• $30-50 MNIncremental Free Cash Flow

  • $20 MNIdentified Annualized Value of Early Payments

  • 50%Reduction in Top Dispute Types

  • $5-10 MNCost-saving Opportunity

  • 5-7Days of Optimization in Days Sales Outstanding (DSO) and Days Payable Outstanding (DPO)

Harness Advanced Analytics to Enhance Insights, Improve Control and Unlock Efficiencies

Financial Intelligence-in-a-Box (FIAB) is a comprehensive and future-ready suite of advanced financial analytics-led techniques, applications, methodologies and dashboards, powered by Artificial Intelligence (AI), Machine Learning (ML) and Natural Language Processing (NLP). WNS' financial analytics services enables a rigorous and pragmatic analysis of accounting and financial data to help financial institutions improve control, unlock working capital, optimize utilization, plug leakages, identify outliers and abnormalities, and strengthen risk and compliance, among other direct benefits.


Designed to empower CFOs and Controllers, FIAB encompasses:

  • Analytical assets to enable monitoring and enhance controllership
  • Exhaustive set of tools and techniques to prevent financial leakages
  • Technology accelerators to improve efficiency and effectiveness leading to monetary gains, including direct bottom-line impact
  • Investigative reports that uncover opportunities such as working capital enhancement across receivables and payables
  • Practical and risk-free designs to tap into unexplored opportunities. WNS’ industry-first Journal Entry Analytics is a prime example

Core Features

Digit Distribution Analytics

Enables forensics to detect potential frauds, data irregularities and process design flaws as well as minimize abuse

Advanced Econometric Modeling

Calibrates cause and effect to optimize resource use

NLP-powered Text Analytics

Traces uncommon cause, abnormal claimant behavior and uncommon spends

Fuzzy Matching Algorithm

Eliminates root cause of duplicate payments; soundex algorithm helps prevent duplication in third-party names

ML and Predictive Model

Improves accuracy of predictions constantly

Advanced Time Series Model

Learns from the past and creates risk management scenarios; detects and optimizes spend / revenue trends

Led by Smart Applications and Tools

Risk and Audit Analytics

Unlike conventional risk audits, which are based on random sampling techniques and that fail to detect numerous blind spots – WNS Risk and Audit Analytics enables the user to triangulate potential leakages from abnormal, risky and fraudulent payments (within the ambit of Accounts Payable (AP) / Procure-to-Pay (P2P) or claims (travel and expense)).

WNS Risk and Audit Analytics uses a combination of advanced analytics, ML, visualization, fuzzy logic and NLP to identify audit targets.


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WNS Advantage

Flexible and Scalable

FIAB can be hosted both on-premise and on cloud (AWS or Azure), driving considerable flexibility and scalability for clients.

Strategic Use of Data as a Fuel

FIAB has been designed to serve as a flexible and easy bolt-on solution, thereby enabling immediate gleaning of data right from the source.

Industry-first Offerings

Many FIAB applications / tools, including Journal Entry Analytics and Reconciliation Analytics are industry-first offerings, thus giving our clients the first-mover advantage.

Easy to Deploy

The FIAB suite has been built with a lightweight design principle in mind, enabling businesses to quickly deploy and operate. The implementation time typically ranges anywhere from two weeks to under six weeks.

Customized to Business Needs

WNS offers clients access to these analytical innovations and Centers of Excellence (CoEs) for a Proof of Concept (PoC) project as well as a multi-phased roadmap-led engagement.