Insights on AI revenue intelligence, product innovation, and the people building the future of GTM

For the second consecutive year, QuadSci wins Machine Learning Company of the Year, recognized for Q-Chat agents and predictive customer intelligence built on 11 trillion telemetry events.
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The structural trap that keeps renewal teams reactive and how to get out of it. Why retention is won 9 to 18 months before the renewal queue.

Growth AI is QuadSci's supervised machine learning system that predicts customer revenue from product behavior, giving GTM teams forward-looking ARR visibility.

Cohorts AI analyzes product telemetry with unsupervised machine learning to group customers by behavior, then connects those patterns to ARR and retention.
Product telemetry is the continuous stream of behavioral data from every user interaction. Learn how front-end and back-end telemetry power early, accurate churn and expansion prediction.
A side-by-side comparison of QuadSci, Hook.co, and Pendo Predict across prediction window, telemetry depth, accuracy, and how each platform delivers action.
Health scores and telemetry both monitor customer behavior, but they differ in accuracy, lead time, and how they are constructed. Learn why telemetry-based prediction wins.
Telemetry-based churn prediction uses product usage data and behavioral signals to forecast which customers will cancel or downgrade, months before it happens.
Top-performing software companies grow from their existing customer base, not net-new pipeline. Learn how product telemetry reveals expansion before it reaches CRM.
Discover 7 AI-driven customer intelligence use cases that connect product telemetry to revenue outcomes including churn prediction, expansion detection, and cohort analysis.
Cohorts AI reveals how customers use your product. Growth AI predicts where revenue is headed. Together they create a shared intelligence layer across GTM teams.
Churn rarely appears suddenly. Learn how product telemetry reveals behavioral risk 3-4 quarters before it becomes obvious in your renewal forecast.
The SaaS News covers QuadSci's $8M Series A led by Crosslink Capital to accelerate product development and expand go-to-market teams for enterprise customers.
AlleyWatch covers QuadSci's $8M Series A funding round and how its customer intelligence AI predicts churn using product telemetry data.
QuadSci secured an $8 million Series A financing round led by Crosslink Capital to accelerate product development and expand go-to-market teams.
Learn why NRR is under pressure across SaaS and how leading teams use AI-powered product usage analytics to engineer predictable growth.
Learn why product usage, not CRM data, should be the foundation of your revenue strategy. Discover how AI transforms telemetry into actionable intelligence.
Discover why traditional tools create data silos and how AI-powered telemetry finally reveals the complete customer journey across your organization.
How to properly evaluate revenue and churn predictions without falling for the hype. Learn what to look for in AI/ML solutions from a machine learning expert.
Sales forecasts fail because they rely on human perception over customer behavior. Learn how predictive AI with telemetry data improves forecast accuracy.
Learn how CFOs are playing a central role in renewal decisions and how AI transforms raw telemetry into compelling value narratives.
Discover why 58.8% of B2B organizations saw NRR decline and how telemetry-driven AI transforms revenue intelligence.
How predictive AI powered by telemetry data transforms forecast accuracy and prevents unexpected churn in revenue organizations.
Clari partnered with QuadSci to achieve 94% accuracy in predicting churn 12 months in advance and uncover hidden growth signals.
A QuadSci DataML Engineer shares insights from the BayLearn symposium on LLMs, agentic AI, and the future of machine learning.
Analysis of 9,100 SaaS accounts reveals 80% of commercial outcomes are predicted by product usage.
Analysis of 9,100 accounts and 160 billion data points reveals six usage patterns that determine renewal and expansion outcomes.
Hermes Aguilar shares his journey to QuadSci and what he's working on here.
Eduardo Martinez, DataML Engineer, shares his journey in data science.
Prestigious 8th Annual AI Breakthrough Awards Program Recognition.
Bruno shares insights from the 2025 summit and product developments.
Sarah Cox shares her perspective on the QuadSci summit.
A recap from Niki Makkinejad, Chief of Staff.
An update on Q-Chat development and team growth.
Aaron shares his decade-long journey in tech.
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