Revenue Integrity. Built In.
Every dollar your business generates deserves to be accurately attributed, correctly recorded, and fully auditable. We build the systems that make that happen automatically -- with no manual reconciliation required.
Every dollar earned, mathematically proven.
The Challenge
In high-volume outbound sales environments, determining who earned commission on a sale is rarely straightforward. Multiple reps touch the same accounts. Leads go cold and come back. Disputes slow down leadership and erode trust on the floor.
The Solution
We build attribution engines that analyze every customer touchpoint chronologically and determine the rightful earner of every transaction with mathematical precision. Temporal 'shield' logic grants a rep an exclusive window after meaningful contact. 'Interceptor' logic correctly breaks that shield when a new inbound signal arrives -- ensuring credit flows to whoever actually drove the result. Every attribution decision generates a step-by-step audit log with full reasoning.
What You Get
- Commission disputes resolved by evidence, not conversation
- Configurable shield windows and intercept thresholds by team or product line
- Full audit trail exportable for payroll, finance, or HR review
- Backfill processing capable of handling years of historical data without restarts
Live financial visibility, not end-of-day exports.
The Challenge
Enterprise ERPs hold the most authoritative financial data in the business -- but that authority comes at a cost. Extracting it for management modeling, compensation planning, or real-time analysis typically means manual exports that are stale the moment they land.
The Solution
We build bi-directional sync engines that surface live ERP data -- price levels, inventory status, in-transit stock, compensation figures -- into the management interfaces your team actually uses. Intelligent delta-based sync logic compares live data against cached values row by row, updating only what has changed. This keeps data current on rolling sync cycles without re-pulling entire datasets every pass.
What You Get
- Near-real-time financial visibility without manual export workflows
- Delta comparison logic that moves only changed rows, not whole datasets
- Rigid ID-based row mapping eliminates drift and 'row-jumping' errors
- Stale data protection automatically clears fields for deleted or archived records
Correct the record without breaking the audit trail.
The Challenge
Financial corrections inside an ERP -- tax rate changes, pricing adjustments, entity reallocations -- are notoriously risky. The correction is simple. The downstream cascade of unlinked payments, misapplied credits, and orphaned deposit applications is not.
The Solution
We engineer "delete-and-recreate" frameworks that manage the full lifecycle of a financial record correction. The system identifies and unlinks every dependent transaction (payments, credit memos, deposit applications), applies the correction, and relinks everything in the correct sequence -- preserving 100% audit trail integrity throughout. Corrections that previously required manual accounting intervention become automated, repeatable operations.
What You Get
- 100% audit trail integrity maintained through complex financial record operations
- Batch correction capabilities for large-scale tax or pricing adjustments
- Automated dependency mapping eliminates the risk of orphaned transactions
- Fully reversible -- every correction step is logged and recoverable
Compliance built into the order flow, not bolted on after.
The Challenge
B2B tax exemption certificates expire, require re-verification, and create compliance exposure when managed manually. An order that ships without a valid certificate isn't just a paperwork problem -- it's a liability.
The Solution
We integrate tax compliance validation directly into the order lifecycle. Certificate lookups run automatically at order processing time. The system searches for valid certificates, archives newly received ones, and "recycles" previously approved certificates for returning customers -- preventing holds through proactive verification rather than reactive remediation.
What You Get
- Near-elimination of compliance-related order holds from certificate gaps
- Automated certificate archival and retrieval for returning B2B accounts
- Real-time validation at order processing -- not at fulfillment
- Consistent compliance posture across all sales channels
Related Practice Areas
Worked problems in this area
Deep dives from our own engagements — the failure modes, the trade-offs, and what we built instead.
Revenue questions you can't answer yet?
Let's identify where your attribution, financial accuracy, or compliance gaps are and build a plan to close them.