White papers
Architecture guides, buyer checklists and research on connecting HR systems to payroll across countries, from the team behind datascalehr.
Payroll Integration Best Practices
Ten practices from teams that connect each country’s payroll in under an hour, with a checklist for evaluating any payroll integration vendor.
Payroll Integration Architecture Compared
How iPaaS, unified APIs, custom code and a context layer differ across the four dimensions every HR-to-payroll integration must solve.
The Context Database for Global HCM: Antifragile Intelligence
A first-principles approach to AI-native enterprise HR integration, and how datascalehr’s architecture produces a context database that agents and applications build on.
Deployed AI Doesn’t Learn. We Fixed That for Payroll Data.
Dupoux, LeCun and Malik argue that deployed AI systems cannot learn from their environment. This paper explains how datascalehr learns from every confirmed payroll mapping decision in production.
The New Payroll Data Architecture
Questions and answers on the Context Layer for multinationals, payroll service providers, EOR providers and consulting partners.
The Hardest Part of Pay Transparency Reporting Is Already Solved
How to get your global compensation data consolidated, normalized and audit-ready for EU pay transparency reporting.
The Global Payroll Data Problem Nobody Talks About
Why fragmented payroll systems block global workforce reporting, and why AI agents make the problem harder to ignore.
Why Your Workday Global Payroll Connect Investment Isn’t Delivering
The last mile problem in global payroll: what it takes to connect Workday Global Payroll Connect to every local payroll provider.
How to connect multiple payroll providers, HR systems and compensation data
Four ways to connect payroll, HR and compensation data, and how datascalehr does it without replacing your providers.
Finch, Merge, Kombo or datascalehr: which fits global payroll integration?
Unified HR APIs serve software companies. datascalehr connects any HR system to local payroll in 180 countries, with payroll logic built in.
Payroll control versus payroll data: Payslip, Payzaar and datascalehr
Payslip and Payzaar run the multi-country payroll process. datascalehr provides the payroll data underneath, with payroll logic built in.
Talk to us about your payroll landscape
Tell us which HR system and payroll providers you run, and datascalehr will show how the connections work on your own data.
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