Contact starts with a short written intake.

The starting point is a short intake form: you describe the data problem, I tell you whether it’s a fit and what a scoped engagement looks like. No call required. If you have a specific dataset, system, or program rule in mind, mention it; it helps me come prepared.

Common Starting Points

Chargebacks and deductions

You know the fines are adding up, but you can’t trace them to a root cause. A product data audit maps every chargeback to the field that triggered it and puts a dollar figure on each one.

Trade spend that doesn’t reconcile

Promotions funded twice, deducted but never run, or billed above the agreed rate. A trade spend forensic matches the plan to the deductions to the settlements.

A retail launch on the horizon

The retailer deal projects revenue, but the model doesn’t show the cash trough. A readiness assessment scores your preparedness across eight dimensions before you sign.

Data quality you can’t get ahead of

Item setup errors keep coming back, submissions get kicked, and the team has stopped trusting the numbers. A validation pipeline build puts automated checks between your data and the systems that depend on it.

Campaign numbers that don’t agree

The ad platform, your web analytics, and your order data each report a different count for the same campaign. A campaign data audit reconciles the three, shows which number survives, and prices each campaign per outcome.

Rebate payouts you can’t tie back to the rules

The claims were paid, but you can’t show that each one met the program’s rules. A payout check re-derives every payout from the written rules and lists each exception with the rule it breaks and its dollars.

If your situation doesn’t fit one of these, describe it in the form below. A specific number that doesn’t look right is a good place to start.

What to Expect

  • I’ll respond within one business day
  • I’ll review what you sent and reply with whether it’s a fit
  • If it’s a fit, I’ll send a scoped proposal within a week
  • Everything by email, no calls.

Connect

Send a Message

Tell me about the data problem, the system, or the decision you’re trying to make. About a minute; I’ll get back to you within one business day.

Form not loading? Open it in a new tab.

Private, expiring upload, never email. Mutual NDA before anything moves. Files destroyed within 30 days of delivery, with a certificate. Methods published, tools open source.