Artificial Intelligence (AI) Insights

AI, AI Ethics, Artificial Intelligence, Data Science, Security

Data Scientists: The Federal Government’s Key to AI Success

Excella’s own Aaron Pujanandez recently engaged in a thought-provoking conversation with John Gilroy on the...

AI, AI Ethics, ai security, Artificial Intelligence, ChatGPT, Explainable AI, Human in the loop

3 Components of Ethical Artificial Intelligence 

The concept of artificial intelligence (AI) has been around since the middle of the 20th century, but...

AI Ethics, Artificial Intelligence, Human in the loop

When (and Why) AI Needs a Human in the Loop

In the past five years, artificial intelligence (AI) adoption has more than doubled, fueled in part...

Artificial Intelligence, Cybersecurity, Security, Zero Trust

How to Deliver Impactful Software with Doguhan Uluca and Keith Mealo

In case you missed it, Excella Principal Fellow, Doguhan Uluca, and Senior Engagement Manager, Keith...

Excella Innovators: Taylor Bird

Meet Taylor Bird, Lead Consultant, Data Scientist, and Xpert candidate at Excella. We sat down...

AI Ethics, Explainable AI, XAI

XAI: Explainable AI – What is It & Why is it Important?

Recently, we sat down with John Gilroy with Federal Tech Talk to talk about an...

Agile, Artificial Intelligence, Business Analysis, Machine Learning

Understanding Your Business Needs Before Building AI

Use an Agile Approach to Define Business Needs & Develop an Effective ML Strategy  ...

ai security, AWS, AWS Summit, Cloud, healthcare ai, legacy system

Innovation in Public Health, Education, and Security at the AWS Summit

Through our partnership with AWS, we attended the AWS Summit in Washington, DC. In the...

Agile for AI development, AI framework refinement loop, AI lean canvas, AI solutions, Benefits of AI framework, Lean canvas

Using a Lean Canvas to Refine AI Solutions

To build valuable artificial intelligence/machine learning (AI/ML) solutions, it is essential to have a clear...

Adversarial Machine Learning, data phishing privacy attack, Data Poisoning Attack, DDoS attack, Distributed Denial of Service Attack, ML model security, ML Security, online adversarial attack, Transfer Learning Attack

ML Model Security – Preventing The 6 Most Common Attacks

Security is an essential part of any machine learning (ML) model, especially when it comes...

Agile for AI, Agile for AI development, Agile for AI vs. Software Development, Agile for machine learning, Agile for ML, Agile principles, Benefits of Agile for AI

Is Agile for AI Possible? Yes.

Many people think that Agile approaches don’t work for AI efforts; that there is a...

AI, Machine Learning, machine learning operations, ML at scale, ML solutions, mlops

MLOps: Your Guide To Sustainable Solutions At Scale

The demand for AI continues to increase across private and public organizations and sectors. Bloomberg...