Tactical AI Expertise
Applied Ingenuity LLC is a boutique AI consultancy specializing in architectural integrity and production-grade deployment. We eliminate the technical uncertainty that prevents AI demos from becoming stable, high-margin products.
Our Focus
We bypass the hype to deliver engineering-grade outcomes:
- Architecture: Implementing the TRACE framework for controlled, deterministic execution.
- Optimization: Reducing LLM costs and latency through request segmentation and structural decoupling.
- Recovery: Rescuing failed or inconsistent prototypes by identifying and fixing structural gaps.
Detailed technical analysis and research are published via the Applied Ingenuity Substack.
Led by Eric Glover
Applied Ingenuity was founded by Eric Glover in 2022 to bridge the gap between academic research and commercial production.
Experience
With over 25 years in the AI and search landscape, Eric provides the technical depth required to ship complex systems:
- Commercial Search: Built large-scale information retrieval and ranking systems.
- Intellectual Property: Inventor on 80+ issued US utility patents in AI, search, and software architecture.
- Deep Tech: Hands-on expertise spanning from Gradient Boosting and Graph Neural Networks to modern Agentic Frameworks.
Why Engage Us?
Most AI failures are architectural, not model-driven. We provide the “Fixer” mentality—identifying the reasonable path forward for your product without the unnecessary complexity or technical debt. We bring the rigor of an elite engineering lead to your executive vision.
Professional History For a details on Eric’s academic and professional history, visit LinkedIn.
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