Data Reconciliation

Prove your data agrees — and know who owns it when it doesn't

Pinnova BDS reconciles the same business figures across your source and reference systems, proves they match within tolerance, and routes every break to the person accountable for it. It runs inside your firewall — on Windows or as a Linux container — across SAP HANA, Microsoft SQL Server, MySQL, PostgreSQL, Oracle, Snowflake, Databricks, DB2, SAP Business Data Cloud, and SAP BW.

The Problem

The same number, three different answers

  • The figure that drives your close or inventory position lives in an ERP, a warehouse, and a lakehouse.
  • Migrations and everyday drift pull those copies apart — quietly.
  • Generic data-quality tools test one table in place — they can't tell you whether two systems agree.
  • By the time a mismatch surfaces, it's a restated number, an audit finding, or a stock-out — owned by no one.

This is the norm: in ASUG's 2026 research among 175 SAP customer organizations, fragmented, siloed data is the #1 data-strategy pain point at every maturity level, and 61% run a hybrid data environment (17% highly centralized). Source: ASUG Research, Closing the Data Transformation Gap: How SAP Customers Are Advancing Data Strategy, AI Readiness, and Execution (2026), conducted with Microsoft and Intel.

The Pinnova Way

Reconciled, proven, and owned

  • Checksum source against reference within a defined tolerance — real mismatches, not rounding noise.
  • Drill straight down to the offending rows, exported as CSV.
  • Every break is routed to the data product's named, accountable owner.
  • Quality, volume, and performance trends show the numbers holding over time.
What it covers

Reconciliation, end to end

From two systems that should agree, to the row that doesn't, to the person who fixes it.

Any ↔ Any
Reconcile the same value across different databases
Row-level
Drill from a mismatch down to the exact offending records
Named ownership
Every data product carries a responsible and accountable owner
Within tolerance
Catch real mismatches, not rounding noise
Trends over time
Quality, volume, and runtime, run after run
100% On-Prem
Runs inside your firewall — your data never leaves it
How it works

Three steps to a number you can defend

01

Connect

Connect Pinnova BDS to your source and reference systems read-only, and let it propose the first validation rules from the two profiled schemas.

02

Reconcile & drill down

Checksum both sides within your tolerance, then drill down automatically to the rows that disagree. The drill-down walks block, subblock, and identifier, fetching only the groups that already differ, so it works on very large tables.

03

Route to the owner

Each data product has a named owner. Failures notify that person, and trends show quality over time.

One platform

Reconciliation is one discipline of the Pinnova lifecycle

It is wired to profiling, ownership, monitoring and publishing out of the box. See the whole platform, and how it runs inside your firewall in security and governance.

Why Pinnova BDS is different

Others flag an anomaly and stop. Pinnova BDS proves two systems agree — and hands the break to its owner.

Correctness and accountability in one place — the difference between a dashboard and a number you can defend.

See it reconcile your own data

Download the free tier and reconcile two systems that should agree — up to 3 data products, and no data leaves your network. Licensing counts the data products you govern; the reference systems you compare them against are free.