 2026