Instrument.See.Ship.

Clear telemetry, pragmatic AI, and calm product leadership—part-time.

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Messy data slows shipping.

  • •KPIs you don't trust.
  • •Events that lie—or don't exist.
  • •AI ideas with no metric.

Make the next move obvious.

  • •KPI tree you agree on.
  • •Events that ship with features (and pass QA).
  • •AI only where it pays for itself.

Services

Fixed-scope engagements with clear outcomes and timelines

$2.5k–$4.5k

Signals Diagnostic

10 business days
  • KPI tree
  • Event schema v1
  • Gap list & 90-day plan
Book Diagnostic
$6k–$18k

Spine Build Sprint

2–4 weeks
  • Reliable events
  • Starter models/tests
  • Dashboards & runbook
Request Scope
$5k–$12k

Applied AI Pilot

2–3 weeks
  • One AI feature that moves a KPI
  • Eval rubric (quality/latency/cost)
Discuss Pilot
Fractional Steward— 6/12/20 hrs per month from$1.2k/mo

Proof

Real results from real engagements

Fintech Advisory

Unified messy portfolio data; replaced manual processes with intelligent recommendations

Transformed a manual Excel process into an automated, data-driven workflow

Significant
Reduction in operational time and effort
Real Estate SaaS

Launched product analytics program end-to-end

Built event tracking infrastructure, designed data warehouses and flows, partnered with PM's to move what matters

35% Reduction
In 30 Day Churn
Rapidly Growing EdTech

Scaling product analytics program from start-up to enterprise scale

Expanding event schema to fit changing business needs; creating sources of truth for exec reporting and AI pilots; establishing governance and ownership guidelines

Meeting Demands
Of Rapidly Growing Teams & Product
View All Case Studies

How I Work

A clear, repeatable process that ships results

Step 1

Interview & Align

Align on KPIs, goals, and flows.

Step 2

Instrument

Events with names that mean the same thing to everyone and measure what matters.

Step 3

Ship

Dashboards, models, and metrics that hold up in exec rooms

Step 4

Steward

Keep signal quality high; plan the next move

Learn More About My Process