Driving Innovation


Rubiscape's Impact in the

Finance Team

Solutions build with Rubiscape

Implement Rubiscape’s AI-enabled Solutions! Geared for the future!



The Money Map: Unveiling Financial Health

Data-driven insights empower smarter decisions, optimize strategies, and unlock business growth.

Goal

  • To provide a clear and concise overview of an organization’s financial performance.
  • To enable stakeholders for monitoring key metrics.
  • To identify trends, make informed decisions and drive financial success.

Technique

  • Data Preparation, Financial Ratio Calculations, Trend Analysis, Visualization.

Impact

  • Improved Financial Planning and Budgeting
  • Identifying Financial Trends and Insights
  • Identifying key areas that are generating a return on investment and are losing money.

Unmasking Moves: Bank Transactions Tells

Analyze spending patterns, predict trends, and optimize services with insightful bank transaction analysis.

Goal

  • To identify spending and investment habits of the customers and segment them corresponding to age groups and locations.
  • Utilise these segments for marketing strategies.
  • To plan cross sell and up sell segment-wise.

Technique

  • Statistical Analysis, Clustering Algorithms, Classification Algorithms, Visualization.

Impact

  • Streamlined marketing efforts: targeting specific customer segments, tailored messaging and promotions
  • Increased efficiency : Automating customer segmentation
  • Improved decision-making: gaining insights into customer behaviour and preferences

Confident Lending: Credit Risk Solved

AI-powered analysis unlocks credit risk insights for smarter lending decisions.

Goal

  • To delve deeper into customer behaviour.
  • To extract valuable insights
  • To predict creditworthiness more effectively than ever before.

Technique

  • Support Vector Machine, Random Forest, KNN, MLP Neural Network, Extreme Gradient Boosting.

Impact

  • Improved profitability and business growth, based on influencing qualitative factors.
  • Management can craft policies that drive their business to achieve its goals.
  • Identify possible threats and estimate their likely impacts.

Cash Clarity: Mastering the Financial Pulse

Optimize liquidity, minimize risk, and make smarter decisions with data-driven cash flow management.

Goal

  • To forecast accurate inflows and outflows amount, enabling effective cash flows.
  • Anticipate cash inflows and outflows, enabling effective liquidity management for the Treasury Management department.

Technique

  • Statistical Analysis, Data Modelling, Time Series Forecasting, Visualization.

Impact

  • Prescriptive analysis to make informed recommendations and decisions for optimising future outcomes.
  • Organisations can achieve desired goals and objectives using actionable insights and guidance.
 

Do even more with Rubiscape

AI-driven organisations around the world use Rubiscape to solve their most pressing business problems.



finance

Drag, Drop, Discover:
Insights Made Simple.

Dive deep into your data, create stunning visuals, and gain actionable insights with ease.

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finance

Build, Deploy, Manage:
Streamline AI Workflow.

Build robust, Scalable ML/DL models with ease , automated workflows & data empowerment.

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finance

Wrangle, Blend, Analyze:
Data Orchestration Refined.

Develop data fabric and flow designs with low-code, pro-code and self service platform.

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finance

Manage, Evaluate, Automate:
Edge Analytics Seamless.

Handle data or device management with integrated ML models and M To M application.

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