// 01Sectors
Where I work

Sectors I serve

Your industry operates differently. Your systems should too.

Domain expertise across construction, operations, enterprise, and security. I design systems that reflect how your industry actually works, not a generic template that never quite fits.

01 · Construction & Trades 02 · Operations & Mid-Market 03 · Enterprise 04 · Security & Compliance
[ 01 ]

Construction & Trades

Unique challenges

Manual processes, compliance complexity, equipment tracking, crew scheduling, and field-vs-office data gaps.

See the case studies →
Proof in this sector
$53K+ saved via equipment compliance automation
1,600+ hours eliminated through time-off automation
+30% booking conversion through automation
$1M+ cumulative recurring ROI
Problems I solve

Equipment inspection tracking across divisions with GC/CDOT compliance.

Workforce time-off automation that eliminates manual HR effort.

Automated booking and quoting that reduces manual dependency.

Lead-response automation that improves deal-closure rates.

[ 02 ]

Operations & Mid-Market

Unique challenges

Scaling beyond one person, fragmented systems, ownership gaps, and adoption struggles as complexity grows.

Explore advisory →
Proof in this sector
19,000+ manual hours eliminated annually
30-day close compressed to 1 day
800+ hires/year onboarded at 100% compliance
$1M+ recurring ROI across initiatives
Problems I solve

Replacing manual processes with reliable, documented workflows.

Building financial visibility for fast decision-making.

Designing systems teams actually trust and use.

Scaling automation without breaking when people leave.

[ 03 ]

Enterprise & Corporate

Unique challenges

Multi-division alignment, governance at scale, executive decision confidence, and AI governance without friction.

Explore advisory →
Proof in this sector
AI governance framework scaling enterprise-wide
6+ years leading multi-division data strategy
Board-level governance & risk perspective
$1M+ recurring ROI across divisions
Problems I solve

Enterprise-wide AI governance frameworks that enable, not restrict.

Building trust in data systems across divisions.

Establishing clear ownership and accountability structures.

Strategic data architecture that supports growth.

[ 04 ]

Security & Compliance

Unique challenges

Well-designed programs fail at adoption, controls exist but leadership doubts, and teams don't use the systems.

See speaking topics →
Proof in this sector
SnowFROC 2026 speaker on adoption-driven security
"From Controls to Confidence" framework
Governance designed for active use, not resistance
Problems I solve

Why security programs are technically sound but struggle at adoption.

Designing governance that teams actively use, not resist.

Building confidence in security signals and metrics.

Change management for compliance-driven initiatives.

Don't see your sector?

The frameworks travel.

Adoption, governance, and ROI challenges look similar across industries. If your organization is navigating data, automation, or AI at scale, let's talk.

Book a free intro call Or send a message →
// Newsletter

Notes on data, automation & AI systems

Practical essays on building systems leaders actually trust, delivered straight to your inbox.