Source-mapped
Inputs stay tied to customer records and source exceptions.
Services
Available services
Builder
const sourceFiles = intake.crm + intake.billing;const customerMap = reconcile(sourceFiles);return generateCube(customerMap, definitions);Monarch AI
Evidence BuilderDescribe the output, source systems, required definitions, and review constraints.Customer CubeData PackException LogInputs stay tied to customer records and source exceptions.
Cube and Data Pack patterns repeat across transactions.
Definitions, caveats, and boundaries stay visible.
Commercial interpretation is separated from standard analytics.
Workflow detail
Service menu
4Cube, Pack, Consulting, Monarch AICustomer Cube
XLSXSegmented Excel deliverableData Pack
80+PPTX pages with chartsTarget timing
5 business daysAfter complete source data, signed engagement letter, agreed NDA coverage, and usable source-file access without material remediationService routes
A segmented Excel output for M&A diligence and client-base analysis. It maps customers, products, periods, cohorts, segments, source exceptions, and definitions into one reviewable workbook.
View Customer CubeAn 80+ page PPTX with every major graphical breakdown by slice: charts, bar charts, trend lines, correlations, matrices, and written explanations of the trends.
View Data PackStrategic decks, commercial analytics guidance, and custom analysis when the buyer needs interpretation or a tailored narrative beyond standard data deliverables.
View ConsultingAutomated access to the Wysdome analytics workflow for teams that want repeatable customer-revenue outputs without starting every request as bespoke consulting.
View Monarch AIWhat the workflow answers
Fit and intake
Can you provide customer-level revenue history for at least 12 months?
Can customers be mapped with stable IDs, account names, or parent-child hierarchy fields?
Do source files include product, service line, or revenue category fields?
Is the transaction team prepared to sign an NDA before confidential file transfer?
Do you need customer cube, retention, concentration, churn, revenue bridge, or buyer Q&A outputs?
Can one client-side owner confirm definitions, source exceptions, and final delivery scope?
Salesforce, HubSpot, opportunity/account exports, customer owner files, pipeline snapshots, and segment fields.
Stripe, Zuora, Chargebee, invoice exports, ARR/MRR schedules, renewal tables, and usage billing files.
NetSuite, SAP, GL exports, revenue reports, customer revenue by period, product revenue, and management reporting files.
Excel, CSV, TSV, and structured spreadsheet exports with stable customer IDs, dates, product fields, and amounts.
Contract metadata tables, renewal schedules, commercial-term tables, budget files, and forecast workbooks.
Scanned PDFs, screenshots, unstructured email threads, images of tables, payment card data, tax IDs, SSNs, and files without customer-level grain.