Case studies
These are selected implementations. Details are generalized where required.
RETAIL
What was happening.
POS, channel, and finance reports did not agree. Each close required manual reconciliation across stores and channels.
What was structured.
We defined one processing flow for ingestion, validation, and posting. Rules were applied the same way across brands and locations.
What changed.
Reconciliation effort dropped. Financial outputs matched at source. Month-end stopped depending on manual correction.
DISTRIBUTION
What was happening.
Inventory, landed cost, and carrier data lived in different places. Month-end depended on reconciliation between warehouse and finance.
What was structured.
We aligned these flows under one reconciliation model. Master data ownership was defined. Exception handling followed clear rules.
What changed.
Close stabilized. Variances were resolved at source. Teams stopped reworking the same numbers every cycle.
SERVICES
What was happening.
Time, expenses, and billing were recorded separately. Margin was visible only after invoices were issued.
What was structured.
We aligned cost, effort, and billing into one flow. Rules were applied consistently across engagements.
What changed.
Margin was visible before commitment. Project decisions were made with the same numbers used for reporting.
LEGAL
What was happening.
Matter tracking, time entries, and docket updates were handled in separate tools. Visibility depended on manual coordination.
What was structured.
We defined one flow linking matter activity, time capture, and external docket inputs. Ownership and sequence were explicit.
What changed.
Matters progressed with fewer handoffs. Time and activity aligned. Teams worked from the same record.
COLLECTIONS
What was happening.
Campaign setup, attendance, commissions, and billing were managed independently. Reporting required consolidation.
What was structured.
We aligned campaign activity, team tracking, and financial outputs into one execution flow. Rules governed each stage.
What changed.
Performance was visible during execution. Reporting no longer required reconstruction. Teams operated on a single set of numbers.
SURGICAL CARE
What was happening.
Clearance, scheduling, and follow-up were handled separately. Case status depended on manual tracking.
What was structured.
We defined one case flow with explicit stages, requirements, and ownership. Each step triggered the next.
What changed.
Cases progressed without rework. Requirements were visible. Teams operated on the same status.
WORKFORCE
What was happening.
Time capture, approvals, and payroll calculations operated separately. Adjustments were manual. Disputes were common.
What was structured.
We aligned attendance, approval, and payroll into one governed flow. Rules were applied consistently.
What changed.
Payroll stabilized. Exceptions reduced. Teams stopped reconciling the same data twice.
