Autonomous CRM Intelligence

Stop losing customers
you could have kept.

EZER watches every customer relationship, predicts who is about to leave, and acts — sending the right message, at the right moment, automatically.

Book a demo See how it works →
500+ Customers monitored per cycle
28 Signals tracked per customer
24/7 Always watching, always acting
3 ML models working in parallel
The problem

Your customers are signalling. You're not hearing them.

Every churn signal exists in your data already. The login that stopped. The support ticket with negative sentiment. The renewal that almost didn't happen. Nobody connected them in time.

5–25%

of annual recurring revenue lost to preventable churn every year — not because the product failed, but because no one reached the right customer at the right moment.

01

Reactive, not proactive

Most teams find out a customer is leaving when they submit a cancellation. By then, they checked out weeks ago and the cost of winning them back is far higher.

02

Humans can't scale

A customer success manager handles 50–100 accounts well. At 500 customers, personal attention is impossible. Accounts fall through the cracks quietly.

03

Signals in silos

Churn risk lives across your CRM, billing system, support tool, and email platform. Nobody connects those signals fast enough to act before it is too late.

How it works

Five stages.
One continuous loop.

EZER runs autonomously — watching, predicting, deciding, and acting on every customer relationship simultaneously, around the clock.

Analyse

Unified profile

Every signal across all your tools — 28 per customer — assembled into one clear picture.

Predict

Three ML models

Churn risk, upgrade probability, and behavioural segment — scored for every customer, every cycle.

Decide

AI reasoning

Business rules and Claude AI determine the optimal action for each specific customer situation.

Execute

Real actions

Personalised emails sent. CSM alerts fired. Upgrade offers made. All in context, all automatic.

Learn

Gets smarter

Every outcome feeds back in. EZER in month six makes better decisions than EZER in month one.

What EZER does

Everything your CS team
wishes it had time for.

🧠

Churn prediction

Machine learning trained on the behavioural patterns that precede cancellation. A risk score from 0 to 1 for every customer, every cycle. Catches the quiet ones before they go.

Random Forest 28 features
⬆️

Conversion scoring

Identifies customers ready to upgrade before they ask. Finds genuine upgrade intent and sends the right offer at the right moment — not a blast to everyone.

Real-time scoring Auto-personalised
🎯

Autonomous decisions

Nine business rules combined with Claude AI reasoning decide the optimal action per customer — retention emails, CSM alerts, upgrade offers, support calls.

Claude API Priority scheduling
✉️

Personalised outreach at scale

Every email EZER sends is tailored to the specific customer — their name, their plan, their history, their moment. Not a mail merge. A genuinely personal message, generated and sent without anyone lifting a finger. The kind of attention that used to require a dedicated account manager for each customer.

SendGrid HTML + plain text Open tracking
🔄

Feedback loop

Every outcome updates the system. Customer upgraded — noted. Email ignored — adjusted. The model improves with every cycle on your specific customers.

Health score updates Continuous learning
Human oversight

You control how much
EZER acts on its own.

Start with full review. Graduate to autonomy as trust builds. You decide the pace — EZER adapts.

Full Review

Default for new customers

Every action goes to your approval queue before anything executes. Review, edit, approve, or reject — nothing happens without you. Builds confidence in the first 30–60 days.

Most popular

High Risk Only

After 30–60 days

Routine emails execute automatically. Only critical decisions — large retention offers, CSM escalations — need your approval. The right balance of control and efficiency.

Autonomous

For established customers

EZER acts fully on its own. Every customer, every signal, every action — handled without interruption. Your team focuses only on the conversations that genuinely need them.

Built on

Python scikit-learn Claude API FastAPI PostgreSQL SendGrid Railway

Ready to stop churn
before it happens?

Book a 30-minute demo. We'll show you what EZER finds
in your customer data in the first week.

Book a demo Start a free pilot

No credit card. No lock-in. 60 days to see it work on your real data.