How the Recovery Engine works.
A deterministic transition from raw webhook to recovered revenue. Built for execution velocity, engineered for exact MRR attribution and multi-tenant safety.
Ingest & Score Deterministically
Connect Stripe webhooks and your app's raw activity events. Arcli evaluates exact thresholds—like failed payments or 14-day inactivity—to assign an explainable risk score. No black-box AI, just rules you control.
- Stripe webhook parsing
- Configurable risk thresholds
- Multi-tenant isolated data sync
Idempotent Recovery Routing
Once a churn threshold is breached, users are safely routed into automated recovery queues. Strict deduplication and cooldown locks guarantee you never spam a customer or process a recovery sequence twice.
View Queue Workflows[INFO] Processing user: usr_9281ja
[WARN] Rate limit window verified.
[SUCCESS] Recovery email enqueued.
Exact Revenue Attribution
Arcli listens for the ultimate success signal: stripe.invoice_paid. We close the loop automatically, linking the restored subscription back to the exact campaign that saved it—proving the product's ROI in real dollars.
Account: Acme Corp
Campaign: Failed Payment Day 3
User removed from at-risk queues.
Risk scoring you can
actually explain.
Stop relying on black-box AI models that can't be debugged. Arcli uses transparent, deterministic rules—merging Stripe billing lifecycle events with your app's raw activity to score churn risk exactly as it happens.
- Zero black-box AI magic
- Explainable inactivity & payment thresholds
- Multi-tenant isolated data processing
Risk Profile: acme_corp
Don't just measure churn.
Automate its recovery.
Knowing a user might churn is only half the battle. Arcli automatically routes at-risk accounts into idempotent recovery flows, respects strict cooldown windows to avoid spam, and attributes every dollar of MRR won back.
Failed Payment Campaign
Connect billing signals. Automate retention.
No heavy ETL pipelines required. Arcli securely ingests your payment lifecycle events and app activity via simple webhooks to drive deterministic recovery queues.
Infrastructure Guardrails
- SOC2 Type II & GDPR Compliant
- Strict Multi-Tenant Data Isolation
- Idempotent Campaign Queueing
- Zero PII Deep Storage
- Read-Only API Architecture
- Immutable Audit Logging
Built for founders who care about MRR.
Engineered for devs who care about safety.
"We used to export Stripe data into a spreadsheet to guess who would churn. Arcli caught 14 at-risk accounts in week one and safely recovered 9 of them automatically. The attribution is exact."
"Finally, a recovery tool that actually respects idempotency. I don't have to worry about our users getting spammed because a webhook fired twice or a queue stalled. The deterministic scoring just works."