VERIFIED TECHNICAL DOSSIERSources checked

Rachel Woods

Founder & CEO of The AI Exchange

2 Verified ArtifactsSource Checked & Attributed

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Verified Proof of Work Artifacts

2 items cataloged

Each artifact below represents an authenticated research publication, production code repository, or technical architectural framework directly authored or co-created by Rachel Woods. Every entry undergoes editorial source verification.

IMPLEMENTATION Checked Sep 22, 2026

The AI Exchange Community Library of Automated Workflows

Curated and validated hundreds of production business automation templates integrating LLMs with Zapier, Make, and Airtable for lead scoring and data extraction.

Model & Execution Context:Make.com, Zapier, Airtable, OpenAI API, Anthropic Claude.

Scope & Limitations

Connector reliability depends on third-party webhook uptime and API schema stability.

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EXPLANATION Checked Sep 22, 2026

The AI Use Case Assessment Framework: Scoping and ROI Measurement

Created the widely adopted enterprise framework for vetting generative AI ideas, scoring feasibility, calculating token and labor cost delta, and predicting time-to-value.

Model & Execution Context:AI ROI calculation, risk vs feasibility matrices, operational workflow mapping.

Scope & Limitations

Intangible productivity gains (e.g. employee creativity) are harder to capture than direct headcount hours.

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