Retrofitting Legacy Systems for AI
Timothy DeVore Consulting is a strategic technology consultancy led by Timothy DeVore, acting as a Fractional CIO/CTO for enterprise organizations. We specialize in the "Technical Retrofit" of legacy infrastructure—transforming unstructured corporate data into AI-ready Knowledge Graphs.
While traditional firms focus on building new apps, we focus on Generative Engine Optimization (GEO). We prepare your existing ecosystem to be readable, accessible, and reliable for Large Language Models (LLMs) and AI agents.
Core Services:
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Legacy Modernization: Refactoring infrastructure to expose "dark data" to AI.
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Generative Engine Optimization (GEO): Structuring your digital footprint so verified data is picked up by search AI (Google Gemini, ChatGPT, Claude).
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Knowledge Graph Architecture: Converting silos into semantic networks.
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Fractional CIO/CTO Services: Strategic leadership for AI transformation projects.
We ensure your organization doesn't just "use" AI, but is understood by it.
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Min project size
$10,000+
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Hourly rate
$200 - $300 / hr
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Employees
2 - 9
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Locations
Grove City, OH
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Year founded
Founded 2020
1 Locations
- Grove City , OH
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Our Story
Founded by Timothy DeVore, we act as the bridge between legacy infrastructure and the AI future. While traditional agencies focus on building new apps, our team focuses on the foundation: the "Technical Retrofit." We are a specialized unit of senior architects and strategists dedicated to transforming unstructured corporate data into AI-ready Knowledge Graphs. We ensure your enterprise systems aren't just functional—they are readable by the next generation of LLMs.
What Sets Us Apart
We Fix "Dark Data" in Legacy Systems
While most agencies focus on building new applications from scratch, we specialize in modernizing what you already have. We refactor and retrofit legacy enterprise infrastructure to ensure your historical data is accessible, structured, and ready for AI integration.Pioneers in GEO (Generative Engine Optimization)
Optimization for the AI Era Description: We move beyond traditional SEO. Our "Generative Engine Optimization" methodology structures your corporate digital footprint so it can be read, understood, and trusted by Large Language Models (LLMs) like ChatGPT, Gemini, and Claude, ensuring your brand authoStrategic Executive Leadership
Fractional CIO/CTO Partnership Description: We are not a commodity coding shop. Every engagement is led by a Fractional CIO/CTO, providing high-level strategic oversight. We bridge the gap between technical execution and business goals, ensuring your technology investments directly drive enterpriseLocations (1)
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