Architecting Production-Grade Agentic AI: Multi-Agent Orchestration, Tool Governance, and Grounded Retrieval
A reference architecture for enterprise multi-agent systems: autonomous supervisor-worker orchestration, zero-trust tool…
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Whitepapers
Longer-form resources on enterprise technology decisions, written to support planning rather than lead capture.
Whitepapers
6 pieces
Agentic RAG: routing, query rewriting, and multi-document synthesis in enterprise knowledge bases
Naive RAG fails on complex queries requiring cross-document comparison and multi-step reasoning. Agentic retrieval introduces…
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Modern data lakehouse architecture: Apache Iceberg, Delta Lake, and unified table formats
Unified table formats bring ACID transactions, time travel, and partition evolution to cloud object storage, collapsing the…
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Synthetic data generation in regulated enterprise environments: privacy, fidelity, and governance
Differential privacy and generative synthetic data allow engineering teams to train and test models on realistic customer…
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Multi-tenant SaaS architecture decisions that are expensive to reverse
Tenant isolation, billing, configuration, data model and operations choices shape SaaS economics long before the first large…
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Build or buy: the honest version of the decision
A software company advising you to build software has an obvious conflict of interest. Here is the framework we use, including…
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