NLP in Commercial Banks
Monitor Macro and Micro Trends to Uncover Credit, Liquidity, Lending Risk
Reduce Risk & Optimize Lending Decisions
Become more competitive by leveraging AI in banking.
Implement NLP applications that reduce credit risk, liquidity risk and lending risk.
Credit Risk
Liquidity Risk
Lending Risk
Maximize growth opportunities
Improve customer experience and identify new lending products with insights from unstructured text data. Tap into customer communications, internal company documents, plus external data sources and alternative data, such as SEC Filings, earning calls transcripts, analyst commentary, global events, regulatory and legal documents, and ESG factors.
AI Solutions for Banking
Monitor macro and micro trends within FinTech and stay on top of new regulations
Improve Investment Evaluation – Identify untapped investment opportunities and monitor existing investments
Leverage alternative data to monitor companies and identify early warning credit risk signals
Analyze SEC Filings for various KPIs under Compliance, Risk, Financials and more. Understand a company’s exposure to ESG practices for risk management.
Identify Innovative New Products and Offers – mine customer communications in emails, texts, and call transcripts to understand customer needs today and identify trends for the future
Automate manual workflows such as credit lending decisions, loan underwriting and application processing to free up employees to do more value-add work.
Track Risk Signals, Conduct Due Diligence, and Monitor Companies
Data Sources
- News / Blogs / SEC Filings
- Subscription Sources
- Dow Jones News
- + BYO Sources
- Analyst Ratings
- Factset / Earnings Call Transcripts
- Moody’s NewsEdge
- Morningstar
- MSCI / ESG Ratings
- Internal Company Documents
Entities
- 20,000 U.S. Equities
- 30,000 International Equities
- + BYO Entities
- 65 Commodities
- 100+ Cryptocurrencies
- 20 FOREX Exchanges
- 80 Country Exchanges
Themes
- 250+ Themes
- Cryptocurrency, Companies, Exchanges
- + BYO Themes
- COVID-19
- Credit Risk
- M&A
- Macro-Economic
- Speculation
- ESG Factors
View Accern AI / ML / NLP Dashboards
Sentiment Scores for Risk Events by Company
Monitor Credit, Liquidity, Lending Risk in Commercial Banking
Watch this 3-min Video
Using the Accern NoCodeNLP solution meant that we did not have to invest years and millions of dollars to create a taxonomy of over 10 million keywords related to companies, people, places, events and more.
Data Scientist, Commercial Bank
Reduce Credit Risk and Optimize Lending Decisions
with the Accern NoCodeNLP Platform
Improve Your Ability to Compete!
No Code
No procuring data sources
No building taxonomies
No training NLP models
No complexity
BYO & customize workflows
Latest Resources
Blog
5 Reasons NLP is Beneficial
for Credit Lending Decisions
Blog
Using Artificial Intelligence to
Manage Counterparty and Credit Risk
Case Study
Accern helps Fundomate automate
business funding and assess risk.