Reduce Churn Significantly on Autopilot
Smart cancel flows detect churn signals and intervene with personalized offers before customers leave. Recover failed payments, reduce voluntary churn, and win back lost customers—all on autopilot.
Trusted by leading technologies and frameworks
The Revenue LeakThe Recovery System
Losing thousands in MRR to churn every month
Customers cancel without warning. No way to intervene before they leave. Revenue bleeds away month after month.
No idea where your revenue actually comes from
Traditional analytics use tracking pixels. You get 60% accuracy at best. Marketing ROI is just a guess.
Failed payments slip through the cracks
15-20% of churned customers are just failed credit cards. Easy money left on the table.
QuantLedger: Anti-Churn + Revenue Intelligence
The only platform that combines churn prevention, ML-powered attribution, and complete analytics—all without tracking pixels.
Stop churn before it happens
Smart cancel flows catch 30-40% of cancellations with personalized retention offers
Know exactly where revenue comes from
ML-powered attribution (95% accuracy) without tracking pixels. See real ROI.
Recover failed payments automatically
83% payment recovery rate with smart dunning and auto-retries
Complete analytics dashboard
MRR, ARR, LTV, churn rate, cohort analysis—all in one place
How QuantLedger Reduces Churn
From one-click Stripe connection and SDK deployment to segment-aware guardrails, AI risk detection, recovery workflows, and revenue attribution—all inside one dashboard.
Guardrails + Segmentation in Practice
QuantLedger turns scattered churn fights into a predictable recovery engine
Segment rules map your Stripe metadata once, then every guardrail flow, payment recovery play, and retention report speaks the same language.
Your MRR on QuantLedger
Watch revenue spike after deploying guardrails
Pull the lever once.
Guardrail steps automatically reuse the same segment keys the rule builder defines. Publish a new offer and it instantly respects ARR band, channel, and risk scoring without an extra integration checklist.
Instant Stripe Integration
Webhooks, retroactive data, and SDK in minutes
Segmented Risk Radar
AI alerts tied to cohorts and lifecycle
Recovery & Feedback Loops
Smart dunning, offers, and insights together
Connect Stripe & Configure Guardrails
One-click Stripe OAuth spins up webhooks, optional SDK, and the guardrail builder so you can intercept churn the moment it starts.
- Stripe webhooks auto-configured with retroactive sync
- Optional 10KB SDK for on-site context (no tracking pixels)
- Guardrail builder with dynamic offers and reason capture
Segment Customers & Predict Risk
Transform Stripe products, plans, and metadata into reusable segments while AI scores churn risk 30 days in advance.
- Segment rules for region, plan tier, channel, ARR band
- Daily churn-risk scoring with proactive cohort alerts
- Context-rich dashboards for every customer group
Run Recovery & Feedback Loops
Coordinate payment retries, tailored outreach, and feedback capture from a single workspace built on top of Stripe events.
- Best-practice dunning cadences with editable copy templates
- Segment-specific outreach via email/SMS or manual follow-up cues
- Feedback board linking offers, reasons, and outcomes
Attribute Revenue & Iterate
Tie every saved customer and recovered dollar back to revenue analytics and ML attribution so your playbooks stay sharp.
- Saved MRR, recovery ROI, and offer experiments by segment
- ML attribution (95% accuracy) without tracking pixels
- MRR, ARR, LTV, and churn trend alerts in one place
Ready to stop losing customers and recover revenue on autopilot?
Deploy in under 15 minutes • 30-40% churn recovery rate
Guardrail Spotlight
Launch cancellation guardrails that know every segment before the customer clicks “cancel”.
QuantLedger pairs the guardrail builder with customer segmentation so your steps automatically target the right cohorts, capture outcomes, and feed revenue analytics without extra wiring.
Dynamic offer logic
Prioritize steps with ARR band, channel, and risk signals baked in.
Unknown segment queue
Alerts flag gaps instantly so your mapping never drifts.
Publish with confidence
Validation catches missing target segments before anything ships.
Pause + Success Coaching
Priority 1
30% Discount Rescue
Priority 2
Concierge Cancel Survey
Priority 3
Steps inherit live segments from the rule builder. Update rule logic once and every guardrail flow adapts in real time.
Segment Key
Rule Tree
IF customer.metadata.plan_tier = "pro"
AND subscription.status = "active"
AND invoices[0].amount_paid >= 10000
OR extra.reasonCode IN ["downgrade", "budget", "integration"]
Match – customer cus_PR9x4d resolves to planTier:pro, arrBand:10k_50k, channel:self_serve.
Segmentation Spotlight
Segment customers once. Reuse across guardrails, analytics, and churn alerts forever.
QuantLedger’s rule builder transforms raw Stripe metadata into durable segment labels. Every published rule writes to our customer segments cache, powering guardrails, churn prediction, payment recovery, and dashboards from a single source of truth.
AND / OR / NOT groups with nested conditions
Evaluate any Stripe customer ID before publishing
Persist results to guardrails, analytics, and AI alerts automatically
96% segment resolution rate
vs 53% without QuantLedger's rule builder
How QuantLedger Reduces Churn
From Stripe webhooks to AI-powered guardrails, everything works together to stop churn before it happens.
One-Click Stripe Connection. Zero Setup Time.
Stripe webhooks + Optional SDK for complete revenue intelligence
Webhooks auto-configured with retroactive sync
Import all historical data instantly (works on past data)
Optional 10KB SDK for on-site attribution (not required)
vs CustomerScore: No forced tracking snippet. Choose SDK only if you need it.
Segment Flow
Rule Builder
Define segments once
96%
segment resolution rate
Segment Once. Reuse Everywhere.
Customer segmentation + AI risk scoring that powers everything
Transform metadata into plan tier, region, ARR band, channel
30-day advance churn prediction with cohort alerts
Segments auto-update across all tools in real time
96% segment resolution vs 53% without QuantLedger
Stop Churn Before Customers Click Cancel.
Segment-aware cancel guardrails that adapt in real-time
Dynamic offers based on segment, ARR, and risk
Unknown segment queue prevents mapping drift
A/B test offers and measure save rate by cohort
30-40%
churn recovery rate
Manual Escalations
Enterprise Pause Offer
Active30% Discount
ActiveFeedback Survey
TestingDunning Sequence
Day 1
Payment Failed
Day 2
Email: Update Card
Day 4
SMS Reminder
Day 7
Feature Restriction
Day 9
Retry Charge
Recover 83% of Failed Payments Automatically.
Intelligent dunning + Smart retries that actually work
Best-practice retry cadences with editable templates
Multi-channel outreach (email, SMS, in-app)
Payment wall blocks features until card updated
83%
recovery success rate
95% Attribution Accuracy. Zero Tracking Pixels.
Privacy-first ML revenue attribution that respects users
ML analyzes Stripe data + optional SDK context
Multi-touch attribution without cookies or pixels
GDPR/CCPA compliant by design
vs CustomerScore: No behavioral tracking snippet required for revenue insights
Works retroactively on all historical data
Get insights from day one, not just going forward
Attribution Accuracy Over Time
Built on Stripe. Powered by AI.
Unified Platform.
Everything works together from a single source of truth
Works retroactively
Under 15 min setup
No tracking pixels
70% cheaper
Single source of truth
Segment-aware everything
$2M+
Revenue analyzed
98%
ML accuracy
15-25%
Revenue recovered
<15 min
To first insights
Works With Your Payment Stack
Connect your payment processor for instant AI-powered insights. No tracking codes, no SDK, just pure ML intelligence.
Connect Stripe
One-click OAuth connection. No code, no SDK, just instant access to your payment data.
ML Analysis
Smart sampling analyzes 20% of your data for 98% accuracy. 5x faster than competitors.
Get Predictions
Receive AI predictions for churn, LTV, and revenue. Know what will happen, not just what did.
6 ML models • 98% accuracy • No tracking required
Stop Churn, Recover Revenue, Grow Faster
The only platform combining anti-churn automation, ML-powered attribution, and complete analytics—all in one plan
Anti-Churn + Revenue Intelligence Platform
Cancel anytime - no questions asked