Banking & Fintech Analytics Consulting

Know which clients
drive your profit.

We help banks and fintechs build the data infrastructure and analytics capabilities needed to measure client profitability, sharpen customer strategy, and make better decisions — faster.

See Our Work
50+
Implementations
12+
Years in Financial Services
$2B+
in Client Assets Modeled

The full data journey — from core banking to actionable insight

Core Banking Systems
FISFiserv / FinxactFinacle by InfosysFinastraOracle FLEXCUBE
We extract & transform
Analytics & Visualization
SnowflakeOracle AnalyticsTableauPower BI

What we do

Built for financial services.

Every engagement is grounded in the specific data challenges banks and fintechs face — not generic analytics consulting repackaged.

Signature Service

Client Profitability & Customer Strategy

We build end-to-end client profitability models that allocate revenue, cost of funds, credit risk, and operating costs to individual customers and segments — giving your leadership team a true P&L view at the relationship level.

Deliverables include

Relationship-level P&L attribution
Funds transfer pricing (FTP) frameworks
Segment and product-level margin analysis
Risk-adjusted return on capital (RAROC)
Customer lifetime value (CLV) modeling
Retention and growth opportunity scoring

Core Service

Regulatory & Risk Reporting

Automated, auditable reporting pipelines for stress testing, capital adequacy, liquidity reporting, and other regulatory requirements — built on platforms your examiners trust.

  • CCAR / DFAST stress testing models
  • Basel III/IV capital reporting
  • CECL allowance calculation pipelines
  • Liquidity and ALCO dashboards

Core Service

Financial Performance Analytics

Connect your finance, treasury, and business teams to a single version of the truth — net interest margin, fee income analysis, efficiency ratio, and forward-looking FP&A.

  • NIM and NII analysis
  • Fee income & product profitability
  • Branch / channel performance
  • Executive and board dashboards

Core Service

Fintech Data Infrastructure

Modern cloud data stacks purpose-built for fintech growth — real-time transaction pipelines, fraud analytics, cohort analysis, and investor-grade reporting.

  • Real-time event streaming (Kafka / Kinesis)
  • User cohort & retention analytics
  • Fraud and AML feature engineering
  • Investor KPI dashboards

Core Service

Enterprise BI & Visualization

Production-ready Tableau and Power BI environments with governance, row-level security, and self-service capability designed for financial institutions.

  • Tableau Server / Cloud administration
  • Power BI Premium & Fabric deployments
  • Row-level security and entitlements
  • Training and analyst enablement

Core Service

Data Platform Implementation

End-to-end Snowflake and Oracle deployments — from warehouse architecture and core banking data ingestion through governed self-service analytics.

  • Snowflake warehouse design & optimization
  • Oracle ADB / OAC implementations
  • Core banking data extraction & integration
  • SQL transformation pipelines & data modeling
Flagship Engagement

Client Profitability &
Customer Strategy

Most banks and fintechs know their product margins. Very few truly understand which individual client relationships are profitable — and by how much.

Our client profitability practice combines funds transfer pricing, cost allocation, risk-adjusted return modeling, and behavioral analytics to give your team a relationship-level P&L that's actionable, not just informational.

The result: you know which clients to deepen, which to reprice, and where your growth investments will generate the highest return.

Phase 1
Data Foundation
Integrate your core banking, GL, loan, deposit, and CRM data into a unified analytical model.
Phase 2
FTP & Cost Allocation
Apply funds transfer pricing and activity-based cost allocation to each product and customer.
Phase 3
Risk Adjustment & RAROC
Layer in credit risk, operational risk, and capital charges for a true risk-adjusted view.
Phase 4
Segmentation & Strategy
Score and segment clients by profitability tier, growth potential, and retention risk.
Phase 5
Executive Dashboards
Deliver relationship manager, business line, and board-level views in Tableau or Power BI.

Platform expertise

The platforms financial
institutions trust.

FIS

We extract, normalize, and integrate data from FIS core banking platforms — deposits, loans, GL — into your analytics environment.

Fiserv / Finxact

Proficiency with Fiserv DNA, Signature, and the modern Finxact cloud-native core — mapping transactions and customer records into analytical models.

Finacle by Infosys

Deep experience integrating Finacle's retail and corporate banking modules into enterprise data warehouses and reporting layers.

Finastra

Connecting Finastra's Fusion suite — Fusion Horizon, Fusion Phoenix, and Fusion Essence — to Snowflake and Oracle analytics platforms.

Oracle FLEXCUBE

End-to-end Oracle FLEXCUBE data extraction paired with Oracle Analytics Cloud and Oracle ADB for seamless, native reporting.

How we work

A proven engagement model.

01

Discovery & Assessment

We map your data landscape, understand your business model, and identify the highest-value analytics opportunities.

02

Strategy & Architecture

We design the right platform stack, data model, and implementation roadmap — built around your specific regulatory and business context.

03

Build & Implement

Our consultants deploy pipelines, models, and dashboards. We work alongside your team throughout, not in isolation.

04

Enable & Optimize

We train your team, document everything, and tune for performance — so you own the solution and can grow it independently.

Why Ticking Trend

We speak banking.
Not just data.

Most data consulting firms understand analytics. Few understand the nuances of funds transfer pricing, regulatory capital, or what it means to build an enterprise analytics platform inside a federally regulated institution. We do — because we've done it.

Learn about our team

Deep financial services domain knowledge — we understand banking P&L, regulatory constraints, and how data flows through a financial institution

Hands-on practitioners, not slide-deck consultants — our team has built and operated these systems inside banks and fintechs

Technology-agnostic advice — we recommend what fits your needs, not what benefits a vendor relationship

We build your team's capability so you're never dependent on us

Client profitability expertise that most data consultants simply don't have

Regulated industry experience: AML, CCAR, CECL, Basel, and data governance for financial institutions

Ready to get started?

Let's build something that
changes how you see your clients.

Whether you're starting a client profitability initiative or modernizing your entire data infrastructure, we'd love to learn about your challenges.

Email Us Directly