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Beyond “Prompt and Pray”

O'Reilly on Data

This approach delivers substantial benefits: consistent execution, lower costs, better security, and systems that can be maintained like traditional software. Your companys AI assistant confidently tells a customer its processed their urgent withdrawal requestexcept it hasnt, because it misinterpreted the API documentation.

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The Race For Data Quality in a Medallion Architecture

DataKitchen

The Medallion architecture offers several benefits, making it an attractive choice for data engineering teams. Finally, the challenge we are addressing in this document – is how to prove the data is correct at each layer.? How do you ensure data quality in every layer?

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Agentic AI design: An architectural case study

CIO Business Intelligence

The analyst firm Forrester named AI agents as one of its top 10 emerging technologies this year and that it will deliver benefits in the next two to five years. Development teams starting small and building up, learning, testing and figuring out the realities from the hype will be the ones to succeed.

Testing 135
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5 predictions for emerging ’25 technology trends

CIO Business Intelligence

Advances in AI and ML will automate the compliance, testing, documentation and other tasks which can occupy 40-50% of a developers time. The big economic benefits will come from workforce intensive use cases, routine tasks that may involve a thousand or more workflow permutations.

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5 top business use cases for AI agents

CIO Business Intelligence

Meanwhile, in December, OpenAIs new O3 model, an agentic model not yet available to the public, scored 72% on the same test. Mitre has also tested dozens of commercial AI models in a secure Mitre-managed cloud environment with AWS Bedrock. That adds up to millions of documents a month that need to be processed.

Software 143
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Accomplish Agile Business Intelligence & Analytics For Your Business

datapine

Your Chance: Want to test an agile business intelligence solution? No matter if you need to develop a comprehensive online data analysis process or reduce costs of operations, agile BI development will certainly be high on your list of options to get the most out of your projects. Working software over comprehensive documentation.

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How IT leaders use agentic AI for business workflows

CIO Business Intelligence

The study found better oversight of business workflows to be the top perceived benefit of it. She sees potential in using agents to schedule client work and match client requirements with the best-skilled and cost-effective resources. Think summarizing, reviewing, even flagging risk across thousands of documents.

IT 130