On credit-augmented market risk analysis

Insights on Business

In the current interest rate environment, the pension funds and insurance firms’ appetite for credit-augmented market risk analysis is understandable. How can risk managers, treasury and ALM teams consistently act upon insights they can gain from integrated market and credit risk analysis?

Analysis for Success

Independent Banker

This analysis should consider the purpose of accounts, actual or anticipated number and type of transaction activity in accounts, the nature of a customer’s business or occupation, a customer’s location and the types of products and services he or she uses.

CECL methodology – vintage analysis application

Sageworks

Vintage analysis is an allowance for loan lease losses (ALLL) calculation methodology that has been suggested as being the new minimum standard for CECL compliance. If you are interested in an introduction to Vintage Analysis before looking at how it’s applied, read CECL methodology – introduction to vintage analysis. The table below illustrates the usefulness of vintage analysis as a forecasting tool.

Data Mining for Predictive Social Network Analysis

Dataconomy

The post Data Mining for Predictive Social Network Analysis appeared first on Dataconomy. Big Data Data Science Understanding Big Data Data Mining data science predictive analytics python social media Social Network Analysis

Frequency Distribution Analysis using Python Data Stack – Part 1

Dataconomy

The post Frequency Distribution Analysis using Python Data Stack – Part 1 appeared first on Dataconomy. Data Science Resources Frequency Distribution Analysis Matplotlib Numpy Pandas python

High Performance Big Data Analysis Using NumPy, Numba & Python Asynchronous Programming

Dataconomy

Introduction A couple of months ago a client of mine asked me the following question: “What is the faster data structure object in Python for Big Data analysis today?” Big Data Data Science Resources big data analysis Numba Numpy python

Credit2B Launches Real-Time Business Risk Analysis Tool

PYMNTS

Commercial credit risk solutions provider Credit2B is rolling out a portal for trade credit suppliers to share and access information about B2B payment experiences in real time. The company said Wednesday (Feb. 14) that it has launched the Credit2B Global Platform, which aggregates data of 250 million businesses across 225 countries, enabling suppliers to access key information about payment experiences, receivables metrics and trade references to analyze trade credit risk.

3 Global cash flow analysis tips

Sageworks

However, it is important for institutions to remain disciplined during this growth, all the way down to the global cash flow analysis of a loan. Credit analysis is more challenging with complex borrowers – those with multiple people, businesses, real estate properties, etc.

Data Mining for Predictive Social Network Analysis

Dataconomy

The post Data Mining for Predictive Social Network Analysis appeared first on Dataconomy. Big Data Data Science Understanding Big Data Data Mining data science predictive analytics python social media Social Network Analysis

The 5 Types of Data Analysis Every Financial Institution Marketer Should Know

ForwardBanker

The post The 5 Types of Data Analysis Every Financial Institution Marketer Should Know appeared first on Deluxe FI. The old saying “a picture is worth a thousand words” is no less true today than it was decades ago, even though that simple picture has been replaced by myriad types of imagery.

CECL Methodology - Introduction to Vintage Analysis

Sageworks

According to Sageworks whitepaper, “ The Basics of Vintage Analysis ,” vintage analysis accounts for expected losses by allowing an institution to calculate the cumulative loss rates of a given loan pool and in so doing, to determine that loan pool’s lifetime expected loss experience. Vintage analysis is a method of evaluating the credit quality of a loan portfolio by analyzing net charge-offs in a homogeneous loan pool where the loans share the same origination period.

Lending to nonprofits: Considerations for credit analysis

Sageworks

Therefore repayment analysis needs to be based on unrestricted funds.” Using a streamlined credit analysis for nonprofit borrowers can help provide loan officers with a more accurate assessment of creditworthiness and can consistently measure and document the risk in the borrower.

Urban FT Joins Financial Health Analysis Project

PYMNTS

Urban FT joins other financial services companies including Coastal Federal Credit Union, EverFi, Guaranty Bank, LendStreet, NetSpend and Sunrise Banks as beta partners in the financial health analysis initiative. Digital banking solutions provider Urban FT has joined the Center for Financial Services Innovation in an effort to help the finserv industry better gauge consumer financial health.

Checking Analysis: The Betamax of Bank Products

Jeff For Banks

If we did, would we continue to offer Analysis Checking or some variation of it? Because of Reg Q, in place for over 80 years, banks created Business Analysis Checking, where a business earns credits to offset fees based on their balances. Don't think about how it is.

How to avoid the 7 most common mistakes of Big Data analysis

Dataconomy

The post How to avoid the 7 most common mistakes of Big Data analysis appeared first on Dataconomy. Big Data Data Science Data Science 101 Understanding Big Data big data analysis data science Risk Assesment Risk Management

4 Benefits of Frequent Competitive Analysis

Cal Bank Trust

Data Analysis and Machine Learning Causing Evolution in Direct Marketing

ForwardBanker

The post Data Analysis and Machine Learning Causing Evolution in Direct Marketing appeared first on Deluxe FS. Marketing Insights data analysis Direct Mail Direct Marketing machine learning Trends

Integrating political analysis into portfolio risk calculations

Bobs Guide

“Political risk? ” With the global economy continuing to grow steadily without evidence of a strong upsurge in inflation, recent market corrections have increasingly been driven by concerns about political developments. Whether these appear in the form of a tweet from the US

Upload data quickly from QuickBooks Online for financial analysis, valuations

Sageworks

Sageworks’ users can set automatic data refreshes to keep client information up to date, and they can set up an automated narrative financial analysis report to be emailed to them every month for each client using QuickBooks Online, making it easier to share the insight and analysis with the client.

Looking at New Tech? Don’t Forget the Cost Analysis, Ally CIO Says

Bank Innovation

An old-school cost analysis will do, according to Michael Read More. Banks have been fairly active in tapping into new technologies recently, either through partnerships or with internal innovation groups.

Cash flow analysis: Providing value to business owners

Sageworks

CashSage , for example, is a cash flow analysis solution provided by Sageworks to help business advisors and their clients uncover key business drivers and generate recommendations that will increase cash. CashSage is simple enough that advisors can illustrate to non-finance/non-accounting business owners how they can increase cash, and it works hand in hand with ProfitCents if the advisor wants to go deeper into the financial analysis.

FinTech Foresights Vol.2: IoT Deep-Dive Analysis in FinServ

Let's Talk Payments

Financial institutions for long have been riding on their strengths such as infrastructure, trust, and vast customer base. For decades, they dictated the terms and shaped the financial lives of. Fintech Insights Asia Europe insights US

What Our Bank Learned From Customer Text Analysis

Banker to Banker

Last week we pulled everything that was said about banks on social media (Twitter, Facebook, and Instagram) and ran it through a text analytics engine to see what we could learn.

Understanding commingled entities through global analysis

Sageworks

With a K-1, the credit analysis see the distributions, capital gains and interest income – which are critically important for making accurate, double-counting adjustments and generating a realistic debt service coverage ratio (DSCR). The main philosophy behind a global cash flow (GCF) is to spread all parts of a relationship (people, businesses and related real estate) to measure their financial health and cash flow individually, then collectively on a “global” level.

Trend analysis within your Watch List

Sageworks

A trend analysis for the Watch List may be analyzed on a variety of fronts including. A standard component of monthly board meetings is an update on the performance and volume of the institution’s Watch List, the group of adversely classified loans under close supervision due to past nonperformance.

Jet Harnesses Consumer Analysis Tech For Business Loan Applicants

PYMNTS

Financial services firm Jet Capital is focusing on speed. In an announcement by the company on Friday (June 24), Jet revealed upgrades to its software suite that target the speed at which small businesses can access working capital loans. The new software accelerates application evaluations, and enables Jet to provide a company with loans within 24 hours, the firm said.

Identifying Tax Fraud through Social Network Analysis

FICO

Social Network Analysis (SNA) tools hold the potential to help tax and revenue agencies identify non-compliance and tax fraud. Social Networking Analysis Explained. A Social Network Analysis can automatically compare the new registration in real-time to previously closed businesses.

Here Is What We Learned Using Text Analysis On Credit Memos

Banker to Banker

Text analysis is the mining of data contained in natural language done to derive bias, sentiment, sentence structure and word usage. If you have seen a “word cloud” you have seen the basic building block of text analysis.

5 Common errors in global cash flow analysis

Sageworks

When combining personal financial information, the analysis can get even more complex. To more objectively calculate a global risk assessment of the borrower, institutions often perform a global cash flow analysis. Institutions that don’t perform a global cash flow analysis correctly – or at all – face several risks, including pricing loans incorrectly, making incorrect loan decisions, or overstating cash position, debt or income.

Forter launches fraud prevention product with buying patterns analysis

The Paypers

(The Paypers) Forter , an ecommerce fraud prevention company has announced the launch of its End-to-End Identity-based Fraud Protection solution which includes buying patterns analysis

4 Lessons to be covered in Sageworks Credit Analysis User Groups

Sageworks

Each event will feature 2 tracks: one for users of Sageworks Credit Analysis and one for users of Sageworks ALLL. Here are 4 key lessons to be covered during the Sageworks Credit Analysis User Groups.

The most asked questions on global cash flow analysis: passive v. non-passive income/loss

Sageworks

During a recent Sageworks webinar , Linda Keith, CPA, covered the top questions she gets from bankers on k-1’s, pass-throughs and global cash flow analysis. Keith collected data from her website, where articles answering these questions collectively received over 66,700 views. Keith’s most viewed article on her site, with over 21,400 views, is “What does it mean when the k-1 income/loss is listed as ‘passive’ instead of ‘non-passive’”?

Treasury Body Slams CFPB’s Arbitration Analysis

New York's State of Mind

So you can bet it went apoplectic yesterday when it received a Treasury analysis of its arbitration rule. The CFPB proudly proclaims that it is a data driven regulator for the 21st Century. The report is a well-reasoned explanation of why the CFPB over-stated the value of class action lawsuits and did so at the […]. General New York State CFPB paid family leave

Clueless LinkedIn Analysis

CB Insights

LinkedIn and chill Hi there, Lots of startups, private companies and tech giants had ads during the Super Bowl last night including companies backed by Y Combinator, Accel, Index Ventures, Softbank, Comcast Ventures, Forerunner Ventures, IVP, Strand Equity and Baseline … Continued. Newsletter Archive

Rihanna Vs. Beyoncé Vs. The Kardashians: The Earnings Transcript Analysis You Didn’t Know You Wanted

CB Insights

Ever wondered if Rihanna gets mentioned more than Beyoncé on earnings calls? We used our Earnings Transcript Search Engine so you will need to wonder no more.

The ai Corporation adds exploratory data analysis functionality to beat fraud

The Paypers

(The Paypers) The ai Corporation (ai) has added to its automated machine learning solution exploratory data analysis (EDA) and impact analysis functionality

Payment21 teams up with Coinfirm to integrate blockchain analysis solutions

The Paypers

(The Paypers) Payment21 , a Switzerland-based Bitcoin processor which provides AML-compliant cryptocurrency transactions, has partnered with the blockchain regtech company Coinfirm

New custom cost analysis tool from Ripple

The Paypers

(The Paypers) Ripple , a real-time gross settlement system, currency exchange and remittance network, has rolled out a new tool to help banks analyse cross-border payment costs

Total Indian FinTech Investments and Segment-Wise Analysis [Infographic]

Let's Talk Payments

There are around 600+ FinTech startups in India and more than half are more than PowerPoint startups. Out of the 600 FinTech startups in India, around 65+ have raised funding. Fintech Funding India Insights Asia insights

Zac Sheffer of Elsen on data analysis and Boston’s thriving fintech scene

BankNXT

Shaun Weston talks to Zac Sheffer from Elsen about data analysis, machine learning, engineering, financial services and the startup scene in Boston. Zac Sheffer of Elsen on data analysis and Boston’s thriving fintech scene on BankNXT. Fintech Podcasts analytics BankNXT Fintech Podcast big data business data entrepreneur interview machine learning sovereign identity