Analysis Architecture Enterprise Systems 
CIO Business Intelligence
MARCH 25, 2025
Accenture reports that the top three sources of technical debt are enterprise applications, AI, and enterprise architecture. Build up: Databases that have grown in size, complexity, and usage build up the need to rearchitect the model and architecture to support that growth over time.
CIO Business Intelligence
FEBRUARY 18, 2025
In a study by OReilly, 48% of businesses utilize machine learning, data analysis and AI tools to maintain data accuracy , underscoring the importance of solid data foundations for AI initiatives. Absent quality data, AI will only replicate quality issues broadly in the enterprise and introduce widespread risk in decision quality.
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CIO Business Intelligence
DECEMBER 5, 2023
West Monroe’s Tanowitz agrees, saying, “There’s cloud spend where immature governance approaches have resulted in excess consumption that can be reduced when a holistic cloud architecture approach is taken.” In addition to cloud consumption, there may be drivers at play. IT leaders may also find that some work can be insourced more cheaply.
CIO Business Intelligence
MAY 25, 2022
A product’s requirements are defined in this phase, based on factors such as competitor analysis, gaps in the market, or customer needs. It includes validation and analysis of the planned product, and prototype development and piloting. Develop: Detailed design of the product occurs in this phase, including necessary tool designs.
CIO Business Intelligence
FEBRUARY 20, 2024
As enterprise CIOs seek to find the ideal balance between the cloud and on-prem for their IT workloads, they may find themselves dealing with surprises they did not anticipate — ones where the promise of the cloud, and cloud vendors, fall short versus the realities of enterprise IT.
CIO Business Intelligence
JUNE 16, 2022
Since those early inhouse iterations, BPM systems have evolved into excellent full-fleged platforms for tracking and fine-tuning everything that happens inside an organization, complete with a wide variety of interfaces for working with other standard enterprise systems such as accounting software or assembly line management systems.
CIO Business Intelligence
SEPTEMBER 21, 2023
Embedded AI Embedding AI into enterprise systems that employees were already using was a trend before gen AI came along. ML was used for sentiment analysis, and to scan documents, classify images, transcribe recordings, and other specific functions. We have a plugin architecture,” says PwC’s Greenstein.
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