Analytics & Decision Sciences

Ryewalk empowers organizations to turn data into a strategic asset by driving smarter decisions, elevating customer experiences, and accelerating business growth. Our end-to-end Analytics & Decision Sciences practice enables our clients to realise full data-driven capabilities, from initial strategy to developing insights & driving decision outcomes. Whether you're building foundational analytics or deploying cutting-edge machine learning solutions or need expert support in tracking decisions to data-driven outcomes, our experts partner with you across the entire execution journey to deliver solutions that are designed for speed, scale, and sustainability. We at Ryewalk, understand the invisible link between data and business imperatives.

0Strategic Client Partnerships
0+Years of Analytics Expertise
0+Outcomes delivered through Full Stack Analytics

Featured Case Studies

Real outcomes delivered through our expertise.

FinTech in US

Lending Analytics & Decision Intelligence

Business Problem

To create a unified lifecycle visibility for monitoring funnel performance, portfolio health, collections and overall lending performance. Improve credit decision accuracy to achieve balanced portfolio growth. Create data-driven business decisions through actionable insights, trend analysis and performance intelligence. Set-up a structured framework to measure effectiveness and scalability of new programs, policies and lending products.

Ryewalk Solution

Automated Tableau dashboards to integrate data across the lending lifecycle. Applications classified into risk tiers using historical performance data, consumer credit data, business credit data, debt schedule, payment behaviour, application info, bank and tax data. Analytics-driven decision support framework by deep-dive analyses, identifying key performance drivers, and delivering actionable recommendations. Structured impact measurement framework using defined KPIs, cohort analysis and comparative trend analysis.

Impact

  • Improved visibility, faster automated performance monitoring, and earlier risk identification
  • Accurate risk-based loan approvals and improved portfolio quality
  • Stronger, faster decision-making backed by actionable insights
  • Clear measurement of program effectiveness and data-driven optimization
Better Decisions / Business efficiencyOperational efficiencyImproved risk managementGovernanceBusiness IntelligenceCredit Risk AnalyticsPredictive ModelingPerformance Analytics

FinTech in US

SBA Lending & Salesforce Transformation

Business Problem

Client required a foundational operating and decisioning framework to launch and scale SBA lending business with strong governance, risk control and analytics readiness. Establish comprehensive risk and servicing policies for standardizing lending and operational controls. Build a reliable credit risk model without internal historical performance data. Create a scalable data warehouse and analytics capability to centralize lending data and support ongoing performance insights.

Ryewalk Solution

Greenfield Salesforce-based transformation of end-to-end lead-to-order operating model. Unified sales, service, marketing, contracts, and field operations into a single governed digital platform. Automated lead management, pipeline progression, quotation, contract execution and pricing workflows. Structured after-sales service ticketing, SLA governance and field technician scheduling/billing workflows. Enabled marketing automation, campaign performance tracking and sales alignment.

Impact

  • Strong service accountability and operational efficiency
  • Connected and scalable commercial ecosystem
  • Accelerated revenue operations and improved commercial transparency
Cost efficiencyImproved operationsRevenue upliftEffective Decision makingLending Process DesignLending Operations & Servicing StrategyCredit Risk Analytics & Predictive ModelingBusiness IntelligenceAnalytics EnablementData Engineering

Our Offerings

01

Advisory & Consulting

We partner with organizations to define and shape their Data and Analytics vision. Our advisory services help build a strong foundation aligned with business priorities and long-term value realization.

  • Strategy to set-up Data Science & Analytics capabilities
  • Business case definition
  • Use case definition & prioritization
  • End-to-End execution roadmaps
  • Target-Operating-Model definition
  • Business benefits realization
  • Analytics Governance and Compliance
02

Implementation

We transform data strategy into business impact through robust data science (DS) / machine learning (ML) implementation. Our teams build secure, scalable and business-oriented DS/ML solutions that power better decision-making and continuous innovation.

  • Data strategy for analytics
  • Data analysis & management
  • Advanced analytics & predictive modeling
  • ML Model development & deployment
  • Business intelligence & insights
  • A/B testing & experiment design
  • Real-time data processing & streaming
03

Centre of Excellence (CoE)

We empower organizations by building long-term partnerships to help operationalize data and meaningfully leverage analytics through reusable frameworks, structured knowledge sharing, and continuous innovation. With our CoE model, we offer global delivery through dedicated teams, best practices, and ongoing innovation.

  • Dedicated team of data analysts and Data Scientists to focus on Analytics technology trends
  • Providing expertise in end-to-end analytics and machine learning solutions
  • Leveraging top-quality talent pool and capabilities to centrally manage R&D

The Team

The people behind the work.

Get in Touch

Let's start a conversation.

Ready to explore how we can help? Our team is here to understand your unique challenges and craft the right approach.