Global payroll data is fragmented. We fix that.
datascalehr is the context layer for global HCM data. Pick the problem you’re solving — we’ll show you how it works on your data in 20 minutes.
Trusted by the world’s best payroll operators
What Problem has a Deadline?
EU Pay Transparency enforcement is June 2026. Your payroll data isn’t ready.
Your compensation data lives in 15 systems across 20 countries. The EU wants one audit-proof report. Consultants and spreadsheets won’t survive the audit. datascalehr normalizes your fragmented data into a jurisdiction-aware dataset. Live in days, not quarters.
7,000 Workday customers need GPC connectivity. The last mile is still yours.
Workday built the framework with DCOD and PECI. But connecting those interfaces to your local payroll providers across 20+ countries still takes months of custom mapping. datascalehr collapses that to hours per country. Zero IT involvement after initial API setup.
30,000 SAP on-prem customers must migrate. Each one needs new connectors.
Every SAP migration requires reconnecting to local payroll providers. Traditional approach: 4-8 weeks per country, $75-100K each. datascalehr: 2 hours per country. The AI already knows how SAP payroll data maps to 1,000+ local providers across 150+ countries.
Real-time payroll visibility, GL integration, and reconciliation. From day one.
Once your payroll data flows through the context layer, everything else becomes possible. Payroll dashboards across every country. Automated payroll-to-GL posting. Instant reconciliation that used to take your team days. All from the same normalized dataset.
ROI Calculator
What does this actually cost? Less than you think.
Most teams expect years and millions. The reality: 1 day of training, then 2 hours per country.
Assumptions
Traditional: $75–100K per country, 4–6 weeks per country (sequential), $15K/yr/country maintenance.
datascalehr: 1 day training (one-time) + 2 hours per country + IT setup (1 day for Pay Transparency).KMod™ has 1.5M+ validated mappings across 150+ countries. Predictive AI accuracy — no hallucinations.
Costs shown in the datascalehr column reflect your organization's remaining implementation effort (team time, familiarization, IT setup) — not datascalehr platform licensing. Subscription pricing is based on number of countries and connectors and is quoted separately. The savings figure represents implementation and maintenance cost avoidance before licensing.
Production Results
Benchmarked by the world’s largest payroll operators.
Independently validated. No input or oversight from datascalehr.
75%
Less migration effort
HCM system migration reduced from 12 months to 3 months in project person-days. Implementation partners deliver faster. Your team gets payroll live sooner.
2 hours
Per country to deploy
1 day of training, then 2 hours per country. Your payroll specialist uploads data, reviews AI-predicted mappings, and confirms. No IT project.
16x
Data comparison
Europe’s #1 payroll provider cut reconciliation time from 4 hours to 15 minutes per cycle.
90%
Of the work done for you
KMod does 90% of the mapping work automatically. Your payroll specialist confirms and corrects the rest. No developers. No file specs.
How It Works
One context layer connects any system to any payroll provider.
Upload a file or connect via API. KMod predicts field mappings from 1.5M validated decisions. Your payroll specialist confirms. Live in hours. The system learns from every deployment — country 10 deploys faster than country 1.
1.5M+
Validated mappings
150+
Countries
1,000+
Live connectors
100%
AI accuracy (no hallucinations)
Who we work with.
Payroll Providers
You connect MNCs to in-country payroll. You need faster implementations and self-healing connectors.
Consulting & Technology Partner
You advise or enable enterprise HR. You need embedded payroll intelligence for your clients.
Technical Deep-Dive
KMod, the Context Layer, schema-on-read, and why this couldn’t exist before AI.
What is manual payroll connectivity actually costing you?
Most teams never automate. They absorb the cost in headcount, errors, and delays. See what it looks like at your scale.
ROI Calculator
What does this actually cost? Less than you think.
Most teams expect years and millions. The reality: 1 day of training, then 2 hours per country.
Assumptions
Traditional: $75–100K per country, 4–6 weeks per country (sequential), $15K/yr/country maintenance.
datascalehr: 1 day training (one-time) + 2 hours per country + IT setup (1 day for Pay Transparency).KMod™ has 1.5M+ validated mappings across 150+ countries. Predictive AI accuracy — no hallucinations.
Costs shown in the datascalehr column reflect your organization's remaining implementation effort (team time, familiarization, IT setup) — not datascalehr platform licensing. Subscription pricing is based on number of countries and connectors and is quoted separately. The savings figure represents implementation and maintenance cost avoidance before licensing.