Enterprise RAG & Context Architectures
Production-grade hybrid vector architectures, multi-stage retrieval, reranking pipelines, and guardrails for high-stakes enterprise LLM applications.
Services
Focused architecture and hands-on engineering for initiatives that need a clear next technical step.
Each service starts with the initiative, constraints, and current state. Public technical work is independent evidence, not client delivery or a promise of a specific outcome.
Production-grade hybrid vector architectures, multi-stage retrieval, reranking pipelines, and guardrails for high-stakes enterprise LLM applications.
Orchestrated agent networks for complex multi-step reasoning, tool execution, and state management in enterprise workflows.
Unified Lakehouse, OneLake, and Data Mesh architectures designed to eliminate silos and accelerate enterprise AI readiness.
Low-latency event processing pipelines for continuous data ingestion, real-time analytics, and event-driven AI workflows.
Strategic architecture oversight for engineering leadership. Guidance on vendor selection, RFC reviews, cost control, and AI roadmap execution.
Rapid prototyping to de-risk ambitious AI or Data initiatives. Build production-grade working prototypes before committing full budgets.
Evaluate your ongoing GenAI platform, OneLake migration, or AI agent system against a production benchmark. Receive a 72-hour gap analysis report.