Jonathan Schermer
I build AI tools and platforms that people actually use.
I've spent five years leading AI, platform and data work for Fortune 500 and Fortune 10 companies. I studied industrial and operations engineering, so I start with how the work actually flows. Now I'm moving into product management full time.
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01
Find the real problem190+ legacy apps audited, one by one
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02
Shape it with users4 GenAI tools prototyped and iterated
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03
Win the decision6 platform calls taken to sign-off
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04
Drive adoption100% of Solution Managers using my tools
Team bio drafting per RFP, with a GenAI tool I built
Employees on the platform whose UX I lead
Follow-on work from one problem I spotted
A late program I helped turn around
- Fortune 10 tech
- Fortune 500 utility
- Biopharma
- Energy
- Manufacturing
- Consumer goods
- Cybersecurity
Four problems, four decisions
Eight hours of bio writing, cut to fifteen minutes
Discovery, prototyping and rollout of four GenAI tools for an SAP sales team.
Read the case →One front door for 30,000 employees
Homepage, navigation and AI assistant decisions for a new employee platform.
Read the case →A resource model that became the replan
A Python allocation engine that showed where capacity was really going.
Read the case →Spotted an overloaded system, then sold the fix
A hub-and-spoke employee data hub that took the load off the HR system.
Read the case →Launched GenAI assistants for project Q&A and onboarding on a $20M migration. The onboarding assistant replaced a dedicated role.
Narrowed 65+ design decisions to 3 foundational ones for a Fortune 10 tech company's new AI hardware business. The client formally accepted the assessment.
Led requirements discovery through contract for a testing engagement won without a formal RFP.
Migrated maintenance data for 457 renewable energy sites at 100% load accuracy, through a 200+ person cutover.
Let's talk.
If you're building AI or platform products, I'd like to hear about it.