CIO Business Intelligence

SEPTEMBER 27, 2023

By suggesting a number of use cases, we further encourage experimentation and creative application.” All of this is a byproduct of training the model against implementation guides, knowledge bases, and other internal documentation that is refined against customer questions and responses, Lloyd says.

Strategy 126

Strategy Data-driven Risk Technology 126

CIO Business Intelligence

OCTOBER 5, 2023

Sandeep Davé knows the value of experimentation as well as anyone. Davé and his team’s achievements in AI are due in large part to creating opportunities for experimentation — and ensuring those experiments align with CBRE’s business strategy. This is partly why partnerships have been integral to CBRE’s strategy.

Experimentation 130

Experimentation Strategy Machine Learning Interactive 130

Rocket-Powered Data Science

OCTOBER 16, 2020

Be sure to listen to the full recording of our lively conversation, which covered Data Literacy, Data Strategy, Data Leadership, and more. Images, text, documents, audio, video and all the apps on your phone, all the things you search for on the internet? How To Build A Successful Enterprise Data Strategy. That’s data.

Digital Transformation 142

Digital Transformation Experimentation Data Science Data Strategy 142

CIO Business Intelligence

MARCH 19, 2025

CIOs have the daunting task of educating it on the various flavors of this capability, and steering them to the most beneficial investments and strategies. When I joined RGA, there was already a recognition that we could grow the business by building an enterprise data strategy. When the board says, AI! Thats a critical piece.

Metrics 64

Metrics Enterprise Cost-Benefit Experimentation 64

CIO Business Intelligence

MAY 9, 2024

Experimentation drives momentum: How do we maximize the value of a given technology? Via experimentation. This can be as simple as a Google Sheet or sharing examples at weekly all-hands meetings Many enterprises do “blameless postmortems” to encourage experimentation without fear of making mistakes and reprisal.

Enterprise 122

Enterprise Experimentation Sales Manufacturing 122

CIO Business Intelligence

APRIL 12, 2024

Representatives from Goldman Sachs, JP Morgan Chase, and Morgan Stanley did not immediately respond to requests for comment on their companies’ plans to implement AI or its potential to change their hiring strategies.

Experimentation 143

Experimentation Reporting Testing Statistics 143

CIO Business Intelligence

JULY 31, 2023

They note, too, that CIOs — being top technologists within their organizations — will be running point on those concerns as companies establish their gen AI strategies. Here’s a rundown of the top 20 issues shaping gen AI strategies today. says CIOs should apply agile processes to their gen AI strategy. It’s not a hammer.

Strategy 98

Strategy Risk Enterprise Risk Management 98

CIO Business Intelligence

JULY 1, 2024

By documenting cases where automated systems misbehave, glitch or jeopardize users, we can better discern problematic patterns and mitigate risks. Incident reporting can help AI researchers and developers to learn from past failures. Novel problems Without an adequate incident reporting framework, systemic problems could set in.

Reporting 129

Reporting Risk Management Experimentation Risk 129

CIO Business Intelligence

AUGUST 15, 2024

Generative AI has been hyped so much over the past two years that observers see an inevitable course correction ahead — one that should prompt CIOs to rethink their gen AI strategies. As the gen AI hype subsides, Stephenson sees IT leaders reevaluating their strategies in favor of other AI technologies. Wade in carefully,” he says.

ROI 143

ROI Cost-Benefit Experimentation Deep Learning 143

CIO Business Intelligence

DECEMBER 19, 2023

This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs to update their AI transformation strategies frequently. These workstreams require documenting a vision, assigning leaders, and empowering teams to experiment.

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

CIO Business Intelligence

NOVEMBER 21, 2023

That’s where an IT strategy that frames shadow IT as an opportunity for improved collaboration can have a profound impact. Catalog risks, prioritize opportunities, promote financial controls Shadow IT gives IT leaders an opportunity to reassess their strategies around departmental technology solutions.

IT 137

IT Risk Cost-Benefit Data Science 137

CIO Business Intelligence

AUGUST 20, 2024

This shift in focus requires teams to understand business strategy, market trends, customer needs, and value propositions. One way to do this is to ensure all digital transformation initiatives have documented vision statements and clearly defined business and end-user objectives when scheduling major deployments.

IT 141

IT Digital Transformation Experimentation Risk 141

CIO Business Intelligence

JANUARY 24, 2025

Engagement with leadership and upskilling for personnel help develop the conditions for AI innovation and experimentation to take place, she says. Like many companies, bp is also using genAI to extract information from documents, summarize meetings, and so on, freeing up office workers time for more strategic activities.

Digital Transformation 59

Digital Transformation B2B Testing Experimentation 59

AWS Big Data

JUNE 11, 2024

Each index shard may occupy different sizes based on its number of documents. In addition to the number of documents, one of the important factors that determine the size of the index shard is the compression strategy used for an index. As part of an indexing operation, the ingested documents are stored as immutable segments.

Optimization 88

Optimization Experimentation Cost-Benefit Software 88

CIO Business Intelligence

AUGUST 14, 2024

In fact, many similar advantages and disadvantages will likely apply to any AI platform provider that enterprises choose, and CIOs need to consider these wider questions in their gen AI strategy. If you pull your data from a document with no permission set on it, then there’s no information to be had,” he adds. This isn’t a new issue.

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

CIO Business Intelligence

FEBRUARY 7, 2024

Stephen Franchetti, CIO of Samsara, a fleet management SaaS provider that went public in 2021, believes the only way to optimize your AI strategy (or any emerging technology strategy, in fact) is with a bottoms-up approach. We’ve seen an ongoing iteration of experimentation with a number of promising pilots in production,” he says.

KPI 105

KPI Measurement Experimentation Finance 105

CIO Business Intelligence

APRIL 2, 2024

Underpinning these initiatives is a slew of technology capabilities and strategies aimed at accelerating delivery cycles, such as establishing product management disciplines, building cloud architectures, developing devops capabilities, and fostering agile cultures.

Management 140

Management Digital Transformation Testing Experimentation 140

CIO Business Intelligence

MARCH 5, 2024

Many other platforms, such as Coveo’s Relative Generative Answering , Quickbase AI , and LaunchDarkly’s Product Experimentation , have embedded virtual assistant capabilities but don’t brand them copilots. Today, top AI-assistant capabilities delivering results include generating code, test cases, and documentation.

Advertising 124

Advertising Cost-Benefit Experimentation Software 124

CIO Business Intelligence

APRIL 24, 2024

Then the CIO can use that knowledge to ensure the success of technology initiatives that support business strategy, and then continue to expand their knowledge of finance and business from IT to the company as a whole. Developing and envisioning an AI-driven strategy is absolutely part of the equation,” he says.

Sales 128

Sales Finance Experimentation Cost-Benefit 128

AWS Big Data

AUGUST 21, 2023

Lexical search looks for words in the documents that appear in the queries. Background A search engine is a special kind of database, allowing you to store documents and data and then run queries to retrieve the most relevant ones. OpenSearch Service supports a variety of search and relevance ranking techniques.

Data Processing 96

Data Processing Visualization Experimentation Metrics 96

CIO Business Intelligence

AUGUST 21, 2024

Then there’s the risk of malicious code injections, where the code is hidden inside documents read by an AI agent, and the AI then executes the code. Sinclair Schuller, partner at EY, says there are a few main strategies to secure multi-agent AI, on top of guardrails already set up for underlying gen AI models.

Risk 136

Risk Insurance Cost-Benefit Software 136

CIO Business Intelligence

APRIL 4, 2022

As the dust has settled, many tech leaders have found that changes they were forced to make to their work strategies, leadership styles, and team structures have turned out to be team-transforming epiphanies that will endure going forward. The team was helped with live augmented reality annotations to document each step. “We

Experimentation 133

Experimentation Interactive Business Objectives Manufacturing 133

CIO Business Intelligence

DECEMBER 7, 2023

Over the last year, generative AI—a form of artificial intelligence that can compose original text, images, computer code, and other content—has gone from experimental curiosity to a tech revolution that could be one of the biggest business disruptors of our generation. Likewise, they realize that human talent will be central to success.

Insurance 89

Insurance Experimentation Finance Data Governance 89

Dataiku

MARCH 25, 2024

OBELICS is an open, massive, and curated collection of interleaved image-text web documents, containing 141 million English documents, 115 billion text tokens, and 353 million images, extracted from Common Crawl dumps between February 2020 and February 2023.

Visualization 132

Visualization Modeling Experimentation Testing 132

CIO Business Intelligence

JULY 3, 2023

The 2023 State of the CIO survey reveals that 71% of CIO respondents anticipate greater involvement in business strategy over the next three years with 85% stating they were becoming more digital- and innovation-focused. These models can extract meaning from digital data at scale and speed beyond the capabilities of human analysts.

Management 105

Management Experimentation Modeling Enterprise 105

Domino Data Lab

FEBRUARY 12, 2020

If you’re wondering if Ray should be part of your technical strategy for Python-based applications, especially ML and AI, this post is for you. Think of how a game player (or simulator) adapts to the evolving state of a game, improving strategy, trying new tactics, etc. If your team has started using ? for hyper parameter tuning, and

Experimentation 137

Experimentation Modeling Data Science Machine Learning 137

AWS Big Data

JANUARY 9, 2024

Lexical search In lexical search, the search engine compares the words in the search query to the words in the documents, matching word for word. Semantic search doesn’t match individual query terms—it finds documents whose vector embedding is near the query’s embedding in the vector space and therefore semantically similar to the query.

Visualization 107

Visualization Cost-Benefit Modeling Machine Learning 107

CIO Business Intelligence

OCTOBER 18, 2023

We’re seeing lots and lots of pilots,” says Gartner AI analyst Arun Chandrasekaran, who notes content creation, document summarization, sentiment analysis, and enterprise search chief among the initial use cases. Generative AI, IT Leadership, IT Strategy Apex is among the first to implement this into production,” Morgan says.

Risk 141

Risk Manufacturing Enterprise Technology 141

CIO Business Intelligence

AUGUST 1, 2023

As many CIOs prepare their 2024 budgets and digital transformation priorities, developing a strategy that seeks opportunities to evolve business models, targets near-term operational impacts, prioritizes where employees should experiment, and defines AI-related risk-mitigating plans is imperative.

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Experimentation 98

Cloudera

OCTOBER 18, 2023

In this year’s post, I’ve collected cost-reduction strategies — augmented by the capabilities of generative AI — and innovative approaches that promise to accelerate cost-reduction and reshape the financial services landscape in the year ahead. Automated documentation generation: Generating documentation is time consuming and tedious.

Cost-Benefit 79

Cost-Benefit Testing Machine Learning Optimization 79

AWS Big Data

SEPTEMBER 13, 2024

CFM takes a scientific approach to finance, using quantitative and systematic techniques to develop the best investment strategies. Publicly documented examples include the usage of satellite imagery of mall parking lots to estimate trends in consumer behavior and its impact on stock prices.

Interactive 87

Interactive Strategy Cost-Benefit Data Governance 87

CIO Business Intelligence

APRIL 15, 2024

Given the speed required, Lowden established a specialized team for the project to encourage a culture of experimentation and “moving fast to learn fast.” “You One of the challenging things we found was in getting the content right, the source documents to feed the LLM,” Lowden says. The quality of the content is everything.”

Testing 102

Testing Machine Learning Data Quality Experimentation 102

CIO Business Intelligence

MAY 30, 2024

Plus, it’s used to speed up procurement analysis and insights into negotiation strategies, and reduce hiring costs with resume screening and automated candidate profile recommendations. After this project, we’ll constantly introduce AI on other sectors and services like control of travel documentation.”

Cost-Benefit 119

Cost-Benefit Sales Modeling Experimentation 119

DataRobot Blog

NOVEMBER 15, 2022

At the event, a financial services panel discussion shared why iteration and experimentation are critical in an AI-driven data science environment. The panel discussion focused on Boyd’s Law of Iteration—a theory from dogfighting (military aviation strategy) which believes that the speed of iteration beats the quality of iteration.

Big Data 52

Big Data Experimentation Machine Learning Data-driven 52

CIO Business Intelligence

AUGUST 17, 2023

Generative AI is a key part of our business strategy, facilitating growth with AI-enabled processes already live in production,” he says. Neil Ward-Dutton, VP, AI and Intelligent Process Automation European Practices at IDC , suggests that generative AI usage is high but business strategy may lag.

Risk 98

Risk Cost-Benefit Strategy Unstructured Data 98

Cloudera

OCTOBER 8, 2024

By 2023, the focus shifted towards experimentation. Detailed Data and Model Lineage Tracking*: Ensures comprehensive tracking and documentation of data transformations and model lifecycle events, enhancing reproducibility and auditability. These innovations pushed the boundaries of what generative AI could achieve.

Optimization 75

Optimization Experimentation Metrics Enterprise 75

Smarten

MAY 17, 2023

Because these offerings are evolving quickly, and many of the gaps and risks are not yet well understood, it is important to test and try these tools in an experimental environment so your business can explore the potential without opening itself to risk, liability and issues with user and customer satisfaction issues.

Digital Transformation 52

Digital Transformation Experimentation Risk Testing 52