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Financial Risk Forecasting Model (FRFM)
Modern Data Warehousing & Business Intelligence
Master Data Management
Agile Project Management and Data DevOps
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Our primary objective is to help implement a financial data-driven strategy for our clients.
Our Approach
We make use of a 3-step approach for financial risk optimisation
1
Understand the "Business Question" that Needs Answering
Start by framing the analytics problem(s) that needs solving
Zero in on the top priority areas through cost-benefit analysis
Identify relevant risks and statistically significant relationships relevant to the problem
Source all the relevant financial, risk and operational data
Consult with the client on the most appropriate solution
Related Whitepaper:
The Importance of Business Insight
2
Develop an integrated Financial Risk Data-Driven Model
Perform an exploratory data analysis on available data
Implement statistical / machine learning models that identify patterns, forecast financial and risk measures
Wherever possible, integrate the output models to the balance sheet and income statement
Implement data validation and reconciliation functionality
Train and back-test the models
Related Whitepaper:
Financial Risk Forecast Model
3
Deploy the Model to Production
Develop sustainable solution that allows our clients to view and re-run the model results
Create appropriate and functional user interfaces where appropriate to drive the models
Lock down the model and perform user acceptance testing
Prepare model documentation for validation purposes
Either implement model in the client’s IT environment or in the cloud
Related Whitepapers:
Modern Data Warehousing & Business Intelligence
Agile Project Management and Data DevOps
Master Data Management
Key Deliverables
Balance Sheet and Income Statement Optimisation Models
Dashboards and Line-of-Business Reporting Solutions
Statistical and Machine Learning Models
Data Warehouse Development or Renewal
Home
Our Services
Financial Risk Forecasting Model (FRFM)
Modern Data Warehousing & Business Intelligence
Master Data Management
Agile Project Management and Data DevOps
[BREAK]
Case Studies
About Us
Our Approach
Our Team
News
Careers
Contact Us
Contact Us
Login
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