i2k Connect Introduces Agentic Chat Functionality to Streamline Subsurface Data Extraction from Legacy Corporate Archives

i2k Connect announces a paradigm shift in unstructured data management
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October 5, 2026, Houston, Texas

i2k Connect Inc., a leader in domain-specific artificial intelligence for the energy sector, today announced a paradigm shift in unstructured data management with the introduction of its Oil & Gas Agentic Chat™ workflow.

Designed to eliminate the costly human hours traditionally required to manually navigate corporate archives, this next-generation capability shifts the industry standard away from rigid, pre-curated “golden databases” toward accurate, just-in-time extraction of structured data.

Powered by specialized AI agents, Oil & Gas Agentic Chat workflows serve as intelligent assistants that can execute multistep geotechnical tasks across millions of unstructured documents, reports, and legacy maps. Instead of relying on error-prone transcription processes, the system reads messy historic files on demand to construct geological, geophysical, and engineering analyses, including seismic imaging, complex 3D well trajectories, stratigraphic cross-sections, and production decline curves directly from original source documentation.

i2k CEO John Boden commented, “By anchoring every extracted value to its precise document citation, the architecture enables asset teams to improve decision-making with source data validation. The i2k AI Platform technology allows operators to treat their untouched historical archives as a master record of the asset knowledge they already own.”

About i2k Connect Inc.

Based in Houston, Texas, i2k Connect Inc., provides an enterprise agentic AI platform that transforms unstructured data into trusted, high-accuracy intelligence for technical and executive teams. Leveraging deep industry expertise and advanced natural language processing, the company’s solutions empower major energy operators to reduce operational risk, accelerate technical workflows, and uncover hidden value in legacy information assets.

Media Contact

For more information, contact Cynthia Alsup, +1 832-821-0866, calsup@i2kconnect.com.