KorAI watches the APIs and AI tools your fintech depends on. When a provider changes, it shows which payments, refunds and balances are affected and prepares a tested fix for your engineers to approve.
Get in touchWhen an outside provider changes, the cost shows up in failed payments, delayed billing and engineering time.
of 3,383 major IT incidents at EU financial firms in 2025 came from third parties
ESAs DORA incident report, 2026invoice finalization can be delayed when a Stripe webhook goes unacknowledged
Stripe Billing documentationKorAI keeps your provider integrations current, so your engineers stay on product work.
Reads provider changelogs and API specs, then flags only the changes that touch your code.
Traces each change to the payments, refunds, balances and webhook handlers it affects.
Prepares the update, replays test transactions and waits for your engineers to approve. Every change is logged.
Today's tools each cover part of the problem.
Manage the APIs you build yourself, not the outside ones you depend on.
Tell you something broke after it already broke.
Check that the code still runs, not that the money is still right.
Other tools protect the code. KorAI protects the money.
Replay real user journeys against a provider change before it reaches production.
The same protection for the tools and MCP servers your AI agents call.
Reconstruct out-of-order and duplicate webhook events to reproduce failures fast.
KorAI is in development. If your team depends on outside payment, banking or identity providers, we'd like to hear from you.
Tell us which providers you depend on.
A rough estimate using your own numbers.