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HR Data Bridge

Analytics-ready HR data, without the DIY pipeline

Aquera HR Data Bridge pulls the full workforce dataset from your HCM system over its native APIs and lands it as a normalized, analytics-ready schema in your own database or data lake. No manual CSV exports, no write-back to the source, self-service configuration, operational in under an hour.

Trusted by 1,500+ Organizations Worldwide

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What It Delivers

The full workforce dataset, analytics-ready from day one

<1 hour
self-service deployment, operational from day one, no engineering project
Full model
every entity and relationship your HCM exposes, not a headline-fields sample
Read-only
never writes back to your HCM, least-privilege landing zone you control
The Gap

Solving the four barriers to HR data

Workforce data is locked in the HCM that creates it. DIY connectors land only headline fields, raw dumps leave modeling to your team, API breakage is your problem to fix forever, and engineering costs grow unpredictably.

Without a managed bridge
The depth problem. DIY endpoints and generic connectors capture headline fields only, never the full object model.
The modeling problem. Raw dumps leave schema design, keys, and data-quality testing entirely to your team.
The maintenance problem. Source API changes, rate limits, and breakage become a permanent hidden engineering tax.
With HR Data Bridge
The full object model. Every entity, relationship, and custom field your HCM exposes, extracted over native APIs.
Modeling is automatic. Normalized schema with surrogate keys, effective dating, and built-in data-quality tests, no DBA tickets.
Maintenance is Aquera's. Aquera owns API changes, rate limits, and pipeline health end to end, 24/7 monitoring included.
Go Deeper

HR Data Bridge Solution Brief

Extraction depth, landing options, schema model, security controls, and the full comparison, learn more now.

Download the datasheet
How It Works

From locked HCM data to landed, analytics-ready tables

Aquera pulls every entity and relationship from your HCM, normalizes it into a trustworthy schema with surrogate keys and effective dating, and lands it in your own database or warehouse, with auto schema evolution and 24/7 managed operations.

1 EXTRACT

Pull the full object model from your HCM

HR Data Bridge reads workers, payroll, time, attendance, and benefits from the HCM over its native APIs, every entity and relationship, not a headline-fields sample.

  • Complete dataset. Core HR, payroll, time & attendance, and benefits.
  • Custom fields included. Every field in every selected object is point-and-click selectable.
  • API Event Feed. Source events auto-detected; landed data updated continuously.
2 MODEL

Land a normalized, analytics-ready schema

Third Normal Form tables with surrogate keys, a universal worker spine, and built-in data-quality tests, created and evolved automatically, no DBA tickets.

  • Auto schema evolution. Bidirectional ALTER TABLE when source columns change.
  • SCD 0 · 1 · 2. Overwrite or audit-grade historical append, no custom SQL.
  • Multi-target write. One source read lands in warehouse and directory.
3 LAND

Deliver to the target you already own

Choose Direct to Database, JSON Staging, or Parquet Staging, all landing in the same governed schemas so you can switch later without changing downstream reports.

  • 7 supported targets. Snowflake, Databricks, Redshift, PostgreSQL, SQL Server, Oracle, MS Fabric.
  • Power BI included. Production dashboards included out of the box.
  • Least-privilege zone. Bridge writes only to schemas it owns, nothing else visible.
What Makes It Different

The full workforce dataset, not a sample, not a raw dump, not a DIY project

The Full Object Model

Everything your HCM exposes, every entity, relationship, and custom field, extracted over native APIs. Not the headline fields a generic connector lands.

Fully Managed Pipeline

Aquera owns API changes, rate limits, and pipeline health end to end, 24/7 monitoring with proactive detection and unlimited support tickets included.

Self-Service in Under an Hour

Configuration-driven, point-and-click deployment with no engineering project, operational from Day 1 and priced as a predictable subscription.

Let's Talk

See HR Data Bridge in Action

A 30-minute working session mapped to your HCM and downstream systems, scoped to the data you actually sync.

Request a Demo
The Shift

From DIY pipelines to a fully managed Extract & Land engine

Manual exports, DIY scripts & generic pipelines
Aquera HR Data Bridge
Months of engineering, or weeks of pipeline configuration, before the first insight
Time to value. Self-service deploy in under an hour; operational from Day 1
Only the endpoints you build; generic connectors land headline fields only
Extraction depth. The full object model, every entity and relationship the HCM exposes
Raw dumps or landed tables, modeling and testing left to your team
Data model. Normalized schema with keys, effective dating, and built-in data-quality tests
Masking and PII handling built by hand; compliance downstream
Security & PII. Least-privilege landing zone; PII masked at extraction; SOC 2 Type II
Permanent hidden engineering cost, or volume pricing that grows unpredictably
Cost profile. Predictable subscription, no hidden engineering cost
API changes, rate limits, and pipeline breakage owned by your team, forever
Managed operations. Aquera owns the pipeline end to end, 24/7 monitoring included

Frequently asked questions

What is Aquera HR Data Bridge? +

Aquera HR Data Bridge is an Extract & Land engine that pulls the full object model from an HCM system over its native APIs and lands it as an analytics-ready, normalized schema in the customer's own database, cloud data warehouse, or BI platform. There are no manual CSV exports and no write-back to the source.

What are the main benefits? +

Four things DIY pipelines and generic connectors do not: the full object model, a trustworthy model with surrogate keys and built-in data-quality tests, a fully managed service, and speed, self-service deployment in 1 hour to 1 day.

What problem does it solve? +

Business-critical workforce data is locked inside the HCM that creates it, while the questions that need it live in the analytics stack. HR Data Bridge replaces manual CSV exports and fragile DIY pipelines with automated, continuous extraction.

How does it work? +

It reads workers, payroll, time, and benefits data from the HCM over its native APIs, runs it through the Extract & Land engine, and lands it in the warehouse, SQL database, or BI platform you already own. It stays read-only on the source.

What HR data can it extract? +

The complete workforce dataset an HCM exposes: HR and worker core data, payroll (pay statements, deductions, taxes), time and attendance, and benefits (enrollments, plan catalogs, HSA/FSA accounts).

Why is moving HR data to an analytics stack so hard? +

Four reasons: depth, DIY endpoints capture headline fields only; modeling, raw dumps leave schema design to your team; maintenance, source API changes are yours to fix forever; and cost, a permanent hidden engineering tax.

Which databases and warehouses does it support? +

PostgreSQL, Microsoft SQL Server, Oracle, Snowflake, Databricks, Microsoft Fabric, and Amazon Redshift.

What landing options does it offer? +

Three: direct to the customer's database, JSON staging (a durable, replayable raw zone), and Parquet staging (columnar and compressed for lakehouse interop). All three land in the same governed schemas.

How long does it take to deploy? +

HR Data Bridge is configuration-driven and self-service: it deploys in under an hour, ranging from 1 hour to 1 day, operational from Day 1.

Does it require engineers or DBAs? +

No. Object and attribute selection is point-and-click, and auto schema evolution issues bidirectional ALTER TABLE statements when source columns change, no DBA tickets, no custom SQL.

How does it handle schema changes? +

Auto schema evolution issues bidirectional ALTER TABLE statements when source columns are added or removed, and net-new source objects create new tables automatically.

Is it safe to connect to my database? +

Yes. The Bridge connects as a dedicated, least-privilege role that writes only to the schemas it owns. PII and GDPR-sensitive fields can be excluded or masked at extraction. Aquera is SOC 2 Type II attested, ISO 27001 and ISO 27701 certified.

How does it compare to DIY scripts and generic ETL? +

DIY pipelines take months of engineering, cover only the endpoints you build, and leave a permanent maintenance tax. HR Data Bridge self-service deploys in under an hour, extracts the full object model, and is fully managed.

How do I get started? +

Getting started requires no engineering project: it is configuration-driven and self-service, deploying in under an hour. Contact sales@aquera.com or visit aquera.com.