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The Feedback Loops in Data that Will Change SaaS Architecture

Tom Tunguz

A company with this architecture will map out the customer journey sufficiently well to develop proxy metrics , leading indicators of customer behavior. A data scientist might develop a churn prediction algorithm. Data like customer contracts, contact history, event attendance, product usage. Should a sales person call them?

Data 363
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OneStream: Benchmarking the S1 Data

Clouded Judgement

With embedded applied AI and machine learning technologies built specifically for Finance, our platform automates and streamlines workflows, accelerates analysis and improves forecast accuracy, equipping the Office of the CFO to report on, predict and guide business performance.

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Marketing Teams as Hedge Funds

Tom Tunguz

Marketing teams develop a portfolio of different strategies to acquire leads. Big Data, DevOps, microservices, AI, data contracts. How do they differ from classic machine learning? As these waves form, buyers seek insight & vendors have an opportunity to build trust & develop a brand educating the market.

Marketing 230
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The Convergence of Data & Software Engineering in the Age of AI

Tom Tunguz

Core Eng Data Eng Products Data Products Microservices Data Mesh Service Level Agreements Data Contracts Access Control Data Security Observability Data Observability This convergence signals how far data teams have evolved into core engineering teams. They are central to product development & operations in technology companies.

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Scaling a SaaS Startup to $1B+ ARR: Insights from UiPath’s CEO and Founder (Podcast +Video)

SaaStr

From its humble beginnings as a one-click dictionary solution to becoming an industry leader in RPA program development, UiPath’s story offers valuable insights for SaaS entrepreneurs looking to scale their own automation initiatives. They went to India for a few months to develop a prototype and realized this was where the market was.

Scale 246
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Unlocking Growth in the Internet Economy: a Perspective from Stripe Head of Invoicing, Suzanne Xie (Video)

SaaStr

As your business grows in complexity, these drags on your infrastructure can impact your product development. You can now outsource most of your business needs, from e-commerce (like Shopify) to website building (like Wix). You get a service, you get a service, you get a service—everything is a service now.”. Key takeaways.

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Top 10 Trends for Data in 2024

Tom Tunguz

If you’re curious about the evolution of the LLM stack or the requirements to build a product with LLMs, please see Theory’s series on the topic here called From Model to Machine. Data Teams are Becoming Software Teams : DevOps created a movement within software development that empowers developers to run the software they wrote.