Tom Tunguz

JANUARY 17, 2019

AI Agencies use machine learning to disrupt a market dominated by agencies. Often, these startups begin as software companies selling machine learning software into agencies. The startup leverages machine learning under the hood. I expect this trend to continue across all major agency segments.

Machine Learning 233

Machine Learning Artificial Intelligence AI Startup 233

SaaStr

OCTOBER 11, 2024

Four portfolio companies join Sameer to talk about three trends of the Cloud AI Era. Trend #1: Foundation Models Many models exist: open source, closed source, frontier models. When Jasper launched in 2019, it started with one model. In 2019, Jasper introduced people to LLMs. Let’s run the ad!”

Cloud 173

Cloud AI Artificial Intelligence Healthcare 173

Tom Tunguz

NOVEMBER 15, 2023

It depends on the use case & the amount of optimization one is willing to commit to the model. Earlier this week, OpenAI announced a 3x reduction in costs - a trend that will continue as engineers optimize the chips, the algorithms, & the systems for AI. These prices aren’t fixed.

Artificial Intelligence 340

Artificial Intelligence AI Engineering Trends 340

SaaStr

DECEMBER 8, 2023

At SaaStr Annual , he was joined by Jordan Tigani, Founder and CEO of Mother Duck Maggie Hott, GTM at OpenAI , and Sharon Zhou, Co-Founder and CEO of Lamini to discuss the new architecture for building Software-as-a-Service applications with data and machine learning at their core. You can no longer ask a million discovery questions.

Artificial Intelligence 314

Artificial Intelligence AI ChatGPT Software Engineering 314

Clouded Judgement

JANUARY 24, 2025

Every week I’ll provide updates on the latest trends in cloud software companies. A core question is whether these powerful reasoning models truly “generalize” well. In AI terminology, “generalizing” refers to a model’s ability to apply learned knowledge to new tasks or unseen data.

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User Pilot

DECEMBER 20, 2023

Machine learning is a trending topic that has exploded in interest recently. Coupled closely together with Machine Learning is customer data. Combining customer data & machine learning unlocks the power of big data. What is machine learning?

Artificial Intelligence 105

Artificial Intelligence Machine Learning Data Social Media 105

Clouded Judgement

AUGUST 25, 2023

Our modern and intuitive SaaS platform combines our proprietary data and application layers into one vertically-integrated solution with advanced machine learning and artificial intelligence capabilities.

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Benchmarks Artificial Intelligence Data Software Review 246

User Pilot

MAY 10, 2023

Apart from artificial intelligence itself, AI is often referred to as Deep Learning and Machine Learning (ML) technologies and Natural Language Processing (NLP). Market and user research AI-powered tools can analyze large volumes of data to reveal market trends and potential opportunities.

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Artificial Intelligence AI Management Machine Learning 98

Scytale

FEBRUARY 25, 2025

As technology continues to evolve, compliance industry trends and requirements adapt accordingly. Compliance trends in 2025 continue to be influenced by emerging technologies such as artificial intelligence, Internet of Things, blockchain, and cloud computing.

compliance 52

compliance Artificial Intelligence Trends Cybersecurity 52

SaaStr

MARCH 8, 2024

With everything in AI moving so rapidly, what’s the best way to price Artificial Intelligence products or SaaS tools with custom AI features and integrations? So we asked the expert, Sandhya Hegde, General Partner at Unusual Ventures to share her best practices and trends for pricing and packaging AI products.

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Clouded Judgement

FEBRUARY 7, 2025

Every week I’ll provide updates on the latest trends in cloud software companies. These seem like perfect fits for LLM based applicatiosn. Perfect for a LLM! Follow along to stay up to date! There are so many of these workflows out there today, and many of them are quite manual. What do all of these have in common?

Systems Review 144

Systems Review Cloud AI Artificial Intelligence 144

Clouded Judgement

JULY 16, 2024

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.

Benchmarks 295

Benchmarks Data Machine Learning Artificial Intelligence 295

Tom Tunguz

JANUARY 26, 2017

In other words, if machine learning startups raised the same amount of money in 2016 is 2010, the chart would show a value of 1. Advertising technology has seen a resurgence in 2016, reversing a three year trend of declines. Machine learning startups continue to raise ever more capital, as do big data companies.

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Intercom, Inc.

JULY 25, 2022

Below, we take a deeper dive into the report’s key data and trends. Discover the top trends transforming customer engagement. The report Future-Proofing Businesses with Modern Customer Engagement reveals the top trends emerging in the customer engagement landscape in 2022 and beyond.

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Technical Review Engagement Artificial Intelligence Systems Review 209

User Pilot

SEPTEMBER 7, 2023

It’s crucial to stay updated with the latest trends in customer analytics to better understand customers and make the most out of collected data! So, let’s see 8 critical trends you can follow to stay on track with the changes and how you can apply them to achieve product growth. How to apply this trend?

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Artificial Intelligence Trends Technical Advisors Machine Learning 105

Intercom, Inc.

JANUARY 31, 2023

The trickiest thing about large language models (LLMs) is that they’re great at appearing plausible, even when they’re wrong. Large language models are fantastic at reformatting or reprocessing text that’s already written, so they’re perfectly suited to condensing text.

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Neil Patel

DECEMBER 23, 2020

Language is natural to humans, but the same can’t be said for computers. Natural Language Processing is an area of artificial intelligence (AI) that leans on disciplines like computer science and computational linguistics to enable computers to interpret, comprehend, and manipulate the often arbitrary, ruleless world of human language.

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Artificial Intelligence AI Search Scale Marketing 145

Tom Tunguz

OCTOBER 19, 2021

The trends are ubiquitous and plain. During this period, there have been three main categories of data work: business intelligence, machine learning, and exploratory analytics. We believe the 2020s are the decade of data. The number of data teams is growing as more companies rely on data for daily operations.

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Sales Hiring Machine Learning Artificial Intelligence Data Analysis 335

Tom Tunguz

MAY 22, 2024

” And this trend should continue with the next generation architecture, Blackwell. “Meta’s announcement of Llama 3, their latest large language model, which was trained on a cluster of 24,000 H100 GPUs.” Anthropic has said models could cost $100b to train in 2 years. Neither do the profits!

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Artificial Intelligence Cloud AI Government 229

SaaStr

JANUARY 17, 2025

Pricing Strategy : Consider whether AI features should be packaged as part of existing products or as separate offerings, based on how value scales with usage.

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AI Cybersecurity User Experience Scaling 264

User Pilot

JANUARY 14, 2024

Let’s check out 11 predictions on product management trends in 2024. This will include the use of predictive analytics to forecast user behavior trends. 11 product management trends and predictions for 2024 What trends should product teams look out for in 2024 ? What does 2024 have in stock for product managers ?

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Artificial Intelligence Trends Technical Review Management 103

SaaStr

MARCH 13, 2024

A panel of AI-driven organizations took the stage at SaaStr Annual to talk about the trends and opportunities of GenAI and how it’s shaped their companies. Do you want to build your own LLM and build it in-house? Is Generative AI going to be transformative or incremental for your startup?

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Generative AI AI Cloud Startup 277

Neil Patel

FEBRUARY 3, 2023

So, to understand future search trends, we must look at what’s shifted. Other than the increased use of voice search, we’re now seeing the integration of artificial intelligence (AI) into search algorithms. Leveraging social media marketing with video will be one of the big-deal SEO trends for 2023. Think about it.

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AI Search Trends Artificial Intelligence AI 144

Tom Tunguz

JANUARY 23, 2023

The transcript highlights the major trends in software of 2023. Below, I’ve listed those trends with data & excerpts from the earnings call transcript. Machine Learning is a Secular Platform Change & a Growth Driver for Software The age of AI is upon us, and Microsoft is powering it.

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Azure Underperforming Technical Team Machine Learning Artificial Intelligence 256

SaaStr

APRIL 4, 2019

In the last two years there have been so many new services around security, around machine learning that literally did not exist. Eyal Manor: Yes, so one trend I’ve been observing in the past two years is first of all is the rise of containers and the rise of Kubernetes. Just two years ago what type of services you had.

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Cloud Scale Trends Machine Learning 173

Tom Tunguz

JULY 8, 2020

Cloud Data Lakes are a trend we’ve been excited about for a long time at Redpoint. This modern architecture for data analysis, operational metrics, and machine learning enables companies to process data in new ways. I’ll also be speaking, sharing some of the trends we see in this space.

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Data Analysis Cloud Data Scaling 258

Payrix

JANUARY 28, 2025

With decades of experience in payments, Matt provided invaluable insights on emerging trends, regulatory changes, and the future of Embedded Finance. He highlighted three pivotal trends for 2025: Regulatory shifts : As the U.S. He highlighted three pivotal trends for 2025: Regulatory shifts : As the U.S.

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User Pilot

DECEMBER 21, 2023

is a pioneering weekly podcast that pushes the boundaries of artificial intelligence in content creation. is a pioneering weekly podcast that pushes the boundaries of artificial intelligence in content creation. is a pioneering weekly podcast that pushes the boundaries of artificial intelligence in content creation.

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Artificial Intelligence Technical Review Technology AI 104

Tom Tunguz

FEBRUARY 1, 2023

Incumbents have lept onto advances in generative machine learning more aggressively than any trend in recent technology history. As startups incorporate generative machine learning into their products or develop new products, understanding the competitive dynamic with incumbents will be more important than before.

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User Pilot

MAY 16, 2023

Looking to implement the top customer engagement trends in 2023 for your SaaS business? Staying on top of the engagement trends is a must for product growth and staying ahead of your competition. This article has compiled the top 13 SaaS customer engagement trends you should follow in 2023 to help you navigate the emerging trends.

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Trends Engagement Artificial Intelligence Machine Learning 98

Neil Patel

NOVEMBER 17, 2020

Thankfully, technological advancements like artificial intelligence (AI) are here to save the day. How Can Artificial Intelligence Help Your PPC Campaigns? Using machine learning and gathering data from different platforms, AI copywriting tools have “mastered” the art of writing great ad copy.

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Artificial Intelligence AI Search AI Scale 145

SaaStr

FEBRUARY 19, 2020

5G, the Internet of Things, AI and Machine Learning, Wearables, Virtual Reality…these buzzwords are dominating the world of tech as the technologies they represent drive global cultural and business trends. By Karen Rubin, Owl Labs Chief Revenue Officer.

Artificial Intelligence 333

Artificial Intelligence Machine Learning AI Technology 333

Neil Patel

NOVEMBER 19, 2020

Do terms like “AI” and “machine learning” make you think of robots and science fiction? AI is somewhat part of augmented intelligence tools’ technology, but how is it used in marketing right now? What is Augmented Intelligence? What that means is that augmented intelligence isn’t just about creating super smart machines.

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Artificial Intelligence AI Search Marketing AI 145

SaaStr

APRIL 13, 2025

10 Trends To Watch Right Now. In short, AI isnt going to kill existing B2B startups outright, but its going to separate the winners from the losers much faster than before. Have you stepped up? AI is Already Remaking SaaS. And Not Fall Behind On. Those that dont will struggle to compete in an increasingly crowded and fast-moving market.

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AI B2B Startup Innovation 165

User Pilot

FEBRUARY 21, 2024

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 ? Top 14 data analytics trends As we mentioned, analytics is more than an advantage, it is a necessity. Product analysis with Userpilot.

Trends 102

Trends Artificial Intelligence Data Outsourced Development 102

Neil Patel

OCTOBER 12, 2020

By using artificial intelligence like voice recognition and natural language processing (NLP) to understand requests and machine learning to collect data, identify patterns, and “learn” user preferences. Well, artificial intelligence is doing the same thing. You’re not alone.

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