The OcientAIQ™ Unified Data Platform brings AI directly to petabyte-scale enterprise data so agents, analysts, and applications get trusted answers without moving data across fragmented systems.

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Bring AI directly to governed enterprise data at petabyte scale

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Protect enterprise data with built-in controls for access, governance, and compliance

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Deploy OcientAIQ where you data and workloads need to run

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Continuously ingest and prepare high-volume data for AI-ready analytics

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Run complex analytics on petabytes of data with predictable performance

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Give AI richer context with structured and semi-structured data in one platform

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OcientAIQ™ Solutions deliver trusted, production-grade agentic AI outcomes described in the language of your industry, built for the scale your operations require.

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Ocient

Founded in 2016, Ocient delivers trusted agentic AI solutions through OcientAIQ™, for the organizations that can't afford to get AI wrong.

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Published June 4, 2026

Agentic AI, multi-source fusion, and the hidden strain on analytical infrastructure

At AFCEA TechNet 2026, Tony Ibanez, Senior Solutions Architect at Ocient National Security Solutions, explores one of the biggest challenges emerging in the age of agentic AI: the hidden strain autonomous agents place on analytics infrastructure. As organizations move from human-paced analytics to machine-paced decision making, a single natural language question can trigger dozens of backend queries. Tony explains how AI agents decompose problems, pursue multiple hypotheses in parallel, and dramatically amplify workload demands across data platforms.