Remove Modeling Remove Reporting Remove Risk Remove Software
article thumbnail

Top 4 focus areas for securing your software supply chain

CIO Business Intelligence

The complexity of the software supply chain (SSC) has the potential to expose your organization to greater risk than ever before. In today’s fast-paced software development landscape, managing and securing the software supply chain is crucial for delivering reliable and trusted software releases.

article thumbnail

How to use foundation models and trusted governance to manage AI workflow risk

IBM Big Data Hub

As more businesses use AI systems and the technology continues to mature and change, improper use could expose a company to significant financial, operational, regulatory and reputational risks. It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits.

Risk 75
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Key Success Metrics, Benefits, and Results for Data Observability Using DataKitchen Software

DataKitchen

Key Success Metrics, Benefits, and Results for Data Observability Using DataKitchen Software Lowering Serious Production Errors Key Benefit Errors in production can come from many sources – poor data, problems in the production process, being late, or infrastructure problems. Data errors can cause compliance risks.

Metrics 117
article thumbnail

What is GRC? The rising importance of governance, risk, and compliance

CIO Business Intelligence

The need to manage risk, adhere to regulations, and establish processes to govern those tasks has been part of running an organization as long as there have been businesses to run. Furthermore, the State of Risk & Compliance Report, from GRC software maker NAVEX, found that 20% described their programs as early stage.

Risk 97
article thumbnail

5 Ways Real-Time Financial Reporting Mitigates Enterprise Risk

Jet Global

2020 brought with it a series of events that have increased volatility and risk for most businesses. Clear visibility of what’s happening in the organization requires reliable tools and sound processes for reporting events and conditions in real time. Credit Risk. An area of particular concern is credit risk concentration.

Risk 98
article thumbnail

The Hidden Gem of Savings in the Software Delivery. And no, it’s not AI

CIO Business Intelligence

According to Deloitte research , AI will boost the productivity of software development processes from 50% to 1000%. It will improve project management, help with requirements creation, assist developers with coding, cover the system with auto-tests, report defects, and improve deployment.

article thumbnail

Managing risk in machine learning

O'Reilly on Data

Considerations for a world where ML models are becoming mission critical. As the data community begins to deploy more machine learning (ML) models, I wanted to review some important considerations. Before I continue, it’s important to emphasize that machine learning is much more than building models. Model lifecycle management.