Process & project fit

Know what happens before the work starts.

Projects are scoped upfront, managed through written updates and scheduled reviews, and finished with a usable deliverable, documentation, and clear next steps.

Fit check

A focused model for teams with a real decision to support.

The strongest engagements have a clear owner, useful data access, and enough stakeholder availability to define the problem and review the work.

Good fit

Bring me in when…

  • Reporting exists, but definitions or numbers are not trusted.
  • Dashboards or recurring reports require too much manual work.
  • Experiments need stronger validation, interpretation, or recommendations.
  • Leadership needs clearer operational, customer, growth, or program visibility.
  • You want to test one practical AI-assisted workflow before expanding.

Probably not a fit

Another model may be better when…

  • There is no clear decision-maker or stakeholder for the work.
  • The team is unwilling to define metrics or change the reporting process.
  • The need is pure software engineering without an analytics or decision layer.
  • The project requires a large agency team, daily operations, or urgent production support.
  • Frequent business-hours workshops or same-day response are mandatory.
Engagement rhythm

Focused projects, clear milestones, useful handoff.

Your team knows what I need, what I am reviewing or building, when feedback matters, and what happens after delivery.

  1. 01

    Understand

    Clarify the decision, stakeholders, current workflow, data sources, constraints, and success criteria.

  2. 02

    Diagnose

    Review data quality, definitions, setup, reporting gaps, and the smallest useful scope.

  3. 03

    Build & analyze

    Create the dashboard, readout, reporting model, forecast, or AI workflow with a written midpoint update.

  4. 04

    Deliver & enable

    Walk through the output, refine it, document the work, and define ownership or next steps.

Typical cadence: discovery call, kickoff, focused async work, midpoint update, milestone review, final walkthrough, and optional capped monthly support.

What I need from your team

Enough access to understand the problem—and enough feedback to keep the work useful.

01

A decision owner

One person who can clarify the business question, prioritize tradeoffs, and confirm what success looks like.

02

Relevant access

Appropriate exports, dashboards, definitions, documentation, or tool access needed to understand the workflow.

03

Milestone feedback

Written input and scheduled reviews at agreed points so the output reflects how stakeholders will use it.

04

A handoff owner

Someone who can maintain, use, or sponsor the deliverable after the project closes.

FAQ

What teams usually want to know before starting.

For scope-specific questions, email the project details and I will tell you whether it fits.

Ask a question
What do you help consulting clients with?

I help teams clean up messy reporting, define KPIs, build dashboards, analyze digital behavior, validate experiments, automate analytics workflows, and build practical AI-assisted reporting or research tools.

Who is a good fit?

The best projects have a clear business owner, a real decision to support, useful data access, and stakeholders who can provide feedback at agreed milestones.

How do projects begin?

We begin with a discovery conversation and kickoff that clarify the decision, current workflow, data sources, stakeholders, scope, and success criteria.

Can we work together asynchronously?

Yes. Projects use scoped deliverables, written updates, and scheduled milestone reviews. Your team needs to provide data access, feedback, and decision-maker input at agreed points.

Do you provide same-day analytics support?

Not by default. I focus on structured audits, sprints, and capped monthly reporting support. Same-day or high-touch support would need to be agreed separately.

Next step

Think this working model fits your team?

Bring the business question, the current reporting or testing pain, and a sense of what decision needs to improve.