AI GxP validation for regulated life sciences
Study Intelligence · CROs, labs and biorepositories

Reconcile every vendor's data without the spreadsheet.

Match manifests, inventories, visit data and results across CROs, central and specialty labs and biorepositories, and send discrepancies back with the evidence.

Study Intelligence: Vendor and Lab Reconciliation
Answers with sourcesEvery record cited
Human reviewBefore anything is approved
In short

Vendor and lab reconciliation matches each vendor's manifests, inventories, visit data and results against one another, produces a discrepancy list per vendor with the evidence attached, and keeps the history of each query and its resolution, replacing the spreadsheet reconciliations most sponsors run by hand.

The problem

Reconciliation by spreadsheet

Reconciliation is one of the most time-consuming tasks in sample management, and it is usually done in spreadsheets that are rebuilt for every data transfer.

How Study Intelligence handles it

Discrepancies with their evidence

Each discrepancy shows the conflicting values from each source. A study agent can draft the query to the vendor, and the response is recorded against the discrepancy.

Deliverables

What you get

Reconciliation on every data transfer, not once a quarter
Discrepancy lists per vendor
Queries and resolutions on record
Cleaner data at database lock
Summary

What Vendor and Lab Reconciliation delivers

Vendor and Lab Reconciliation is part of the Study Intelligence platform — an AI-native, study intelligence system built for regulated Life Sciences. See how it fits with Sample Intelligence, Biomarker Data Intelligence, Study Operations Intelligence.

sample reconciliationvendor data reconciliationCRO oversightcentral lab reconciliation
  • Manifest-to-receipt matching
  • Inventory versus visit reconciliation
  • Discrepancy lists for each vendor
  • History of every query and resolution
FAQ

Common questions

Prefer to talk first? Chat with us on WhatsApp or book a call with an expert.

How often does reconciliation run?

Whenever new data arrives from a vendor, so discrepancies are raised close to the event.

See vendor and lab reconciliation on your own data.

Bring a study's sample manifest or vendor data. We show you the reconciled view and the questions it answers.

  • We reply within one business day
  • We walk through a study like yours
  • You see answers with their sources

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