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Insights & Updates

Case studies, product news, and research from the Subterra team building production AI systems.

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8 posts
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Research
Apr 8, 2026

Gemma 4 on NVIDIA GB10: Quantization Benchmarks for Local Inference

A hands-on benchmark of Gemma 4 on NVIDIA GB10 comparing 31B dense and 26B-A4B MoE variants across speed, memory, thinking mode, and practical deployment tradeoffs.

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Case Studies
Mar 25, 2026

600 Microsites Later: What Changed After Replacing PDFs

A proof-led look at how Microsites turned static document delivery into interactive, trackable web experiences at scale.

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Case Studies
Mar 25, 2026

GeoIQ Deep Dive: From Bore Logs to Searchable Subsurface Intelligence

How Subterra turned fragmented geotechnical inputs into a clearer, more searchable intelligence workflow through GeoIQ.

Case Studies
Case Studies
Mar 25, 2026

Observability Platform: Lessons from a 1,500-Device Infrastructure

What Subterra learned while building an observability platform around anomaly detection, signal interpretation, and faster response.

Case Studies
Case Studies
Mar 25, 2026

How Subterra Deploys Private AI Systems

A proof-led breakdown of how Subterra approaches private AI architecture, deployment boundaries, and governance for sensitive workflows.

Research
Research
Mar 10, 2026

Building Agentic Pipelines at Scale

A deep dive into how we architect autonomous AI agent systems for enterprise clients — from task decomposition to fault-tolerant execution.

News
News
Mar 5, 2026

Introducing Microsites: Kill the PDF

Our patent-pending platform transforms complex data and unstructured documents into interactive, visual web experiences. Here's why we built it.

Research
Research
Feb 20, 2026

AI Policy Frameworks Every Organization Needs

As AI adoption accelerates, organizations need governance frameworks that enable innovation while managing risk. Here's our approach.