How I work.

Surveillance done well is data infrastructure work. The Foundation engagement builds the system; Managed Surveillance keeps it tuned. Both are scoped specifically enough to be delivered consistently — which is what makes the resulting data defensible.

The monthly cycle

One cadence, sustained.

Each month follows the same cadence: EHR, lab, and pharmacy exports flow through validated cleaning recipes; submissions go out on your designated approver's sign-off; the dashboard refreshes and reconciles to what was submitted; and a recurring check-in with your DON or IP delegate closes the loop. Findings carry forward into the next cycle, and a quarterly review takes the longer look. Nothing about this is heroic — that's the point.

  1. Data pull

    Scheduled EHR, lab, and pharmacy exports.

  2. Cleaning & validation

    Deduplication, onset categorization, denominator checks.

  3. NHSN submission

    Prepared, validated, and submitted on your approval.

  4. Dashboard refresh

    Counts reconcile to what was submitted.

  5. DON / IP review

    A recurring check-in closes the loop.

  6. Quarterly trend review

    Longer look back, with leadership.

The recurring monthly cycle. Reporting itself runs on several clocks — weekly respiratory, monthly elected modules, seasonal vaccination, annual facility survey — and the calendar tracks each one.
Tooling

Reviewable by design.

CSV and XLS extracts from PointClickCare, MatrixCare, or your EHR of choice flow through lightweight Python cleaning recipes into Looker Studio or Metabase. NHSN submissions follow a documented runbook. The dashboard is built on my account and transfers to your own environment whenever you ask, at no charge — third-party hosting and license fees are yours either way. Nothing is a black box.

Pathway

Foundation, then Managed — or Foundation alone.

Most engagements start with Foundation, then transition to Managed Surveillance for facilities that want continuing support — at a tier I recommend from what I observed during the build. Some facilities run Foundation and stop there, and where they meet the self-sufficiency criteria I say so in writing and don't propose ongoing services. Where a program is already working, Managed can start without Foundation against a documented equivalent baseline. Add-Ons attach to either, and only where the baseline assessment indicated one.

See it on your data

What this would look like at your facility.

See where your reporting stands today, and what a documented monthly cycle would look like for your facility.