We build production-ready agents using professional engineering: Python, LangChain, vector databases, reasoning loops, and persistent memory systems. No-code tools create simple chatbots. Lakarya agents reach MVP in 3–6 months and run on our secure, scalable infrastructure. We manage monitoring, retraining, scaling, and updates.

Operations Agent Suite Interconnected agents that ingest RFx documents, analyze requirements, compute complex pricing, apply region- specific localization (currency, taxes, regulations, language) across AMER, EMEA, and APAC, integrate with back-office systems, and generate compliant drafts with audit trails. [H3] Proposal Agent Automates RFP workflows (ingestion → research → draft). Results: 50% reduction in creation time, 70% faster processing, full EO 30 compliance. [H3] Staffing Agent Uses tensor mathematics and proprietary correlation coefficient matching (>0.9 accuracy) to assess skills, experience, and cultural fit. Delivers precise role-fit scoring and statistically significant predictions of candidate success.