What Building In-House gets wrong in Financial Services
Fintech product companies that build in-house face a regulatory velocity problem that is unique in technology. AML/KYC requirements, fintech charter compliance, and AI governance regulations change faster than a product organization can track. The in-house team that is focused on product velocity may not have the regulatory intelligence bandwidth to track regulatory changes and implement them in the production system before the regulatory deadline.
Payment processing and credit decisioning systems built in-house by product engineers frequently have PCI scope and ECOA compliance gaps that are not visible in development or testing. PCI scope accumulates as payment integrations are added without scope minimization architecture. ECOA explainability gaps become visible when a regulator requests a model explanation for a denied application. Both are expensive to remediate after the system is in production.
Series A and B fintech companies that are building their core technology platform have a specific challenge: the founders and early engineers may have strong fintech domain knowledge but not compliance architecture expertise. The compliance architecture decisions made in the early sprints — data model design, audit logging, transaction monitoring — determine the compliance posture of the platform for years. Getting them wrong creates technical debt that is expensive to unwind.
What we deploy instead
We provide the fintech engineering team that combines product velocity with compliance architecture expertise. AML/KYC, PCI scope minimization, and ECOA explainability built from the first sprint — not retrofitted after the platform is built.
Full IP transfer at close. Your engineering team owns the platform and the compliance architecture.
SOC 2 and PCI DSS built into the architecture from day one — enforced automatically by ALICE at every commit.
Fixed-price engagements. Production system in 8-20 weeks. No discovery phase. No change orders.
Domain-qualified engineers with financial services experience. The senior engineer who scopes the engagement is the senior engineer who delivers it.
Full source code and documentation transferred at close. No licensing. No managed services dependency.
The compliance difference
AML/KYC, PCI DSS, ECOA fair lending, CCPA/GDPR, SOC 2. Fintech compliance architecture is a founding decision — getting it right the first time is less expensive than remediation at scale.
What switching from Building In-House looks like
Fintech technology engagement: 10-18 weeks. Team: 8-14 engineers with fintech regulatory experience. Fixed price. Full IP transfer.
Architecture review and scope definition. We review existing deliverables and identify gaps.
Scope locked, team assembled, first sprint underway. Working code from week two.
First production milestone — a working integration or system component, not a document.
Full IP transfer. Source code, documentation, operational runbooks. Your team runs the system.
Failed Vendor Recovery Playbook
Step-by-step framework for recovering from a failed Building In-House engagement — from emergency stabilisation through full re-platforming. 4-phase playbook covering stabilise, assess, transition, and normalise.