Just In Time AI

Led by Experience. Driven by Innovation.

Just In Time AI brings together decades of field service, technology, and business operations expertise. Meet the team transforming how work gets done through AI.

We're actively seeking a CEO to lead our go-to-market strategyLearn More →
100+
Years Combined Experience
30+
Years Each Founder
4
Core Leaders
15+
Total Team Members
3
Industries Transformed

Brother Founders United by Vision

Two brothers with 60+ combined years of complementary expertise came together to solve the field service industry's biggest challenges.

Dan Stolts - Founder & Chief Innovation Officer

Dan Stolts

Founder & Chief Innovation Officer

Dan brings 30+ years of enterprise technology leadership to Just In Time AI. As a published author with Microsoft Press, serial entrepreneur, and recognized Microsoft expert, Dan has architected solutions for Fortune 500 companies worldwide. His unique combination of deep technical expertise and business acumen drives our platform development.

Expertise

Enterprise architecture & cloud platformsAI/ML implementation at scaleCybersecurity & compliance frameworksBusiness strategy & transformation

Career Highlights

  • Multiple Microsoft Press published books
  • Founded and sold multiple tech companies
  • Chief Technology Strategist roles
  • Global enterprise consulting
  • Created Microsoft training frameworks

"We're not just adding AI to existing processes - we're fundamentally reimagining how field service works. My 30 years in enterprise tech taught me what's possible. Aaron's 30 years in the field taught me what's needed."

Aaron Silkwood - Co-Founder & Chief Mechanic

Aaron Silkwood

Co-Founder & Chief Mechanic

Aaron is the field service genius behind our AI's practical brilliance. With 30+ years as a master mechanic across marine, automotive, and heavy equipment, Aaron brings unmatched understanding of how technicians actually work. His process optimization expertise and deep industry knowledge ensure our AI solves real problems, not theoretical ones.

Expertise

Field service operationsDiagnostic methodologyProcess optimizationWorkflow designTechnician training

Career Highlights

  • Master certifications across multiple industries
  • Built and scaled multiple repair businesses
  • Developed industry-standard diagnostic processes
  • Fortune 500 validation of AI platform
  • Trained hundreds of technicians

"I've spent 30 years watching technicians struggle with the same problems. I know exactly where they lose time, make mistakes, and need help. Dan built the technology to fix what I've documented for decades."

Operational Excellence Team

Experienced leaders ensuring world-class service delivery and operational efficiency.

Virginia Drapkin - Chief Financial Officer

Virginia Drapkin

Chief Financial Officer

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Virginia brings critical operational expertise from JIT Solutions IT acquisition, where she managed daily operations, client relationships, and service delivery. Her deep understanding of MSP operations and client needs ensures Just In Time AI delivers enterprise-grade service at every level. Virginia bridges the gap between our technical innovation and practical business operations.

Expertise

  • MSP operations management
  • Client relationship management
  • Service delivery optimization
  • Team coordination & development
  • Compliance documentation

Responsibilities

  • Oversees daily operations
  • Manages client success
  • Leads service delivery teams
  • Drives operational efficiency
  • Ensures quality standards

"Having run JIT Solutions IT operations, I understand exactly what businesses need from their technology partners. We're not just delivering AI - we're delivering peace of mind."

Tristan Blaisdell - Technical Service Manager

Tristan Blaisdell

Technical Service Manager

Connect on LinkedIn

Tristan leads our technical service delivery, bringing years of hands-on IT management experience from JIT Solutions IT. His unique blend of technical expertise and customer service excellence ensures our clients receive world-class support. Tristan manages our technical team and oversees all client implementations.

Expertise

  • Technical team management
  • Enterprise IT support
  • Cloud infrastructure
  • Security implementation
  • Client technical training

Responsibilities

  • Manages technical service team
  • Oversees client implementations
  • Leads technical support operations
  • Develops service procedures
  • Ensures SLA compliance

"Great technology means nothing without great service. My team ensures every client gets the support they need to succeed with our platform."

Guided by Industry Leaders

We're assembling an advisory board of industry leaders to guide our strategic growth.

Advisory Board Forming

We're actively recruiting advisors with expertise in:

Field service operations
Enterprise software
Compliance & security
Go-to-market strategy
AI/ML technology

Announcements coming soon

15+ Professionals and Growing

Beyond our leadership team, Just In Time AI employs talented professionals across multiple disciplines.

Development Team

  • Senior developers
  • AI/ML engineers
  • QA specialists
  • DevOps engineers

Service Team

  • Support specialists
  • Implementation engineers
  • Client success managers
  • Technical writers

Operations Team

  • Marketing specialists
  • Sales development
  • Financial operations
  • Administrative support

We're always looking for exceptional talent.

View Open Positions

Our Values Drive Everything

These core principles guide every decision we make and every product we build.

Practitioner-First

We build for the people doing the work, not the people buying the software.

Continuous Learning

Every day brings new insights from our users that make our platform better.

Customer Success

Our success is measured by our customers' success, period.

Innovation with Purpose

We innovate to solve real problems, not to chase trends.

Clear answers

Frequently asked questions

Who leads Just In Time AI?

Just In Time AI is led by a multidisciplinary team spanning business and technology strategy, AI and software delivery, operations, and customer execution. The company page identifies the current leadership team and roles.

Is Just In Time AI centered on one individual?

No. Just In Time AI presents consulting and delivery as team capabilities. Dan Stolts contributes experience and leadership, while the company and its work are represented by the broader team.

What experience does the Just In Time AI leadership team bring?

The leadership team combines enterprise technology strategy, software and AI delivery, operations, customer work, and company building. Project staffing is based on the capabilities a specific outcome requires.

How can I contact the Just In Time AI team?

Use the contact or AI consulting page to describe the desired result, company, timing, and current situation. That information helps the team route the request to the right person and next step.

Ready to Work with Our Team?

Whether you want to explore a partnership, discuss a project, or join our team, we'd love to hear from you.

Join Our Team