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The Convergence of Data & Software Engineering in the Age of AI

Tom Tunguz

The patois of data teams has become a dialect of modern engineering teams because the commonalities in the stack. Machine learning’s demand for data has accelerated this movement because AI needs data to function. Twenty years ago, the data team meant managing centralized BI & producing analysis in Excel.

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Top 10 Trends for Data in 2024

Tom Tunguz

At the IMPACT Summit yesterday, I shared our Top 10 Trends for Data in 2024. LLMs Transform the Stack : Large language models transform data in many ways. First, they have driven an increased demand for data and are causing a complete architecture inside companies. Second, they change the way that we manipulate data.

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The Feedback Loops in Data that Will Change SaaS Architecture

Tom Tunguz

About a year ago, I wrote a post on the hub and spoke data model. I thought it would be cloud-prem and customers driving SaaS products to use a single database. I thought it would be cloud-prem and customers driving SaaS products to use a single database. A data scientist might develop a churn prediction algorithm.

Data 363
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14 Data Analytics Trends for 2024: What You Can’t Ignore

User Pilot

In SaaS, the top data analytics trends can either be a revolution or just fluff. So what are the trends in the data analytics landscape that are actually important for product management ? Edge computing : Processes data closer to its source, analyzing data faster, giving real-time insights, and reducing latency and network costs.

Trends 76
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Best Practices To Ease Your SaaS Cloud Security Challenges

Audacix

Table Of Contents SaaS cloud security tools and SaaS providers act as a constructive bridge for cloud infrastructure and application protection. They offer a lot of benefits for your organizations, developers, and consumers while helping them follow the modern cybersecurity guidelines easily. What is SaaS Cloud Security?

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ISVs vs SaaS: What’s the Difference?

Stax

TL;DR ISVs develop and distribute software products independently and often collaborate with hardware manufacturers and platform providers. While they operate under different business models, ISVs and SaaS share similarities in software development, cross-platform accessibility, and industry reach. Learn More What are ISVs?

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How to Accelerate Production Deployment and Embed Trustworthy AI into Commercial Solutions with IBM Embeddable AI Leader George Kreitler

SaaStr

A lot of folks are skeptical about AI and what it’ll do as far as displacing workers, how decisions that are AI-driven will be made, and how we know the data underlying those decisions. You also need data for success. With long-term success comes some approach towards governance, which includes data and AI governance.

AI 221