Data Activation
Turn Processor Data Into One Operating Foundation.
Straata builds the normalized processor-to-warehouse foundation behind payout reconciliation, merchant-level P&L, forecasting, and oversight.
The Problem
Processor Output Does Not Arrive Ready To Run The Business.
When the data exists, but the business cannot run on it.
Source Condition RegisterDifferent Shapes / Different Cadences
Timing and broken mappings keep residuals, payouts, and transactions from tying.
The money does not reconcileSpreadsheets cannot sustain merchant-level P&L, forecasting, or oversight.
The operating layer stays manual
The Required Change
Normalize the source before finance, operations, or reporting depends on it.
What You Get
One Canonical Model Behind Every Operating Surface.
Every source lands in a canonical merchant, transaction, fee, settlement-period, and residual model. Validation happens before downstream use, so every report reads one consistent structure.
Normalized FoundationWarehouse Ready / Exception Aware
Model 01Merchant
Model 02Transaction
Model 03Fee
Model 04Settlement Period
Model 05Residual
01
Source inventory, access plan, and data contract
02
Agreed API, webhook, CSV, Excel, or portal ingestion
03
Merchant hierarchy and identifier mapping
04
Fee normalization, transaction linkage, and economic waterfall
05
Payout and residual reconciliation with exception handling
06
Warehouse-ready schema and exports, data dictionary, and runbook
Surface 01Payout Reconciliation
Surface 02Merchant-Level P&L
Surface 03Forecasting
Surface 04Oversight
Capability Proof / De-Identified
Normalization Capability, With The Limits Stated.
Every item below is a capability statement, not an engagement outcome. Structural marks a fact about how the market or system works, not an outcome of one engagement.
Capability RegisterDe-Identified / Honest Limits
Parsing is normalized to the penny across roughly two thousand merchant accounts.
Roughly seventy percent of per-processor parsing runs automated. The remainder is reviewed by hand, with exceptions visible rather than silently dropped.
The remainder is reviewed by hand before it enters the normalized model.
Fit Check
Source Access And An Accountable Data Owner Are Required.
For payments operations, finance, and data teams with source access and an accountable data owner. Not for teams seeking a generic warehouse, an unsupported real-time integration without discovery, or a dashboard before the sources reconcile.
Best For
Payments teams operating from processor exports, portals, and disconnected reports.
Choose This When
The data exists, but finance and operators cannot reconcile or act on it.
Boundary
The work starts with the processor sources and accountable ownership. A generic warehouse or dashboard cannot substitute for reconciled data.
What Happens Next
Decide Whether The Foundation Or The Integration Comes Next.
Book a call to determine whether Data Activation is the next step. If the pipeline needs the integration built, continue to Payments Engineering. If the need is still being diagnosed, start with the Payments Diagnostic.