afterbuild/ops
§ V-01/fintech-ai-app-rescue
For fintech founders

Your fintech Lovable or Bolt MVP won't pass PCI. A fintech AI app rescue fixes it before the first dollar moves.

A fintech AI app rescue closes the seven gaps every AI-built fintech MVP ships broken — unsigned Stripe webhooks, leaked sk_live keys, KYC flows that spray PII through PostHog, Supabase RLS disabled on ledger tables, and no audit log. Three-day audit from $499, fixed price, senior fintech engineers. Updated Q2 2026: PCI DSS 4.0.1 is now fully mandatory, and most AI-built fintech apps fail requirement 6.2 (secure development) on the first pass.

§ 01/fintech-pain-map

Seven fintech AI app rescue pains we see every week

A fintech Lovable rescue, a Bolt.new fintech fix, and a Cursor PCI compliance AI app hardening all converge on the same seven patches. The order below is how we ship them.

F-01✕ FAIL

Fintech AI app rescue — Lovable, Stripe

A fintech Lovable rescue almost always begins here. Roughly eight in ten AI-generated fintech apps accept any POST to /api/webhooks/stripe as a real event. Anyone on the internet can forge payment_intent.succeeded. We add signature verification, an idempotent processed-events table keyed on event.id, and a dead-letter queue.

F-02✕ FAIL

PCI compliance AI app leaks secrets in the client bundle

A PCI compliance AI app audit finds sk_live Stripe keys, Supabase service-role keys, and Plaid client secrets in the frontend bundle of one in four fintech scaffolds. The generator does not distinguish public from server-only. We rotate, move every call behind a server action, and add a CI check.

F-03✕ FAIL

KYC flow ships PII through analytics snippets

A KYC form rendered client-side alongside PostHog, GA, and Sentry leaks SSNs and dates of birth to every analytics pipeline on the page. We move the KYC submit to a server action, strip the form from autocapture, and treat Persona, Plaid IDV, Sumsub, or Onfido as the canonical identity store.

F-04✕ FAIL

Supabase RLS is off on ledger and accounts tables

Fintech supabase scaffolds disable RLS on transactions, accounts, and ledger_entries in roughly seventy percent of cases. The anon key reads any row. A fintech Lovable rescue enables RLS, writes auth.uid() policies, adds admin-only server policies, and ships a CI test that fails the build on an unprotected financial table.

F-05✕ FAIL

No idempotency on payment or transfer writes

Stripe retries every webhook up to three days. Without an idempotent write, each retry creates a duplicate ledger row, a double capture, or a second Connect transfer. We add a processed-events table, guard every financial mutation in a check-and-insert transaction, and backfill historical events so the ledger matches the Stripe dashboard. Stripe Radar's Q1 2026 risk-scoring model update penalizes fintech apps with weak fraud controls more aggressively; AI-generated code that retries failed charges without cooling off now trips higher block rates than it did in late 2025.

F-06✕ FAIL

Auth flow has no MFA and sessions never rotate

Fintech auth must rotate session IDs on login, enforce MFA on high-risk endpoints, and log every access to a PII or financial record. AI-generated auth does none of that by default. We add TOTP MFA, rotate cookies on sign-in and privilege elevation, and wire an append-only audit log with a tamper-evident hash chain. 2026 reality: US state-level BSA reporting requirements tightened this year; AI-generated apps routinely skip the audit logging a bank-partner review now demands before go-live.

F-07✕ FAIL

Admin panels leak cross-customer data through missing guards

Generated admin dashboards check a role on the client and let the browser render. Any authenticated user can hit the underlying API and pull data for every customer. We replace client-side gating with server-enforced RLS, add a dedicated admin JWT claim, and ship a Playwright test that signs in as non-admin and fails if any admin route returns data.

§ 02/pci-compliance-pressure

PCI, KYC, and partner-bank pressure on a PCI compliance AI app

Fintech compliance reviews reject AI-generated scaffolds on four or five findings almost every time. The most common rejection is that the webhook handler cannot prove it actually received the event from Stripe. Without stripe.webhooks.constructEvent and a shared signing secret, anyone can POST a forged event and trigger a fulfillment or a Connect transfer. The Stripe webhook signature documentation and the PCI Security Standards Council guidance define the primitives; AI builders skip both.

The second rejection is almost always audit-log absence. Regulators and partner banks expect an append-only record of every access to a financial row, every admin action, every KYC state change, and every payout authorization. AI builders generate neither the table nor the middleware that writes to it. A fintech rescue installs a hash-chained audit log, wires middleware on every authenticated request, and adds a test that fails the build if a financial mutation path bypasses the log. It is the cheapest finding to close and the single highest-impact one on a compliance review.

The third pressure is data segregation. A fintech app routinely sends SSNs, bank account numbers, and transaction history through the same code path as the marketing analytics snippet. SSNs have ended up in PostHog payloads and Sentry breadcrumbs on more than one engagement. We add a PII redaction layer on every observability integration, move all KYC fields to server-side ingest, and treat the identity vendor as the canonical store rather than a Supabase table. The generated code always got this wrong, which is why a fintech Lovable rescue catches it on the first pass.

§ 03/sarah-fintech-story

Sarah's fintech Lovable rescue — from unsigned webhooks to PCI-aware launch

Sarah is a fintech founder building a small-business lending product on Lovable. She had a demo working in three weeks: a signup flow, a KYC form, and a Stripe Connect onboarding for the SMB accounts that would receive funds. A partner bank scheduled a technical review for the following Tuesday. Sarah shared the repo on a Thursday. The review pack came back with seven findings: unsigned webhooks, sk_live in the frontend bundle, no RLS on the ledger_entries table, SSNs in PostHog payloads, no audit log, no MFA on the operator account, and admin routes guarded only by a client-side role check.

We shipped the fintech AI app rescue in six business days. Day one: secret rotation, bundle scan, and RLS on every financial table. Day two: Stripe webhook signature verification with an idempotent processed-events table and a dead-letter queue. Day three: KYC server-action refactor with Persona as the canonical identity store and PII stripped from analytics. Day four: hash-chained append-only audit log with middleware on every authenticated request and a nightly chain verifier. Day five: MFA and session rotation on the operator account, admin-only JWT claim, and a Playwright test that fails if a non-admin hits an admin route.

The partner bank cleared the review on Tuesday. Sarah took the delivery doc, the Loom walkthrough, and the Playwright suite, and onboarded her first lending customer three days later. The seven findings did not recur because the regression test suite catches any of them before they land on main. Total fintech rescue was $3,999 fixed, inside a single week, with no hourly billing.

§ 06/fintech-pricing

Fixed-price fintech AI app rescue tiers

price
$499
turnaround
3 days
scope
Written fintech AI app rescue audit across seven findings: webhooks, secrets, KYC, RLS, idempotency, MFA, audit log.
guarantee
Fixed price · PDF + Loom
Start fintech audit
most common
price
$3,999
turnaround
1 week
scope
Close every Critical finding: signed webhooks, secret rotation, RLS, idempotent writes, session rotation, audit log install.
guarantee
Fixed scope · break-the-fix-loop
Start fintech remediation
price
$7,499
turnaround
2–3 weeks
scope
Full fintech rescue: Connect reconciliation, KYC integration, subscription state machine, Playwright suite, production cutover.
guarantee
Handoff · runbook · test suite
Start full rescue
§ 07/fintech-faq

Fintech AI app rescue questions, answered

What does a fintech AI app rescue cover?

A fintech AI app rescue covers the seven patches that close an AI-built fintech MVP: Stripe webhook signature verification, secret rotation and bundle scan, KYC integration with server-side submit, RLS on every financial table, idempotent payment writes, MFA with session rotation, and a hash-chained append-only audit log. Scope starts with a three-day audit at $499 and rolls into a fixed-price remediation.

Can I launch a fintech app built in Lovable?

Not without a fintech Lovable rescue first. Lovable generates a working Stripe checkout and a Supabase schema on the happy path, but it skips the three things a fintech rescue engineer has to finish: signed webhook handlers, idempotent retry handling, and row-level security on the financial tables. A three-to-seven-day audit closes those gaps before the first real dollar moves.

How long until my Bolt.new fintech MVP is PCI-aware?

A PCI compliance AI app rescue on a Bolt prototype typically runs five to ten days for a codebase under ten thousand lines. Day one is the audit: webhook verification, secret exposure, Supabase RLS on the ledger, and KYC wiring. Days two to seven are the fixes: Stripe Elements for SAQ-A scope, server-side signing, idempotent order writes, and an append-only audit log. Day eight onward is the production cutover.

What does a fintech security audit cost?

The fintech audit is a fixed $499 for a three-day engagement. It covers Stripe webhook verification, idempotency, RLS on every financial row, secret leakage in the client bundle, admin-route access control, rate limits on checkout and authentication, and an honest SAQ-A posture review. Every Critical and High finding ships with a patch diff. If more than six Criticals land, we roll the audit into a $3,999 break-the-fix-loop engagement.

Do you handle Stripe Connect / marketplace payouts in fintech rescues?

Yes. Connect is one of our most common fintech engagements. We handle account onboarding through Express or Custom, KYC forwarding, capability gating on payouts, destination charges versus separate charges and transfers, application fee splits, and the reconciliation job that reconciles the platform ledger against the Connect account balance. Typical scope is seven to fourteen days at ten to fifteen thousand dollars.

Can you wire KYC and identity verification (Persona, Plaid IDV, Sumsub, Onfido)?

A KYC integration is typically a $799 fixed-price integration fix. Scope is the backend service module, webhook handlers for verification.completed and verification.failed, a Supabase row mirroring per-user KYC state, RLS policies that block high-value transactions until clearance, and a manual-review queue for borderline cases. We do not replace a compliance officer, but the data model supports one when you hire.

Do we need SOC 2 or PCI attestation before launch?

Not before your first ten customers. SOC 2 Type I takes about eight weeks of evidence collection once production is live. Before launch you need the technical baseline SOC 2 and PCI-DSS ask for anyway: access control, audit logs, secret management, backup and restore, incident response. Our fintech rescue builds that baseline in so the auditor has less to find when you do start Type I. See the PCI Security Standards Council guidance at pcisecuritystandards.org.

Next step

Ship the fintech AI app rescue before your compliance review.

Send the repo. In 48 hours we return a written list of every fintech finding and a fixed-price path to close them. Audit from $499, remediation from $3,999, no hourly billing.