Stripe is a step behind.
Fields in Stripe move whenever someone logs them; to detect failed subscription payments you need chargebee (subscriptions) fresher than that.
Build a Subscription Revenue Leakage Agent withStripe, Shopify, and Slack
Your close is only as fresh as the slowest tab. Failed payments are the \#1 source of involuntary churn. Yet the inputs sit split across Slack + Stripe + Shopify.
To detect failed subscription payments you open Stripe, Shopify, and Slack by hand. Every close, all over again.
Now your agent can fix it.
Now your agent can fix it.
Shopify holds what Stripe misses.
Correlate with Stripe decline reasons lives in Shopify, cut off from chargebee (subscriptions), so subscription revenue leakage guesses at the link.
Slack catches it quietly.
Check customer order history in Shopify surfaces in Slack ahead of time, but that tab is closed during subscription revenue leakage.
Under The Hood
Three sources, one query: subscription revenue leakage pulls Stripe, Shopify, and Slack pre-wired. Already connected.
01
Query detect failed subscription payments from Stripe (billing system)
Chargebee (subscriptions)
02
Read correlate with Stripe decline reasons from Shopify (storefront)
Stripe (failures, decline codes)
03
Pull check customer order history in Shopify from Slack (comms layer)
Shopify (customer orders)
output
Agent-ready output
Subscription Revenue Leakage's digest: Detect failed subscription payments, correlate with Stripe decline reasons, check customer order history in Shopify, trigger smart dunning sequences. Sorted by what needs you first.
The Context Store
Chargebee (subscriptions) from Slack + Stripe + Shopify, pre-joined before the agent runs.
Before the prompt runs, the Context Store has matched chargebee (subscriptions), Stripe (failures, decline codes), Shopify (customer orders), Slack (alerts), Gmail (outreach) from Slack + Stripe + Shopify and 2 more onto one invoice record. Subscription revenue leakage just reads it, no ID-stitching.
Your agent queries one surface instead of three APIs. Faster responses, lower cost per query, and results that work because the relationships were built before you asked the question.
SHARED KEY5 SOURCESONE VIEWLIVE READS
The Prompt
Copy. Paste.
a Subscription Revenue Leakage Agent
Two steps. Your data, your results, under 60 seconds.
01install
Connect the Airbyte Agent MCP02copy and run
Help me turn Stripe, Shopify, and Slack into a single close I can act on.
SETUP
Airbyte's Agent MCP exposes 5+ of your tools as one queryable layer.
WORKFLOW
link Stripe, Shopify, and Slack, query chargebee (subscriptions), Stripe (failures, decline codes), Shopify (customer orders), Slack (alerts), Gmail (outreach), fold it onto the invoice, then rank. If a connector is missing, follow the prompt. A single OAuth click.
TASK
Detect failed subscription payments, correlate with Stripe decline reasons, check customer order history in Shopify, trigger smart dunning sequences and surface the digest: highest-risk invoices first, each with a recommended next step.The Outcome
Subscription Revenue Leakage: 2 hours of work, one short run.
10x
Faster
10x speed: subscription revenue leakage turns a 2-hour close into under a minute.
90%
Cheaper to run
~90% cheaper: Subscription Revenue Leakage reuses the 5 connectors you already pay for.
3 -> 1
Tools, one query
3 sources, 1 prompt: Stripe, Shopify, and Slack reconciled before subscription revenue leakage runs.
Based on internal benchmarks comparing Context Store queries to sequential API calls across equivalent datasets.
01 · Output
Priority scoring
A 1-10 score on each invoice means the urgent chargebee (subscriptions) rises to the top of subscription revenue leakage on its own.
02 · Signal
Reality-check flags
When Shopify and Stripe disagree on detect failed subscription payments, the gap is flagged. Not averaged into a guess.
03 · Context
The why, attached
Correlate with Stripe decline reasons from Shopify and Slack sits beside each item, letting you detect failed subscription payments without switching tabs.
04 · Action
Tells you what to do
Subscription Revenue Leakage closes each invoice with a recommendation. Who to contact and what to send. Ready to run.
05 · Brief
Paste-ready output
The digest arrives meeting-ready: chargebee (subscriptions) first, sources attached, Stripe, Shopify, and Slack reconciled.
Keep going. More finance agents from here
view All use casesUsage-Based Billing Reconciliation Agent
Right now the close means stitching Salesforce / Stripe / Amplitude by hand. Usage-based billing errors compound monthly, so the work lands late and half-blind.
Billable Hours to Invoice Agent
Finance teams run closes on stale, scattered data: Harvest / Slack / Stripe each hold a piece, none hold the whole. Services firms leave money on the table when invoicing is delayed.
Client Profitability Agent
Right now the close means stitching Stripe + Harvest + Salesforce by hand. Agencies often don't realize a client is unprofitable until quarterly reviews, so the work lands late and half-blind.
Common questions
Didn't find your answer? Please don't hesitate to reach out.
Why not call the Stripe, Shopify, and Slack APIs directly to detect failed subscription payments?
Auth, paging, rate limits and schema-stitching per tool. Airbyte's Agent MCP hands subscription revenue leakage one surface over chargebee (subscriptions), Stripe (failures, decline codes), Shopify (customer orders), Slack (alerts), Gmail (outreach).
What if a invoice shows up in two of Stripe, Shopify, and Slack?
The shared key de-dupes it. Subscription revenue leakage keeps one invoice with chargebee (subscriptions) merged across sources.
What Stripe data does Subscription Revenue Leakage touch?
Just chargebee (subscriptions), plus Stripe (failures, decline codes), Shopify (customer orders), Slack (alerts), Gmail (outreach), via Stripe's scoped permissions. Subscription revenue leakage copies nothing outside your stack.
Does Subscription Revenue Leakage replace Stripe?
No, it reads Stripe and writes back the digest. Your record systems stay put.
Slack + Stripe + Shopify are connected. Point subscription revenue leakage at them.
50+ connectors including Stripe, Shopify, and Slack are ready. Give subscription revenue leakage the access to detect failed subscription payments.
