What is ARS·Recover?

ARS·Recover is Nextriad's autonomous transaction recovery module. It uses FlowSight for real-time observability and Nextriad's execution layer to automatically recover failed payments, abandoned carts, and revenue leaks across VTEX, Shopify, and WooCommerce.

FlowSight is the observability partner integrated into ARS·Recover. It provides real-time transaction monitoring and signal detection. Nextriad's ARS handles all execution — recovery sequences, multi-channel messaging, and revenue attribution.

How quickly does ARS·Recover detect a failed payment?

ARS·Recover detects payment failures in near real-time — under 2 seconds from transaction event to agent classification. Recovery sequences initiate within 60 seconds via the ars-recover-mcp server.

ARS·Recover · Nextriad ARS · Observability by FlowSight

Recover every dollar
your system loses in silence.

ARS·Recover is Nextriad's autonomous transaction recovery engine. Real-time observability is powered by FlowSight — but detection, decision, and execution are entirely Nextriad's. Payment failures, abandoned flows, and revenue leaks are recovered automatically, before they compound into loss.

Talk to FlowSight Agent → View Architecture

+23%

Revenue Recovery

~0s

Detection Latency

MCP

v1.0.3 Live

Core Tools

The Problem

Revenue is leaking from your system
every hour you don't detect it.

Every business loses revenue in silence. Failed payments, abandoned checkouts, broken flows — most are never recovered because no system is watching in real time.

Revenue Leak #1

Payment failures compound silently

Failed transactions go undetected for hours or days. By the time finance catches them, the window to recover has closed. The customer has moved on.

2–5% of monthly revenue lost to unrecovered payment failures

Revenue Leak #2

Abandonment is measured, not recovered

Cart and checkout abandonment rates are tracked in dashboards — but action is manual, slow, and generic. By the time a recovery email goes out, intent is gone.

70%+ cart abandonment rate with less than 5% recovery on average

Revenue Leak #3

Broken flows are invisible until damage is done

Checkout flow breakages, integration errors, and pricing anomalies accumulate across sessions. No single system watches the full transaction journey end-to-end.

Unknown revenue lost to unmonitored flow breaks per sprint

Revenue Leak #4

Recovery actions are reactive and manual

Teams manually review reports, manually trigger campaigns, manually escalate. The signal-to-action gap is measured in days — but customer intent lives for minutes.

48–72 hours average signal-to-recovery time without automation

What FlowSight Does

A real-time recovery system,
not a reporting dashboard.

FlowSight Recovery Loop

👁

Observe

Continuous transaction monitoring across all channels

↓

⚡

Detect

Anomaly & abandonment signal classification in real time

↓

🧠

Decide

AI agent selects recovery action, channel, timing

↓

🚀

Recover

Autonomous execution across CRM, messaging, payments

↓

📈

Learn

Recovery model improves with every outcome

Watches every transaction in real time

FlowSight connects to your payment stack, e-commerce platform, and CRM simultaneously. Every transaction event — initiated, failed, abandoned, or completed — is observed and classified as it happens.

Classifies the leak and selects the recovery path

AI agents distinguish between payment failure, cart abandonment, flow breakage, and pricing anomaly. Each classification triggers a specific recovery protocol with its own timing, channel, and message.

Executes recovery without human handoff

Recovery actions execute automatically — payment retry sequences, personalized recovery messages via WhatsApp or email, CRM escalations, and discount triggers — all governed by configurable approval rules.

Feeds learning back into the ARS

Every recovery outcome — successful or not — updates FlowSight's models and feeds signal back to the broader Nextriad ARS, improving detection accuracy and timing across all modules.

Architecture

Built on its own MCP.
Native to the ARS.

FlowSight runs on a dedicated MCP server with its own agent layer, tool set, and data pipeline — deployable standalone or as part of the full Nextriad ARS architecture.

MCP

ARS·Recover MCP · Observability: FlowSight v1.0.3 · Production

Nextriad execution layer · 3 observability tools · Real-time event stream · Supabase persistence

Layer 1

Observation Layer

Transaction event stream

Payment webhook listeners

Session behavior tracking

Checkout funnel monitoring

Real-time anomaly detection

Layer 2

Intelligence Layer

Signal classification AI

Recovery path selection

Customer intent scoring

Timing optimization model

Channel selection engine

Layer 3

Execution Layer

Payment retry automation

WhatsApp recovery sequences

Email recovery flows

CRM escalation triggers

Dynamic discount activation

Layer 4

Governance & ARS Integration

Approval rule engine

Human-in-the-loop controls

Full audit trail

ARS feedback loop

Multi-tenant isolation

OpenAI GPT-4o

Anthropic Claude

Google Gemini

Meta Llama

xAI Grok

DeepSeek

Core Capabilities

Six recovery engines.
One autonomous system.

💳

Payment Recovery

Detects failed payments in real time and executes intelligent retry sequences — adjusting timing, payment method suggestions, and messaging based on failure type and customer profile.

Retry logicFailure classificationMulti-method

🛒

Cart & Checkout Recovery

Identifies abandonment at every funnel stage and triggers personalized, multi-channel recovery sequences — with timing and channel selected by AI based on customer intent signals.

Intent scoringWhatsAppEmail sequences

🔍

Flow Observability

Monitors the complete transaction journey end-to-end — from product page to confirmation. Detects breakages, anomalies, and friction points before they become revenue-impacting incidents.

End-to-end tracingAnomaly detectionAlerts

📊

Revenue Leak Attribution

Every leak is classified, attributed, and quantified. FlowSight produces a real-time revenue recovery P&L — showing exactly where money was lost and how much was recovered automatically.

Attribution modelRecovery P&LReal-time

🎯

Dynamic Discount Engine

When standard recovery fails, FlowSight activates calibrated discount triggers based on customer LTV, margin thresholds, and recovery probability — maximizing revenue while protecting margin.

LTV-awareMargin guardProbability model

🔄

ARS Feedback Loop

Every FlowSight recovery outcome feeds signal back to the Nextriad ARS — improving the Detect layer's accuracy, updating customer scoring models, and sharpening future recovery timing system-wide.

Signal aggregationModel updatesCross-module

Use Cases

FlowSight in action
across your industry.

E-commerce

Cart abandonment at checkout — high-intent buyer, payment failed

Buyer adds 3 items, reaches payment step, card is declined. Without FlowSight: the session ends. With FlowSight: within 4 minutes, a WhatsApp message is sent with an alternative payment link and a personalized message.

68% recovery rate on payment-failure sequences within 24 hours

Automotive

Online financing application abandoned mid-flow

Prospective buyer starts a vehicle financing application, drops off at income verification step. FlowSight classifies this as high-intent abandonment, routes to the Sales Enablement Agent, triggers a follow-up call sequence.

+31% conversion on previously abandoned financing applications

Subscriptions & SaaS

Subscription renewal payment fails silently

Monthly subscription payment fails due to expired card. Without FlowSight: customer gets a generic dunning email 3 days later and churns. With FlowSight: immediate detection, personalized retry sequence starts within minutes across channels.

-44% involuntary churn rate on payment failure events

Revenue Impact

The recovery is
measurable from day one.

"ARS·Recover powered by FlowSight achieves 23% revenue uplift in the first 90 days by detecting payment failures in real time and executing autonomous recovery via WhatsApp and email within 60 seconds of transaction failure." — Nextriad FlowSight Production Metrics, Q1 2026

+23%

Average revenue uplift from FlowSight recovery in first 90 days of deployment

E-commerce · Avg across deployments

~0s

Signal detection latency from transaction event to agent classification

Core Loop · flowsight-mcp v1.0.3

68%

Cart recovery rate on personalized multi-channel sequences vs 5% industry average

Agentik Commerce + FlowSight

-44%

Involuntary churn reduction on subscription payment failure events

Subscriptions vertical · 90-day avg

Integrations

Connects to your
existing payment stack.

FlowSight deploys on top of your current infrastructure. No migration. No rip-and-replace. Operational in days.

VTEX

Production

Shopify

Production

WooCommerce

Production

Supabase

Data persistence

Google Analytics 4

Funnel tracking

WhatsApp Business

Recovery channel

Email (SMTP)

Recovery channel

Stripe

Roadmap Q2 2026

MercadoLibre

Roadmap Q2 2026

ARS·Recover Agent · Live

Ask the ARS·Recover Agent
anything.

Every question about transaction recovery, FlowSight observability, architecture, deployment, or pricing — answered in real time. No forms, no sales calls.

ARS·Recover Agent

Online · Nextriad ARS · Observability by FlowSight

How quickly can FlowSight detect a failed payment on my VTEX store?

Detection is near real-time — the flowsight-mcp listens to your VTEX payment webhooks directly. From transaction failure event to agent classification, the latency is under 2 seconds. Recovery sequence initiates within 60 seconds. Want me to walk you through the specific integration steps for your VTEX setup?

How does deployment work?

What's the pricing model?

Can it run standalone without AIOS?

Show me recovery rate benchmarks

Start FlowSight assessment →

Recover every dollar
your system loses in silence.

Revenue is leaking from your system
every hour you don't detect it.

A real-time recovery system,
not a reporting dashboard.

Built on its own MCP.
Native to the ARS.

Six recovery engines.
One autonomous system.

FlowSight in action
across your industry.

The recovery is
measurable from day one.

Connects to your
existing payment stack.

Ask the ARS·Recover Agent
anything.

FlowSight is one layer.
Six modules compound together.

Related ARS Modules

Recover every dollaryour system loses in silence.

Revenue is leaking from your systemevery hour you don't detect it.

A real-time recovery system,not a reporting dashboard.

Built on its own MCP.Native to the ARS.

Six recovery engines.One autonomous system.

FlowSight in actionacross your industry.

The recovery ismeasurable from day one.

Connects to yourexisting payment stack.

Ask the ARS·Recover Agentanything.

FlowSight is one layer.Six modules compound together.

Related ARS Modules

Recover every dollar
your system loses in silence.

Revenue is leaking from your system
every hour you don't detect it.

A real-time recovery system,
not a reporting dashboard.

Built on its own MCP.
Native to the ARS.

Six recovery engines.
One autonomous system.

FlowSight in action
across your industry.

The recovery is
measurable from day one.

Connects to your
existing payment stack.

Ask the ARS·Recover Agent
anything.

FlowSight is one layer.
Six modules compound together.