Turn product work into systems.

Research, decisions, and operations that run with less manual effort.

I combine product thinking, AI, and automation to turn fragmented processes and repetitive work into systems that keep working after the engagement ends.

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SERVICES

From manual work to operating systems.

Most businesses don't need more software. They need better systems around the software they already have. I find where work is getting lost, determine what should be systematized, and build what comes next.

01 — DIAGNOSE

Find where work is getting lost.

A focused review of your product, processes, and operational workflows to identify where time, information, and decisions are being lost — and what is worth fixing.

AI-assisted process mapping Workflow analysis Automation opportunity mapping SOC 2 & regulatory requirements traced to features
Output: Prioritized findings, recommendations, and an implementation plan.
02 — DECIDE

Turn information into better product decisions.

Build an intelligence layer around your product — continuously collecting, analyzing, and connecting market, competitive, customer, and regulatory signals to what you should build next.

AI-assisted research pipelines Competitive intelligence Continuous monitoring Requirements generation AI-assisted product & design workflows
Output: Clear product direction, validated requirements, and a research system that keeps running.
03 — BUILD

Turn repeatable work into systems.

Automate the work that doesn't require constant human intervention — connecting your tools, data, and processes into workflows that move from trigger to outcome.

Automated workflows Automated pipelines API integrations Internal tools Data workflows
Output: A working system, documented and ready to operate.
HOW THE WORK RUNS

How the work runs.

The work usually starts with something that feels bespoke:

  • A request that has to be triaged manually.
  • Research that has to be repeated every week.
  • A configuration process that lives in someone's head.
  • Three systems that don't talk to each other.

The first step is finding the structure underneath it.
Then we turn that structure into a repeatable process — and automate what can be automated.

01

Understand

Map the workflow, constraints, systems, and decisions.

02

Structure

Define the rules, data, requirements, and human checkpoints.

03

Systematize

Build the workflows, pipelines, integrations, and interfaces that make it run.

04

Improve

Monitor the system, learn from the output, and refine it over time.

CAPABILITIES

The machinery behind the work.

The technology changes quickly. The objective doesn't: build systems that make the business more capable.

AI-Assisted Workflows

AI embedded into research, analysis, classification, synthesis, and product workflows.

Automated Pipelines

Multi-step workflows that move information from source to decision to action.

Continuous Intelligence

Market, competitive, customer, and regulatory signals collected and analyzed continuously.

API & Data Integration

Connect systems, data, and processes that weren't designed to work together.

Product & Design Systems

Move from research → requirements → product definition → design with modern tooling.

Compliance Mapping

SOC 2, access control, retention, and regulatory requirements traced from obligation to feature to validation.

EXAMPLES

What the work looks like.

Actual systems and artifacts designed to make work easier to run.

Automated Intake
INTAKE
↓
CLASSIFY
↓
DEDUPLICATE
↓
VALIDATE
↓
ROUTE
↓
TRACK

Requests from email, Slack, support, or other sources become structured work without someone manually sorting every item.

Continuous Product Intelligence
MARKET · COMPETITORS
USERS · REVIEWS · REGULATORY
↓
AI-ASSISTED RESEARCH
↓
RESEARCH CORPUS
↓
PRODUCT INSIGHT
↓
DECISION

Research becomes a living system rather than a report that starts aging the moment it is delivered.

Requirements Traceability
REQUIREMENT
↓
PRODUCT FEATURE
↓
DESIGN
↓
IMPLEMENTATION
↓
VALIDATION

Requirements remain connected to the product decisions and implementation they drive.