stripe smart retries
Stripe's built-in retry logic. Reads decline codes, retries on optimal cadences (immediate, 24-hour, 72-hour, 7-day). Free with Stripe. Doesn't draft emails, doesn't read customer history. Useful as the underlying retry layer.
Revenue. Get paid, keep getting paid, get paid more.
Revenue is the first area most founders feel. Get paid, keep getting paid, get paid more. At $5K to $500K ARR, the revenue layer is failed-payment recovery, renewal preparation, expansion detection, and trial conversion — four moves the founder rarely has time to do well by hand. The Revenue area is what every micro-SaaS converges on once growth becomes operational instead of motivational.
What's actually going wrong.
Every SaaS at our scale loses 5–10% of monthly revenue to failed payments. Stripe's smart retries help; Churnkey-style dunning workflows help more; an opinionated email layer that reads each customer's history before drafting a recovery note helps most of all. But solo founders running $5K–$500K ARR almost never have all three working together, because the operational layer that ties them is what they don't have time to build.
The pattern repeats across the Revenue surface. Annual renewals slip because the founder forgot to send the 14-day touchpoint. Expansion conversations don't happen because the usage spike that warranted one was buried in three other dashboards. Trial-to-paid conversion tops out at 8% when the day-7 email that would have lifted it to 12% is the email the founder kept meaning to write.
These aren't strategic problems. They're operational ones. The strategic answer — "have a renewal cadence," "detect expansion," "recover failed payments" — is well-known. The operational answer — "write the renewal email, send it on time, log who paid late and why" — is the work the founder doesn't have a spare hour for. By month six of running the business, the founder has internalized that these things matter and also that none of them are getting done. That's the Revenue problem.
Most founders try to fix it with tooling: Churnkey for dunning, Profitwell for retention, Smart Retries on Stripe, a Notion table of renewal dates. Each one solves a slice. None of them tie the slices together with the customer's history and the founder's voice. The result is a stack of tools doing 60% of the job each, none of them actually shipping a recovery email when a payment fails.
PorchOps is the operational layer that ties them. Stripe stays as the rails. The customer graph stays as the source of truth. Lou is the bookkeeper agent that reads both and drafts the recovery email, then hands it to the founder for one-click approval — he has no ability to send it himself. That is one slice of the Revenue area rather than all of it, and it is the slice where the money actually leaves.
Why this matters in 2026.
OpenAI shipped Workspace Agents in April 2026. Anthropic, Google, and Microsoft will follow within six months. The horizontal AI layer is becoming a utility — every desk worker will have a generic agent that can read calendars and draft emails. What that doesn't solve is the operational layer for solo SaaS founders running their own businesses on their own data.
The 5–10 million micro-SaaS founders who shipped products on Lovable, Replit, v0, Bolt, Bubble, and Cursor have customers, MRR, and an inbox of customer support that needs answering. They don't have engineering teams. They don't have operations teams. They don't have the budget to subscribe to four different SaaS products to handle the operational layer. They need the back office that does the things the back office is supposed to do — and they need it pre-configured.
Revenue is the urgent surface because revenue is what shuts the business down when it doesn't work. A solo founder can survive a month without an updated changelog. A solo founder can survive a quarter without a polished status page. A solo founder cannot survive six months of failed payments going un-recovered. The MRR that walks out the door to dunning never comes back, and by month nine the founder is asking why they're not growing despite acquiring 40 new trial signups in March.
This is why Revenue is the wedge. It's the thing every solo SaaS founder feels first, fixes last, and would happily pay for if a credible operational layer existed. PorchOps is building that layer, and it is worth being straight about how much of it stands today: Lou does failed-payment recovery, and Hank flags the paying customers who have gone quiet. Renewal preparation, expansion detection and trial conversion are the rest of the four corners, and they are not built yet. One corner done properly is the honest claim, and it happens to be the corner that pays for the other three.
The five inputs.
The Revenue area needs five data sources to operate well. Stripe is the primary one — payment_intent events, invoice events, customer records, subscription state. Without Stripe data, Lou has nothing to recover from.
The customer graph is the second. Tenure, MRR, prior failure history, support tickets, last-7-days usage. The customer-graph view is what makes a recovery email read like the customer matters; without it, every recovery email is a generic dunning note.
Email is the third — both the inbound (Frankie classifying customer questions about billing) and the outbound (Lou's drafts going out from the founder's address). The email layer is what most stack-of-tools approaches miss; the recovery email matters more than the retry logic.
Founder voice is the fourth. Lou learns from the founder's previous emails so the drafts read like the founder, and keeps learning from the edits: three edits pulling the same direction become a rule the founder is asked to confirm. Without voice consistency, the recovery emails feel like marketing automation.
Decline codes from Stripe are the fifth. A closed card gets different copy than insufficient funds, which gets different copy than an expired card. Lou collapses Stripe's codes into eight causes and keeps unknown as a real answer rather than guessing; the set is fixed rather than configurable.
What's already on the market.
The market has good players. Naming them is healthy — most micro-SaaS founders have used at least two of these and PorchOps fits alongside them, not against them.
churnkey
Churn prevention with cancel-survey logic, in-product offers, and customizable dunning workflows. Strong on the win-back surface; less opinionated on the email-content layer. Pairs well with PorchOps if you've already invested in Churnkey's cancel flows.
churn buster
Email-driven dunning with customizable templates and lifecycle awareness. Good template library; less reading of customer-graph-level history. Solid choice if you want template flexibility but don't need contextual drafting.
flycode
AI-driven retry strategy with bank-level decline-code intelligence. Strong on the technical retry layer; pairs with Stripe rather than replacing it. Less focused on the customer relationship after the recovery succeeds or fails.
stunning
Founder-friendly dunning emails with payment-update reminders. Good at the basics. Less depth on lifecycle context.
profitwell (paddle studios)
Retention metrics, cohort analysis, dunning. Strongest on the analytics layer; less opinionated on the operational draft-and-send.
porchops
Lou drafts cause-matched recovery emails after Stripe's retries, reading the customer graph before he writes. That is the shipped surface; renewals and expansion are designed and not built. Configuration not code, pre-built playbooks, every draft held for approval. Does the emails the way you'd do them yourself if you had the time, in a stack with whatever you already have.
What we actually do.
What Lou actually does: reads payment_intent.payment_failed webhooks from Stripe, pulls the customer's full record (tenure, MRR, prior failure history, lifecycle stage), identifies the failure cause from the decline code, drafts a contextual email that matches the cause and the customer's history, lands the draft in the founder's inbox. The founder reviews and sends with one click; the dollar threshold that would let low-value recoveries send themselves is designed but not yet wired.
What Lou does not do yet: there is no renewal calendar and no expansion detector. Neither is switched off; neither is built. The bookkeeping half of his job — closing a month, producing a P&L — is built and runs on our own books rather than on a customer's, because the runtime will not run its fan-out step in a workspace that holds everything for approval.
What Hank does (Customers area, but adjacent to Revenue): compares each customer's recent product activity against their own baseline and flags the ones that fell away. There is no day-1/7/14 trial cadence — not configured off, not built — and his check-in drafts go only to paying and expanding customers, though a quiet trial user is still surfaced to you.
What PorchOps does together: ties Stripe data, customer-graph history, and email drafting into one operational layer. Every action is auditable and explainable, and nothing reaches a customer without you approving it. Six months in, the audit log tells you which dunning approaches worked and which of Hank's flags were saves. That feedback loop is the PorchOps product. The per-playbook guardrail settings exist as a form today and are not yet read at run time, so the guardrail that actually holds is the approval queue.
The PorchOps minimum is: connect Stripe, configure Lou, approve the first few recoveries yourself, and let the rest of the crew turn on as you're ready. Most founders need 30 minutes to be productive on day one.
The 5 agents on revenue.
All five agents touch the Revenue area:
lou
The bookkeeper. Lead agent for everything billing, and today that means failed-payment recovery: reads Stripe webhooks, customer history and decline codes, and drafts cause-matched recovery emails. Renewal cadence and expansion detection are designed and not built. Usually the first agent customers configure.
Read Lou's profile →hank
Customer success. Revenue-relevant because the customers who go quiet are usually the ones about to stop paying, and Hank surfaces them while there is still time to ask why. He does not run a trial cadence and Lou has no renewal calendar for his flags to feed, so the two reinforce each other only in the sense that both watch the same customer from different sides.
Read Hank's profile →frankie
Support coordinator. Revenue-relevant because billing questions land in the support inbox first; Frankie classifies them and routes to Lou. Without Frankie, billing questions get buried under newsletters.
Read Frankie's profile →dale
Chief of staff. Revenue-relevant because Dale's Monday brief is what tells the founder how Revenue is doing this week. "MRR up $620, 1 churn, 2 Hank flags awaiting review" — five minutes to read, all the operational state.
Read Dale's profile →inky
Communications writer. Revenue-relevant at one remove: the changelog is what tells a wavering customer the product is still being built. What would make him central to Revenue is mail written to your customers at a lifecycle moment — activation, win-back, renewal notes — and none of that is built, so today he writes the one thing that goes to everyone rather than the ones that go to a moment.
Read Inky's profile →
Common questions about revenue.
Should I use Stripe Smart Retries with PorchOps?
Yes. They're complementary. Stripe Smart Retries handle the retry attempt cadence (when to try the card again); Lou handles the email layer (what to say to the customer when retries finish). Most PorchOps customers run both. Stripe is the rails, Lou is the conversation.
What's the realistic recovery rate?
We don't have one to give you. PorchOps has not run enough real recoveries to publish a rate, and the bands you will find quoted elsewhere are somebody else's book of business, not yours. What Lou changes is not the ceiling on recovery — it is whether the email layer exists at all, on the soft-decline and expired-card buckets where a customer recovers because someone told them. Measure your own rate against your own baseline; the audit log is built to let you.
Do I need a dedicated dunning team?
No. The dunning team is the founder and Lou. The point of PorchOps is that the operational layer is configured and running before the founder has time to hire a dunning specialist. If you grow past 500 customers and want a human in the loop, that's a Scale-tier decision; until then, the crew handles it.
What about international payments?
Lou reads Stripe in multi-currency. Renewal emails render in the customer's billed currency. Decline-code mappings cover Stripe's full code library, including non-USD declines. Multi-language drafts are English-only at MVP; Spanish, French, and German are on the roadmap.
How does PorchOps handle customers on grandfathered pricing?
Lou reads Stripe subscription data including grandfathered plans. Renewal touchpoints reference the customer's actual plan, not your current pricing page. If you raise prices and want existing customers grandfathered, configure that in Stripe; Lou reads it correctly.
What if my decline rate is 0.5% — do I even need this?
Probably not as urgently. Revenue matters most when 5%+ of MRR fails per month. At lower rates, Lou is still useful for the recoveries that do happen, but Lou's renewal preparation and Hank's silent-churn watch are higher-leverage. Configure those first.
Keep going.
Failed Payment Recovery — the wedge expanded
4,000-word cluster on the dunning surface specifically. Decline-code classification, retry cadence, recovery email templates, what we recommend per ARR band.
Read →Dunning strategies for SaaS
Opinionated comparison of dunning approaches, with what we recommend at $5K, $50K, and $500K ARR.
Read →Expansion revenue signals
The expansion signals worth watching, and how to hold the conversation. Patterns that warrant one; patterns that don't.
Read →Trial conversion tactics
The day 1/7/14 cadence to build yourself, and how to think about activation thresholds.
Read →Lou — full profile
The full Lou profile with playbook, recent runs, and dogfooding receipts.
Read →
PorchOps puts a crew of AI coworkers on your back office: recovering failed payments, sorting support, keeping the books. Everything they write waits for your approval.