Jonathan Johnson-Swagel

AI driven leadership · ethical innovation · transformative results

About

I build and lead applied AI programs that turn high friction, language heavy workflows into governed, auditable, and widely adopted systems. Over the past year at Amazon Web Services my work returned more than 2,600 analyst hours, reduced seven figure exposure through presubmission controls, and grew self service platforms to more than 120 monthly active users with 99.9 percent reliability. This site curates essays, talks, and notes on how AI, governance, and language create durable value for teams and customers.

Proof at a glance

2,600 plus analyst hours returned in the last four quarters
120 plus monthly active users on self service within one quarter
99.9 percent on time delivery over six months with weekly executive reporting

Focus

AI systems that improve speed and accuracy under governance
Team formation through clear frameworks and repeatable practice
Operations design for agility, compliance, and scale
Responsible deployment with certifications in generative AI and ethics

Selected results

Contract automation at AWS with Bedrock and Q Business presubmission controls that blocked incomplete pricing terms; 1,500 analyst hours returned and seven figure exposure reduced, verified by DocuSign and Jira logs
Exception analysis moved into Q Business pipelines tied to Salesforce and Jira; unit analysis cost lowered and first pass approval increased with more than 120 monthly active users in one quarter
One day service level for custom requests with 99.9 percent on time delivery over six months and weekly executive reporting
Agreement Cloud at Uber integrated with Salesforce and Jira for procurement and sales; legal touchpoints cut by 30 percent and custom deal turnaround compressed by 4 business days for about 23,000 users; governed template library of 420 plus assets across 80 countries

Contact

Email: johnson.jonathana@gmail.com
LinkedIn: Connect
Essays: Browse the archive