Workforce Intelligence, Delivered
Know which roles automation will reshape, when, and what to do about it
We help organizations get ahead of AI-driven workforce change with clear, role-level intelligence — not abstract strategy decks.
// THE_PROBLEM
Most organizations have no idea which roles AI will reshape next.
AI tools can theoretically automate 94% of tasks across industries — but only 33% are seeing real adoption today. That gap is closing fast, and most companies are either panicking or ignoring it. Both responses are expensive.
We close that gap with data, not guesswork.
// WHAT_WE_DO
We don't guess which roles are at risk. We score them, map the timeline, and build the playbook.
[01] Assess
AI-powered workforce resilience scoring. Every role analyzed against automation capability, observed adoption, and industry-specific factors.
[02] Advise
Strategic playbooks for workforce transition. Not generic "upskill everyone" advice — role-specific, timeline-aware action plans.
[03] Transform
Organizational readiness programs. Restructuring, reskilling roadmaps, and ongoing monitoring as AI capabilities evolve.
Powered by the WARE Framework — workforce analytics backed by real data, not consultant intuition.
// PROOF
$2.5M saved in year one
Led TaxAct's legacy modernization—automatically converting 20-year-old C++ to modern C# and React, then scaling the solution across their codebase.
$28K → $4M in 9 months
Accelerated a transportation client's business transformation through integrated product strategy, technical architecture, and executive alignment.
$5M annual operational savings
Reimagined NFL Digital Media's organizational design and product engineering strategy.
$250K partner funding secured
Guided Daylight Transport's 3-year cloud infrastructure strategy through comprehensive process mapping and stakeholder collaboration.
Zero loss of life
Led customer strategy for Stop Soldier Suicide's platform rearchitecture, enabling AI-driven signals of suicidality for clinicians serving veterans.
Powered by the WARE Framework
Workforce analytics built on O*NET structural data, LLM semantic analysis, and real-world adoption signals.
// CREDENTIALS
Experience
20+ years in enterprise technology
Federal Reserve, Booz Allen Hamilton, Pariveda Solutions, Beyondsoft/TPG, SAIC
Clients include Toyota/Lexus, NFL, OMERS, TaxAct, Daylight Transport, Stop Soldier Suicide
Impact
$35M+ in managed portfolios
$9M+ in new business won
Roles
Founder & Chief AI Officer
Board advisor, George Mason University
Need workforce intelligence at scale? We embed with leadership teams for ongoing advisory. See service tiers →
See what we're building. Visit the Lab →
// HOW_IT_WORKS
Start Free
Take the individual assessment. Get your AI resilience score in 5 minutes.
Go Deeper
Upgrade to Pro for a detailed role analysis with a personalized action plan.
Scale Up
Organizational assessments, executive advisory, and enterprise programs for teams and companies.
// WORK_WITH_ME
From individual assessments to enterprise transformation, we meet you where you are.