Turn messy client exports into structured R&D study data.
Data Wrangler ingests wage records, time tracking, project data, and more, normalizing it into a clean dataset your team can actually work with.
Export ready
Study schema · CSV & JSON
From spreadsheet chaos
to study-ready structure.
Every R&D firm faces the same messy client data problem. Data Wrangler makes it go away.
"Every client sends payroll in a different format."
Consistent schema across clients
"We spend days reconciling timesheets to projects."
Employee–project–time alignment automated
"W-2s don't match the time tracker."
Cross-source matching and deduplication
"Section G prep starts with spreadsheet archaeology."
Structured outputs mapped to study fields
"Junior staff burn out on data cleanup."
Hours back for actual analysis
Messy data in.
Structured study data out.
Three steps. Drop in what your client sends and get a normalized dataset your team can run a study on.
Drop in your client's files
Drop the exports your client sends
Ingests what your clients actually send.
Wage records, time tracking, project systems. Whatever format lands in your inbox.
Gusto, Rippling, ADP. Every format your clients use
Harvest, Toggl, Clockify, with hours mapped to projects
W-2s, W-3s, 941s
Jira, Linear, Asana
QuickBooks, NetSuite
CSV, XLSX, PDF
Built by people who have cleaned up
thousands of client exports.
Data Wrangler comes from InfoLink, with 20+ years of experience running R&D studies for software, tech, and advanced engineering firms. We built the tool we wished we had.
Ingest format-agnostic data
Start with whatever your client sends: payroll exports, wage records, time trackers, and project files, no matter the format or layout.
Process and normalize data
Next, process data into a manipulatable format, map fields, and reconcile gaps.
Export into an R&D study schema
Finish with study-ready outputs: employee wages, project allocation, and time by business component in a consistent schema your team can run with.
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Real R&D studies informing the product
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Years of R&D tax domain expertise
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Hours saved on data prep, per study
Any
Client export format, one clean output
Get early access to Data Wrangler
We're onboarding R&D tax firms and CPAs first. Join the waitlist and we'll reach out when a spot opens.