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KNIME For Finance

FinanceKNIME for FinanceAccountingFP&ABudget Monitoring
+5

The “KNIME For Finance” collection is a set of ready-to-use solutions that are designed to speed up analytics transformations within finance departments. These highly customizable solutions will help modernize financial processes within an organization through the use of self-service analytics. Leverage the “KNIME For Finance” collection today to jumpstart your financial transformation projects!

Jun 7, 2024 7:31 AM
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Accounting

With KNIME, accounting professionals can automate processes such as account reconciliation, journal entry, and month-end closing. KNIME connects to different accounting systems, frees up time for meaningful tasks, and enables better transparency through process documentation of visual workflows. Below are some workflow examples for recording, summarizing, analyzing, and reporting financial transactions in an organization.
Bank Reconciliation
Go to item
Workflow
Bank Reconciliation
FinanceAccountingReconciliation
+2
Compares internal cash book transactions with external bank statements for account reconciliation.
KNIME for FinanceAccountingBank ReconciliationBank Reconciliation
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knime
Blog: KNIME for Finance - Bank Reconciliation
Video: KNIME for Finance - Bank Reconciliation
Dunning Process Management
Go to item
Workflow
Dunning Process Management
FinanceAccountingInvoice
+5
Automates dunning process, tracks payments, sends reminders, centralizes data.
KNIME for FinanceAccountingDunning Management Process
1
knime
Blog: KNIME for Finance - Dunning Process Management
Video: KNIME for Finance - Dunning Process Management
Timesheet Aggregation
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Workflow
Timesheet Aggregation
ETLFinanceKNIME for Finance
+5
Aggregates and analyzes employees timesheets data for project profitability and financial insights.
KNIME for FinanceAccountingTimesheets Aggregation & Analysis
1
knime
Blog: KNIME for Finance - Timesheet Aggregation
Video: KNIME for Finance - Timesheet Aggregation
Components for Accounting
Overdue Invoices Email Notification

Sends email notifications to managers about overdue invoices that require action. Learn more

Overdue Invoices Status

Generates an overview of overdue invoices and their status. Learn more

Financial Planning & Analysis (FP&A)

With KNIME, financial planning professionals can make more accurate forecasts and budgets, automate repetitive tasks, reduce human error, and expedite reporting. This enables them to focus on analysis that matters eg. understanding revenue, spotting cost reduction opportunities, and identifying profitability drivers. Below are some workflow examples for planning, forecasting, scenario modeling, budgeting, and performance reporting.
Budget Monitoring
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Workflow
Budget Monitoring
KNIME for FinanceBudget MonitoringSpreadsheets
+1
Generates budget overview with assigned, used, and remaining money for projects across years.
KNIME for FinanceFP&ABudget Monitoring Data App
0
knime
Blog: KNIME for Finance: Budget Monitoring
Video: KNIME for Finance - Budget Monitoring
Financial Metrics
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Workflow
Financial Metrics - IRR, MIRR & XIRR
InvestmentPortfolioReturn Rate
+6
Calculates IRR, MIRR and XIRR for investment projects to measure profitability.
KNIME for FinanceFP&AFinancial Metrics - IRR, MIRR & XIRR
1
knime
Go to item
Workflow
Financial Metrics - NPV & XNPV
KNIME for FinanceInvestmentPortfolio
+4
Calculates return rate and NPV for investment projects, providing overview and ranking of best opportunities for the firm.
KNIME for FinanceFP&AFinancial Metrics - NPV & XNPV
0
knime
Blog: 5 financial metrics every FP&A analyst must know about
Video: KNIME for Finance - Financial Metrics: IRR/MIRR/XIRR
Video: KNIME for Finance - Financial Metrics: NPV/XNPV
Monthly and YTD Aggregations
Go to item
Workflow
Monthly and YTD Aggregations
Google SheetExcel SheetYTD
+3
Generates comparison of monthly and YTD revenues for 2022 and 2023 from restaurant transactions.
KNIME for FinanceFP&AMonthly and YTD Revenues
2
knime
Blog: KNIME for Finance - Monthly and YTD Aggregations
Video: KNIME for Finance - Monthly and YTD Aggregations
Components for FP&A
ARR Analysis

Generates visualizations for ARR calculation and comparison. Learn more

ARR and MRR by Time-based Cohort

Displays cumulative ARR or MRR by time and time-based cohort for churn analysis. Learn more

Customer Count and Churn Rate by Time-based Cohort

Generates insights on customer count and churn rate trends by time-based cohorts. Learn more

Internal Rate of Return (IRR)

The item calculates the internal rate of return for a schedule of periodic cash flows in KNIME workflows. Learn more

Extended Internal Rate of Return (XIRR)

Calculates XIRR for non-periodic cash flows to track investment project profitability. Learn more

Modified Internal Rate of Return (MIRR)

Calculates the Modified Internal Rate of Return for investment projects with periodic cash flows, considering both discount rate and reinvestment rate. Learn more

Net Present Value (NPV)

Calculates the net present value of investment projects based on cash flows and discount rate. Learn more

Extended Net Present Value (XNPV)

Calculates XNPV for non-periodic investment projects using discount rate, future cash flows, and project IDs. Learn more

Asset prices to one-period (log) returns

Calculates one-period simple and log asset return series from asset price series. Learn more

Tax

With KNIME, tax professionals can ensure compliance with effective tax data management, analytics, and visualization. KNIME allows tax professionals to be confident of data integrity and gain better understanding of anomalies. In addition, KNIME reduces time spent gathering data from multiple sources (eg. ERP and billing systems), cleaning data, and reporting. Below are some workflow examples for tax apportionment, calculations, validations, and reporting.
Sales Tax Reporting
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Workflow
Sales Tax Apportionment
UnknownsalesApportionmentKNIME for Finance
+2
Automates sales tax report calculation for subscription data with dynamic 12-month period selection.
KNIME for FinanceTaxSales Tax ReportingSales ApportionmentSales Apportionment - Data App
0
knime
Blog: KNIME for Finance - Sales Tax Reporting
Video: KNIME for Finance - Sales Tax Reporting
Transfer Pricing Recharge
Go to item
Workflow
Transfer Pricing Recharge
Transfer pricingCostsMarkup
+2
Distributes costs from HQ to entities with markup based on transfer pricing.
KNIME for FinanceTaxTransfer Pricing RechargeTransfer Pricing Recharge - Data App
0
knime
Blog: KNIME for Finance - Transfer Pricing Recharge
Video: KNIME for Finance - Transfer Pricing Recharge

Audit & Compliance

With KNIME, audit and compliance professionals can perform end-to-end process testing and control validations. These professionals can significantly lower audit costs by automating tasks such as data collection, preparation, and analysis. In addition, they can identify irregular patterns and anomalies earlier in the process. Below are some workflow examples for reviewing financial data, identifying areas of concern, and ensuring compliance with regulations, policies, and procedures.
Fraud Detection
Go to item
Workflow
Fraud Detection - Training (Random Forest)
Practicing Data ScienceCybersecurityFraud Detection
+4
Trains and evaluates a Random Forest model for classifying transactions as fraudulent or not fraudulent.
KNIME for FinanceAudit & ComplianceFraud DetectionRandom Forest01_Training Random Forest for Fraud Detection
1
knime
Go to item
Workflow
Fraud Detection - Deployment (Random Forest)
Practicing Data ScienceCybersecurityFraud Detection
+5
Applies a trained Random Forest model to new transactions for fraud detection.
KNIME for FinanceAudit & ComplianceFraud DetectionRandom Forest02_Deployment Random Forest for Fraud Detection
1
knime
Blog: KNIME for Finance - Fraud Detection (Random Forest)
Video: KNIME for Finance - Fraud Detection (Random Forest)

Key Performance Indicators (KPIs)

With KNIME, financial analysts can report and visualize key performance indicators (KPIs). These KPIs provide a holistic view, align the entire organization, and inform strategic business decisions. Below are some workflow examples for some key performance indicators (KPIs) that the finance team might need to report and visualize on a regular basis.
Customer Churn KPI
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Workflow
Customer Churn KPI
KPIKNIME for FinanceCustomer Churn
Calculates customer churn KPI to monitor the health of the relationship between the company and its customers.
KNIME for FinanceKPICustomer ChurnCustomer Churn KPI Monthly
1
knime
Blog: KNIME for Finance - Customer Churn KPI
Video: KNIME for Finance - Customer Churn KPI
Employee Turnover KPI
Go to item
Workflow
Employee Turnover KPI
KPIKNIME for FinanceEmployee Turnover
Calculates Employee Turnover KPI monthly and visualizes data in a Data App.
KNIME for FinanceKPIEmployee TurnoverEmployee Turnover KPI Monthly
0
knime
Blog: KNIME for Finance - Employee Turnover KPI
Video: KNIME for Finance - Employee Turnover KPI
Revenue Growth KPI
Go to item
Workflow
Revenue Growth KPI
KPIRevenue GrowthKNIME for Finance
Calculates Revenue Growth KPI monthly based on journal entries and exchange rates, visualizing revenues and growth rate.
KNIME for FinanceKPIRevenue GrowthRevenue Growth KPI Monthly
0
knime
Blog: KNIME for Finance - Revenue Growth KPI
Video: KNIME for Finance - Revenue Growth KPI

Other Helpers

Credit Scoring
Go to item
Workflow
Credit Scoring
Random ForestKNIME for FinanceFinancial Services
+3
Trains a Random Forest model to approve or disapprove loan requests based on applicant information.
KNIME for FinanceFinancial ServicesApproving Loan RequestsCredit Scoring01_Training Loan Request
0
knime
Blog: KNIME for Finance - Credit Scoring
Video: KNIME for Finance - Credit Scoring
Other Useful Components
One-period returns to multi-period returns

Calculates multi-period simple return series from one-period simple return series. Learn more

One-period log returns to multi-period log returns

Calculates k-period log return series from one-period log return series. Learn more

Calculate Recurring Values

The item formats data for analyzing recurring events by dividing original values into single time points within a specified time period. Learn more

Categories to Excel Sheets

Generates Excel sheets with data categorized in separate sheets. Learn more

Measure Fractional Years

The item calculates the fraction of the year between two dates, outputting the result in both years and months. Learn more

Other Useful Resources
KNIME For Finance Cheat Sheet
KNIME For Finance YouTube Playlist
Ebook: From Excel to KNIME

KNIME
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