Churn prediction
Senpai's churn model isn't a generic benchmark. It's based on your historical churn reasons. Everything begins with Senpai creating a baseline understanding why your customers churn, based on your data.
B2B revenue intelligence:
know who churns or buys tomorrow.
Senpai is a revenue intelligence platform that combines churn prediction with expansion forecasting. We show you exactly which accounts are at risk and which are ready to grow, then work alongside your team weekly to turn those signals into revenue.
Revenue intelligence platform
One platform. Every revenue signal.
Stop stitching together usage logs, NPS exports, and gut feel. Senpai's revenue intelligence turns raw data into prioritized, actionable insights — from churn prediction to expansion forecasting.
Expansion intelligence
Your expansion signals are unique. Senpai learns from your past upsell wins and cross-sell patterns to surface accounts ready to grow — not a one-size-fits-all score.
Cross-sell mapping
Identify which accounts are ready for your next product by matching their behavior to your most successful cross-sell customers — so your team knows exactly what to offer and when.
Revenue execution
We dig into your existing customer data to find the revenue opportunities your team is already sitting on — and work with you to act on them.
How to predict churn — and which metrics actually drive it
A practical guide to the signals, workflow, and common mistakes behind churn prediction in B2B SaaS.
Senpai intelligence layer
DATA SOURCES
CRM
Salesforce · HubSpot · Pipedrive · Microsoft Dynamics
Product
Segment · Amplitude · Mixpanel · PostHog
Billing
Stripe · Chargebee · Recurly · Zuora
Support
Zendesk · Intercom · Freshdesk · Help Scout
Contract
Ironclad · Icertis · DocuSign
Detect
Diagnose
Predict
Prescribe
Act
Learn
Senpai
ML
ML
Opportunities · +$243K
Helix Robotics
+$96KAPI usage ↑ 3.2× · new dept onboarded
92%
Vector Labs
+$74KHit seat limit · ready for Pro tier
88%
Churn risk · $542K
Northwind Co.
$148KLogins ↓ 41% · 2 champions left
82%
Lumen Health
$220KNPS dropped to 4 · tickets ↑ · Main user inactive for 38d
64%
Next best action: Contact Helix Robotics and Lumen Health. View account-specific instructions for detailed next steps.
How it works
From raw data to revenue intelligence.
No data team required. No 9-month implementation. Senpai builds your churn prediction and expansion models and delivers actionable insights within weeks.
- 01
Your revenue situation
Together, we'll map where your revenue opportunities hide — upsell potential, at-risk accounts, cross-sell moments, and churn signals. A focused deep dive to see if Senpai is the right fit for your business.
- 02
Uploading your data to Senpai
Whether your data is in CSV, PDF or JSON, it can be uploaded to Senpai. We assess the data, harmonise it if needed, and make sure it's sufficient to run the analysis. This is how we validate the model fast, before investing in integration work.
- 03
Senpai models your customers
Senpai creates a baseline understanding of your historical churn reasons and successful expansions based on data - not a generic benchmark.
- 04
Signals become opportunities
Senpai compares the baseline to your existing customers and each at-risk or expansion-ready customer is delivered with actionable insights directly to the account owner.
- 05
More opportunities, results and revenue
Once the model is proven, we build the integrations to keep it running in real time. Signals surface automatically, the model retrains continuously, and Senpai's team works alongside yours to make sure the insights turn into actual revenue.
Pricing
One fixed fee. Real results.
Start with a fixed-fee pilot and get your first actionable insights within 3-6 weeks. Clients who want to continue can move to a monthly subscription, which includes updated signals, new opportunities, and ongoing support from our team.
Starting from
5.000€
+ VAT / one-time setup, then monthly subscription.
For most of our clients, a single prevented churn or one expansion opportunity covers the full pilot investment.
We always deliver results first and invoice after.
What's included in pilot
- Churn and/or expansion model built on your data
- Actionable insights of your accounts
- 3-month access to Senpai's platform and all results.
- Weekly support session from Senpai team
- Report of the analysis
Ready to turn revenue intelligence
into net revenue retention?
Most companies are sitting on expansion opportunities they never act on while churn quietly eats the business they have built. Senpai's churn prediction and revenue intelligence shows you exactly where the money is and helps you go after it.
Let's talkHow much revenue are
How much revenue are
you leaving on the table?
Book a 30-minute call with Panu to walk through your business model, explore how a revenue intelligence platform can sharpen your churn prediction, and decide together if a pilot makes sense.
FAQ
Frequently asked questions
Revenue intelligence turns your customer data into actionable revenue signals. Senpai applies it to churn prediction and expansion forecasting: we build a model from your historical data, rank every account by risk or opportunity, and guide your team on the next best action.
Senpai's churn prediction models are trained on your own historical churn reasons and customer data, not generic benchmarks which makes it more accurate than static, rule-based churn prediction.
Senpai isn't only a dashboard. It includes a human execution layer: weekly sessions where our team works with yours on the signals, so they turn into action instead of another report nobody opens.
Most clients get their first actionable insights within 3–6 weeks of starting the pilot.
No. We work with whatever data you already have. CSV, PDF or JSON and handle the harmonisation ourselves.
A churn and/or expansion model built on your data, account-level insights, three months of platform access, weekly support sessions, and a report of the analysis.
From €5,000 + VAT as a one-time setup fee.
Insights
Latest on churn, expansion and retention
Strategy
Why Cross-Sell Fails in B2B SaaS: Nobody Owns It
Cross-sell fails in most B2B SaaS companies not because the demand isn't there, but because no single role owns finding and acting on it. Here's why, and how to fix it.
StrategyCustomer Success Maturity Model: Why Teams Stall at Stage 3
Most CS teams say they want to be "more proactive," but without a shared maturity model, that is just a feeling. Here is the five-stage scale.
ChurnWhy Churn Prevention Fails in B2B SaaS: It's an Ownership Problem
Churn prevention in B2B SaaS rarely fails because of missing data. It fails because nobody owns retention. Here's how to fix churn ownership in your team.