2026
Guided the team behind the AI-assisted traceability platform from its first milestone in January through a pilot in three businesses to adoption by a fourth, with two more planned for 2026 and two businesses scoring it 10 out of 10. Won funding for an AI defect-triage project with Ultrasound and coordinated it through its first milestone, taught 27 AI sessions to 1,000+ people and co-wrote the proposal for a shared knowledge layer for AI agents. Was named solution architect for the contextual intelligence layer in the 2027 resource model.
In numbers
- 3businesses in the pilot, 4 using it after
- ~3,000issues triaged
- 27AI sessions, 1,000+ people, 8.7/10
NPS 10 from two businesses.
What mattered most
- 01
ReqSpec analyzed 2,294 Spectra-wave requirements in under three minutes
I developed ReqSpec during Project Elevate time-writing and worked with an IGT-D customer to use it on the Spectra-wave product. It analyzed 2,294 requirements in under three minutes and received a 10/10 customer NPS. The customer estimated 18 weeks of manual effort avoided; this was an estimate, not a measured labor reduction.
- 02
Took the traceability platform from a three-business pilot to a fourth business
I conceived the AI-assisted traceability platform and guided its team through a pilot in three businesses. A fourth business adopted it after the pilot, and two more plan to adopt it in 2026.
- 03
Responsible AI usage coach to 1,000+ medical software development community in 27 sessions in 2026
I taught practical, compliant AI use in 27 sessions this year to more than 1,000 engineers, architects, managers and analysts, through Philips University, team requests and company events. A four-session series for an IGT-D engineering team drew 50, 46, 45, and 41 attendees, with satisfaction ratings from 7.21 to 8.17 out of 10.
- 04
Two businesses gave the platform a perfect 10
Two businesses scored the AI-powered verification and validation compliance work I led 10 out of 10 for NPS; the program leader called each score a bull's eye.
- 05
Delivered the first release of the AI traceability platform
I led delivery of the traceability platform's first capability, which went live on release-document data from three business teams.
What people said
“The output highly and positively impacted the project.”
By month
Also in 2026
- 3 November 2026Recognized as an Impact Maker for Project ElevateRecognition
- 6 October 2026A direct report recommends me as a mentorRecognition
- 4 October 20262026 Anytime Feedback Across Seven LocationsRecognition
- 1 October 2026Presented at Philips' first Innovation Engineering Impact ShowcaseTalk
- September 2026Supplied impact, scaling, resource and risk inputs to the 2027 contextual intelligence layer business caseProgram
- September 2026Approved enrollment beyond capacity for the final 2026 Copilot session (39 registered, 16 waitlisted)Program
- September 2026Advanced the AI design-checklist study to decision support, with experts making the final callProject
- September 2026Named solution architect for the contextual intelligence layer in the 2027 resource modelRole
- August 2026Proposed a shared knowledge layer for AI agentsProgram
- 10 July 2026Supported the defect-triage project through Milestone 1, with AI search matching failures to known issuesProject
- July 2026Taught a Microsoft 365 Copilot training sessionTalk
- July 2026Defined five PLM integration use cases, with stories and acceptance criteria, as IT's requirements baselineProject
- July 2026Built a regulatory knowledge layer proof of conceptProject
- June 2026Taught analysts to work with AI in a three-part seriesTalk
- June 2026Coordinated the defect-triage team to its first sprint demo, on live Ultrasound test dataProject
- June 2026Secured approval for his cross-domain knowledge graph proposal on the existing accelerator budgetProgram
- June 2026Coordinated AI triage of about 3,000 issuesProject
- 6 May 2026Moved defect triage from plan to first end-to-end output, with a deterministic workflow and human validationProject
- May 2026Completed the Ultrasound benefit-risk AI proof of concept and aligned the business on a broader data layerProject
- May 2026Helped kick off the funded AI defect-triage project with daily standups, a requirements package and governanceProject
- April 2026Secured round-2 AI accelerator funding (EUR 29K) for the traceability platform, tied to a joint roadmapProgram
- April 2026Took AI defect triage from proposal to funded planProgram
- April 2026Delivered the first usable traceability platform staging environment to an image-guided therapy businessProject
- April 2026Took the AI work to the company's Innovation Impact WeekTalk
- 8 March 2026Released AI test-gap detectionProject
- March 2026Got his requirements AI agent adopted as an official asset of the company AI agent platformProject
- March 2026Released AI impact assessmentProject
- March 2026Extended the traceability platform to a pilot with a new team, starting with release-wide traceabilityProject
- March 2026Shaped and submitted two AI accelerator proposals, for Ultrasound defect triage and test-case generationProgram
- 4 February 2026Taught the Philips University course on DORA and continuous value deliveryTalk
- February 2026Expanded AI courses to meet demandProgram
