Business data integrity

The control layer for your business data.

Your ERP, point of sale, e-commerce and warehouse each hold a version of the same business. Mosaic tells you when they stop agreeing — and why.

Run your first reconciliation See how it explains a difference

Runs where your data lives · cloud, hybrid or on-premise

Find why your data doesn't match. Before it impacts your business.

What your systems run on
Oracle SQL Server PostgreSQL MySQL
Warehouses, APIs and files
Snowflake MongoDB REST API CSV & Excel
Mosaic

One definition of what should agree, run on a schedule.

1,248 agree 37 disagree
Why they disagree

Unmapped tender types “Visa” and “PayPal” on the integration interface.

  • SAYSThe tills recorded them; the interface log reports an error on all 37.
  • SAYSAll 37 errors are in 4 of 250 stores, and none has posted since 19 August.
  • NEVER“The point of sale is wrong.”

Mosaic reads whatever your systems run on, compares them against a rule you wrote once, and spends its effort on the only question worth answering: why don't they agree?

Sales, inventory, orders. Every one of them lives in more than one system.

Each number below is correct inside the system that produced it. That is what makes the disagreement so expensive to find.

Sales

Yesterday, all stores
Point of sale1,245,320
ERP1,238,910
E-commerce1,247,110
Δ 6,410 against the tills

Inventory

Units on hand
ERP12,420
Warehouse12,108
E-commerce11,982
438 units nobody can sell twice

Orders

This week
E-commerce4,892
ERP4,867
Carrier4,851
41 orders that reached nobody

Reconciles the systems you already run

What it replaces

You already have a reconciliation process. But it runs on Excel.

Nobody bought it. It accumulated — a query here, a pivot there, a person who knows which tab to trust. Mosaic is not competing with a platform. It is competing with that process.

SELECT store, SUM(net)FROM pos_salesGROUP BY store; Query 1POS
+
SELECT site_code, SUM(amount)FROM erp_postingsGROUP BY site_code; Query 2ERP
+
0 2 * * * Cron script02:00 daily
+
=VLOOKUP(A2, ERP!$A:$D, 4, FALSE) VLOOKUPby hand
What it costs you
Hours of manual work, every closeSomebody rebuilds the same comparison by hand, month after month.
It only finds what someone thought to look forA query written for last year's problem cannot see this year's.
It stops when that person doesTwo weeks of holiday is two weeks of nobody checking.
It cannot be handed overThe reasoning lives in one head and the file lives on one laptop.
The difference that matters

Anyone can tell you two numbers differ. Mosaic tells you why, how and more.

A difference you cannot act on is a ticket. Mosaic hands over the same difference with the evidence already gathered.

The investigation runs itself Store 014 · 19 Aug · 02:14
1 Is it on the interface log? Interface log · POS 1 row
2 Was it posted to the ERP? ERP postings Expected rows are 1, got 0
3 Did the interface record an error? A question
4 Read the error message Interface log · errors unmapped tender type
5 The tender type is not mapped Answered — this is the cause
6 Check the posting window ERP postings · by hour Branch not taken
1 · error found 0 · no error

You write the runbook once — the queries a good analyst would run, in the order they would run them. Every difference after that arrives with it already carried out.

Evidence, not guesses Mosaic states what the data proves and refuses to invent the rest.
SAYS37 transactions are absent from the ERP
SAYSAll 37 are in 4 of 250 stores
NEVER“The point of sale is wrong.”

A question the rest of the stack never asks.

Your pipelines can be healthy, your data valid and every system internally correct — and the business still has three answers to one question.

Data integrationConnect your systems.
Data qualityMake sure your data is clean.
Data observabilityMonitor your pipelines.
MosaicMake sure your business systems agree.
Packs

Mosaic learns how your business is wired.

A pack brings a system's vocabulary with it, so a reconciliation starts from orders, stores and stock rather than from column names. What Mosaic learns about your estate stays yours and compounds — after six months it knows the wiring nobody wrote down.

A column no comparison would catch CUST_GENDER → sales channel
RETAILWEBPARTNEROUTLET

Someone repurposed the field years ago and nobody renamed it. Mosaic reads the values, not the label — and asks you to confirm before it believes itself.

Retail Store hierarchy, POS and ERP concepts, sales and inventory semantics, and the disagreements that recur across every chain.
E-commerce Orders, refunds, variants, fulfilment and payments — including the ones that settle a day later and look missing until they do.
ERP Sales orders, deliveries, invoices, material documents, plants and company codes, mapped to what your business calls them.
Manufacturing, logistics and finance packs in progress

The same question, everywhere.

Two systems hold a version of one business fact. Mosaic does not care which industry they belong to, or whether either one is a database.

RetailPOS ↔ ERPERP ↔ warehouse
E-commerceStorefront ↔ ERPPayments ↔ orders
ManufacturingERP ↔ MESProduction ↔ stock
LogisticsTMS ↔ WMSCarrier ↔ orders
FinanceBilling ↔ ERPBank ↔ ledger
SaaSBilling ↔ databaseCRM ↔ product
Same product, different pair A price list against the tills is the same reconciliation as takings against the ledger: two systems, one set of keys, and a rule about what should match. Change the systems and the screen does not change.
A Mosaic reconciliation of a price list against the tills: six rows, two matching, three differing and one missing, with the differing prices marked.

Pick two systems that ought to agree.

Connect them, say what should match, and let Mosaic tell you what doesn't. The first answer takes an afternoon, not a project.

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No per-source pricing · no per-user tax