Exec Tech
When is your AI system done?
Ensuring your system works for all edge cases can take considerable time and investment.
August 16, 2022
Category: Exec Tech
Exec Tech
Is AI testing like software testing?
There’s much similarity between testing applied AI/ML (For brevity, I’ll just refer to these as “AI”) applications and traditional software[1]. Regardless of the vertical and the type of model and architecture, these similarities have worked in the industry’s favor as traditional software CI/CD processes and technologies have readily embraced AI applications with a plethora of
July 22, 2022
Exec Tech
Hourly rate or total cost
Last week, I searched online for IT outsourcing advice to see what I would find. It was an eye-opening experience to see the topic is dominated by one thing – hourly rates.
July 6, 2022
Exec Tech
How pre-trained AI models increase ROI
The availability of pre-trained AI models is enabling lower cost, low risk development of AI applications.
July 5, 2022
Exec Tech
Do AI Systems Get Smarter Over Time?
AI systems are smart, but they do not learn after they are deployed. The “learning” part of an AI system happens during training. Once trained, the model is static until you retrain. Retraining can be expensive, time-consuming, and difficult because of the need for new, labeled data.
June 7, 2022
Artificial Intelligence
5 Things That Keep an AI Project from Being Successful
Many Artificial Intelligence initiatives are doomed from the start – but needn’t be. Here are five things that keep AI projects from achieving success. 1. No Strong Center A successful AI project requires a well-defined center and clear goals. Why are you doing AI? What is the vision for the future? The inability to answer
June 7, 2022
Artificial Intelligence
Keys to Succeeding with AI
While hiring smart people and providing a sandbox environment seems an obvious place to begin, real-world AI initiatives gain little from sandbox innovation. An effective AI initiative needs top-down vision, strategy, and tempo. Decide what elements of AI define the future of your industry and link those to strategic capabilities your company will need to
June 7, 2022
