User Pilot

JANUARY 29, 2024

Data analysis is integral to a product manager’s job – it’s what helps them build impactful products. This article dives deep into data analysis for product managers. User data analysis helps: Provide direction for product development , allowing for effective resource allocation.

Data Analysis 105

Data Analysis Data Management User Experience 105

SaaStr

JUNE 16, 2025

Content creation, data analysis, customer communications, pitch deck review—all truly transformed. While AI and emerging agent technology are creating unprecedented efficiency gains, they’re simultaneously introducing a new class of cognitive burden that few are discussing.

Technical Advisors 182

Technical Advisors AI Technical Review Systems Review 182

Tom Tunguz

NOVEMBER 5, 2024

Code completion, generation, refactoring, security analysis Education & Librarians 2.37 AI radiology, drug discovery, research analysis Finance 1.13 Public & private company diligence, compliance analysis Marketing & PR 0.9 Powerpoint creation, data analysis Lawyers 0.8 Sales Managers 0.4

Software Review 239

Software Review Technical Review Scale Construction 239

User Pilot

MAY 31, 2023

Wondering how to unlock the full potential of your survey data and if survey data analysis will be of any help? The sheer volume of data generated can quickly become overwhelming, and this is where survey data analysis can help you. Let's check the 5 best survey data analysis methods for SaaS.

Data Analysis 98

Data Analysis Scaling Artificial Intelligence Data 98

The Daily Egg

DECEMBER 25, 2020

But the SEO process itself is a vast undertaking, involving everything from keyword research to data analysis to active outreach. SEO is a vital process for any business hoping to attract traffic online these days. Managing all of those tasks yourself is a tall order—one you probably don’t have a ton of bandwidth for while […].

Data Analysis 354

Data Analysis Data Management Business 354

SaaStr

JUNE 21, 2025

The AI Separation Companies are split into two camps: AI-native: Built from scratch with AI as core functionality AI-features: Bolted AI / ChatGPT onto existing workflows AI-native or close examples: Palantir (data analysis that replaces entire teams) ServiceNow (workflow automation that eliminates manual processes) AI-features examples: Salesforce (..)

B2B 217

B2B Government Healthcare AI 217

Tom Tunguz

APRIL 11, 2023

Millions of people want to try new products, all at once, to answer the question : how could AI help me with my email, my homework, my music creation, my graphic design, my data analysis, my plumbing business? Platform shifts arouse curiosity. In 2008, after the iPhone app store launched, we asked each other, is there an app for that?

ChatGPT 360

ChatGPT AI Search Blockchain Data Analysis 360

Tom Tunguz

MARCH 27, 2023

The data analysis uses the results from the 2023 GTM Survey. These benchmarks suggest startups should plan on materially longer sales cycles into 2023. The antidote: greater pipeline-to-quota coverage ratios by either increasing the top of the funnel or reducing the account executive headcount.

Startup 350

Startup SMB Headcount Sales 350

Tom Tunguz

NOVEMBER 14, 2022

MotherDuck integrates with data transformation layers, data exploration products & BI tools - starting small & growing with the company’s needs. If you’d like to try out the future of data analysis, sign up here.

Cloud 356

Cloud AWS Data Analysis Benchmarks 356

User Pilot

FEBRUARY 28, 2024

Do you get nightmares wondering how users move through your funnel? Funnel tracking software can solve this problem. But with so many tools in the market, which one should you choose for product analytics ? We’ve listed the best ones to simplify things for you. TL;DR Funnel tracking lets you track user activities across various user journeys.

Payment Solutions 105

Payment Solutions Data Analysis Software Review SaaS Payments 105

Tom Tunguz

NOVEMBER 29, 2022

Malloy makes hyperdimensional data analysis straightforward. This is automobile recall data in the US using Malloy. We’re in the Decade of Data. The Modern Data Stack has created many powerful abstractions to enable more insightful data analysis. It’s a hyperdimensional work of art.

Data 283

Data Headcount Data Analysis 283

Inturact

DECEMBER 11, 2023

And one thing that helps in improving user onboarding is — data. User onboarding is never finished and it's always a work in progress. It points out exactly where users are having trouble and why they might be leaving

Data Analysis 110

Data Analysis Onboarding Data 110

Tom Tunguz

OCTOBER 19, 2021

It serves the ‘analytically technical’—the tens of millions of potential data-centric users who struggle with the overhead of modern data analysis tools. Hex empowers them to spend less time dealing with unnecessary friction and more time doing impactful data work.

Sales Hiring 335

Sales Hiring Artificial Intelligence Machine Learning Data Analysis 335

Tom Tunguz

MARCH 21, 2022

This workflow is why data apps are the future. They meld the best attributes of collaborative documents, familiar web interfaces, and repeatable data analysis. Today, Hex announced their $52m Series B , an important milestone for the company leading the data apps movement.

Data 314

Data Data Analysis Pricing Revenue 314

SaaStr

MAY 24, 2025

Data-Driven Territory Planning The company uses data analysis to score and evaluate the potential of different territories, such as city blocks, and uses this information to inform decisions on resourcing, territory building, and compensation.

Strategy 136

Strategy Payment Solutions Payment Methods SMB 136

Tom Tunguz

JULY 7, 2024

Sure enough, ChatGPT answers the question : This pseudocode blends the structured queries of data analysis with the unstructured data contained in a classic novel. But an LLM would understand it : summarize the book Moby Dick in two sentences. This is how Benn views the future of BI BI’s Third Form.

Artificial Intelligence 269

Artificial Intelligence ChatGPT Data Analysis AI 269

User Pilot

MARCH 4, 2024

Step-by-step process to perform behavioral pattern analysis and improve your UX. Looking for ways to uncover behavior patterns (UX) and optimize your product experience? In this article, you’ll learn: Behavioral design principles to incorporate in your user interface and experience.

Data Analysis 105

Data Analysis Data Construction Interviewing 105

TechEmpower SaaS

MARCH 4, 2024

By automating routine tasks, enhancing data analysis, and fostering personalized strategies, this technology is a strategic asset driving our clients towards a future marked by greater efficiency, cost-effectiveness, and innovation.

Generative AI 443

Generative AI CTO Hire AI Sales Recruiting 443

Tom Tunguz

JANUARY 4, 2019

The usual caveats to this data analysis apply. The sample size is on the smaller side; there are companies who raise Series Bs at less ARR than the median A for other factors; this analysis ignores space, competitive dynamics, team composition and auction pressure of financings.

Benchmarks 261

Benchmarks Startup SaaS Data Analysis 261

Tom Tunguz

MARCH 25, 2020

If you keep data in cloud data lake stores, and need a system to make that data accessible to analysis tools at interactive speed - without moving it - you’re looking for Dremio. And because the system doesn’t move data, your team reduces its data analysis costs at the same time.

Engineering 260

Engineering Data Azure Data Analysis 260

SaaStr

JANUARY 29, 2021

A VP to manage them, 2 directors to manage half of the CSMs each, and probably an analyst to support her in data analysis, etc. (4). So we’ll need about 15-20 CSMs to hit our plan for next year, although we can hire some later in the year, so we can call it 15 for now, and. Director Demand Gen.

Sales Hiring 349

Sales Hiring Headcount Scale Engineering 349

SaaStr

DECEMBER 14, 2021

At $5 million ARR, the positioning shifted to a “big data-as-a-service” platform. The product grew more mature, with three main functions: data collection, data warehouse, and data analysis. . As Ohta says, “Around 2014 in Q4, we were about to cross a $2.5

Sales Hiring 307

Sales Hiring Data AWS Leadership 307

Tom Tunguz

MARCH 4, 2024

Colin is no stranger to business intelligence & data analysis. He worked on search quality at Google, founded a dynamic pricing company for the restaurant industry, then ran data at a hotel tonight before becoming Chief Analytics Officer at Looker through its acquisition by Google.

Technical Advisors 205

Technical Advisors AI Search Data Analysis Acquisition 205

Tom Tunguz

JANUARY 14, 2021

Cloud Data Lakes are the future of large scale data analysis , and the more than 5000 registrants to the first conference substantiate this massive wave. On January 27-28, Dremio host their second Subsurface conference. This time, the conference will build on the foundation from last year’s event.

VP of Engineering 203

VP of Engineering Cloud Data AWS 203

Tom Tunguz

JULY 27, 2023

AI will automate 25-50% of white collar work including data analysis. Does that will data teams shrink in size? On the contrary, while AI can automate some work, it will also demand much more from data teams. Typical tasks - writing SQL & charting data - will become mostly automated.

AI 186

AI Data Data Analysis compliance 186

SaaStr

MAY 10, 2022

Here are four fundamental actions to consider for your risk management plan: Use historical data, analysis, and established precedents to contextualize and estimate the scope. “Crises will be different, but the strategies to move a business through them successfully are standard.”.

Travel 268

Travel Revenue Underperforming Technical Team Scale 268

SaaStr

JUNE 20, 2025

Your competitors aren’t trying to integrate with you — they’re trying to replace you.

AI Search 157

AI Search Artificial Intelligence AI CTO Hire 157

Tom Tunguz

NOVEMBER 8, 2023

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. Analysts will use automated data analysis, and it will be an expected tool in every product : notebooks, BI, databases, etc.

Artificial Intelligence 228

Artificial Intelligence Trends Data Software Review 228

Tom Tunguz

MARCH 19, 2024

Within data teams, a tension exists. Centralize the data analysis to ensure accuracy or enable end-users to analyze their own data directly which is faster & more direct. Cloud databases ushered in an opportunity to centralize that data analysis again.

Data 147

Data Data Analysis Cloud AI 147

Tom Tunguz

DECEMBER 3, 2023

The Paradox of AI and Data Roles: How Automation Will Increase Demand for Data Professionals. As data becomes critical to developing products, the need for data professionals only grows, even if AI automates rote data analysis & retrieval.

Artificial Intelligence 192

Artificial Intelligence ChatGPT Generative AI AI 192

IT World

SEPTEMBER 17, 2021

My favorite R packages for data visualization and munging. -. data wrangling, data analysis. The essential data-munging R package when working with data frames. Especially useful for operating on data by categories. data wrangling. Super time saver for messy data. data analysis.

Data 145

Data Data Analysis Forecasting Cloud 145

SaaStr

FEBRUARY 6, 2023

After extensive user research, data analysis, and internal discussion, Uber launched the feature—and it backfired. Be ready for mishaps At Uber, drivers requested a feature that allowed them only to get trips moving toward a specific location. They thought it would add more trips to the platform.

Travel 235

Travel Scale Marketplace as a Service Management 235

Stax

MARCH 17, 2025

Based on an internal PayPal data analysis of Pay Later retailers, October 2020 through August 2023. Data inclusive of transactions using PayPal Pay Later products across 7 markets (US, UK, AU, DE, FR, IT, ES).

Merchant Services 88

Merchant Services Stax PayPal SaaS Payments 88

Andreessen Horowitz

FEBRUARY 17, 2022

Decades after its creation, the majority of the world’s databases still run on SQL, and the majority of data analysis still happens via SQL queries. Try as they may, critics of SQL (syntax query language) have never really been able to dent its popularity. It’s not too big a stretch to say that the digital.

Software 138

Software Data Analysis Data 138

User Pilot

AUGUST 23, 2023

TL;DR A product analyst is a professional who uses data analysis and insights to evaluate and improve the performance of a product or service. Product analysts research to find market trends, collect and analyze data, track and assess product performance , understand product requirements, and report insights to stakeholders.

Technical Advisors 98

Technical Advisors Technical Review Data Analysis Software Review 98