Selected public work · Evidence and limitations

Case-study indexEvidence boundariesAI delivery

Case Studies

Practical AI delivery stories, shown with clear evidence boundaries.

These case studies separate what is live, what is in progress, and what remains intentionally unclaimed.

Current case studies

Each card opens a detail page with the story, evidence trail, claim boundary, and current status.

Document listeningInvited beta
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Local validation report →Test results, review decisions and what remains before launch.
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Decision intelligenceIn ProgressFLAGSHIP CASE STUDY ⭐
NBO–NRT Telco on Azure Databricks

Local composite implementation proven across 11 tables and 805 bounded rows; modeling and Azure Databricks implementation not started.

Local composite evidence only. No real Telco customer data, model, Azure Databricks, production latency, operator validity, or production-readiness claim.

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MLOps learningParked
Telco Churn MLOps Learning Use Case

A time-boxed learning and demonstration use case for a governed customer-churn retention decision-support workflow.

Sample data only. No production accuracy, causal impact, campaign uplift, or real-operator validity claim.

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AI-assisted deliveryParked
Evidence Discipline for AI-Assisted Delivery

A developing case study on turning delivery evidence, assumptions, and recovery constraints into a safe public story before an entry is treated as complete.

Not yet a completed case study or validation claim.

View parked story
AI adoption measurementBounded evidence
Company M AI Adoption Measurement Study

A bounded evidence case study on how AI adoption work becomes measurable, traceable, and claim-safe across controlled execution rounds.

Not a production, ROI, full automation, or real-world business outcome claim.

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