Client routesSell-side preparation
Investment Banks
Sell-side teams need clean customer schedules, defensible revenue bridges, and fast responses to buyer follow-ups without asking analysts to rebuild the same workbook every process.
Economic case
The reason this route needs customer-level evidence.
Wysdome helps banking teams reduce A&A time by productizing the repeatable customer analytics layer: account mapping, revenue movement, concentration, retention, and buyer Q&A schedules.
Which accounts drove new revenue, expansion, contraction, and churn by period?Can the buyer reconcile management's revenue story to customer, product, and source exports?Which diligence exhibits should be ready before management presentations and data-room refreshes?Where will buyers challenge concentration, retention, commercial terms, or recurring-revenue quality?
Outputs and inputs
The route stays useful because source files and output files stay paired.
The output list defines what the client can review. The input list makes clear what is needed before those outputs can be treated as reliable.Outputs
01Customer x product x period revenue matrix02Revenue bridge and movement schedule03Customer concentration and top-account movement exhibits04Buyer Q&A appendix with source-data references05CIM and management-presentation backup exhibits06Source-data exception log for banker and client review
Data inputs
01CRM account and opportunity exports02Billing, invoice, ARR, MRR, or revenue files03ERP, GL, and management reporting extracts04Contract, renewal, and commercial-term tables where available05Management forecasts and customer segmentation files
The client framing changes by process. The underlying discipline does not: source-mapped revenue, reviewable definitions, and output packs that can support diligence questions.
Operating model
Workflow, risks, and consulting boundaries are separated.
Workflow
Create a clean customer identity map before launching buyer Q&A.
Reconcile revenue movements to management reporting and source exports.
Package recurring revenue, cohort retention, and concentration schedules for diligence.
Refresh the cube as new buyer questions or updated files arrive.
Risks and caveats
Unmapped parent-child account structures can distort customer concentration.
One-time revenue, credits, refunds, and services revenue need explicit treatment.
Management forecasts should not be presented as customer-supported unless the source data supports the bridge.
Consulting fit
Pre-launch readiness review for a sell-side process
Custom buyer Q&A support during exclusivity
Management-presentation backup analysis
Exception resolution when client exports do not reconcile cleanly
FAQ
What this client type should know.
Monarch AI creates reviewable customer revenue analytics. Consulting is scoped separately when the transaction requires judgment, narrative support, or custom analysis.Does this replace banker analysis?
No. Wysdome supports the banker workflow by producing source-mapped customer revenue evidence that the deal team can review, tailor, and use in process materials.
When should a banking team start?
The strongest use case is before broad buyer diligence, when the team can prepare common customer analytics and reduce reactive workbook rebuilds.