Metrics & KPI Architecture

Automation & Embedded AI

Solutions for Designing Smarter Ways of Working

Some teams need clarity before they scale. Others need systems that can handle complexity. The solutions below are designed to meet both needs — whether you’re untangling how work gets done or building the foundation for intelligent operations.

My role is to take the guesswork out of growth.

Intake & Routing Logic

Product & GTM Systems

SOP Development

System
Mapping

Workflow
Architecture

Operational Redesign

System 
Mapping
Workflow 
Architecture
Intake & Routing Logic
Automation & Embedded AI 
Product & GTM Systems
 Metrics & KPI Architecture
SOP Development
Operational Redesign

Consulting Engagements (Clarity-Led)

Collaborative work designed for problems that aren’t yet ready to be automated.

These engagements are designed for teams facing complexity, ambiguity, or misalignment. The goal is not quick fixes — it’s to make work legible, decisions consistent, and systems durable enough to scale.

  • Diagnostic & Clarity Mapping
    A focused engagement that reveals where work is breaking down, where judgment is inconsistent, and where leverage exists. You leave with a clear map of bottlenecks, decision points, and opportunities — not just recommendations.

  • Systems & AI Architecture
    Design of clean, durable workflows and decision logic that embeds intelligence where it actually matters. This creates the foundation for scale, automation, and repeatability without over-engineering.

  • Implementation & Operational Playbooks
    Translation of architecture into documented, executable systems your team can actually run. This includes rules, workflows, handoffs, and governance — so decisions don’t live only in people’s heads.

I'm interested in consulting

System-Led Solution (Productized)

When the problem is known — and needs to run without constant human intervention.

  • This path is for teams who already understand their challenge and want a repeatable, scalable system instead of a bespoke engagement.

  • Rather than hiring consulting time, you’re adopting a system that embeds decision logic directly into your workflows.

I'm interested in system development
See System Development In Action

Quala — Intelligent Intake & Evaluation

Quala is a productized system that captures how your organization evaluates, qualifies, and routes work — and applies that logic consistently, at scale.

It replaces generic forms, manual review, and ad-hoc judgment with a structured system informed by:

  • your rules and thresholds

  • your past decisions

  • your ICP signals

  • your routing logic

This is not off-the-shelf software.
It is your decision logic made durable.

Explore Quala