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Consulting & Advisory:
Payments Engineering & AI Governance

I help regulated fintech startups diagnose architectural risk, harden payment infrastructure, and adopt AI without weakening auditability or control. 

SWIFT & SEPA Payments · Cross-Border Transaction Processing · EU/UK Regulatory · AI Governance · Leadership

15+

Years in engineering and leadership

03

Industry leader experience - FIS, Adyen & JPMC

07+

Different product & platform domains delivered

04

Geographies covered - Poland, Netherlands, UK, & India

What I deliver

Focus areas

Payment Architecture & Resilience

Diagnostic reviews of payment lifecycle, idempotency, ledger integrity, and failure recovery for teams facing scale, migration, or regulatory scrutiny.

AI Adoption Governance

Helping regulated engineering organisations adopt AI without weakening accountability, auditability, or segregation of duties

Embedded Leadership Support

Selective, scoped engineering leadership for teams that need senior judgment on tap, architecture decisions, incident readiness, team structure, delivered as an advisory engagement rather than an ongoing fractional role.

Engineering Governance & Incident Readiness

Operating-model reviews, production-readiness frameworks, and postmortem discipline built from real incident response across acquiring, ledger, and SWIFT platforms.

Career glance

Engineering Manager - JP Morgan Chase, UK (Feb 2024 - April 2026)

Lead Engineer - Adyen, Netherlands (March 2020 - Jan 2024)

Senior Software Engineer - FIS, Poland (March 2017 - Feb 2020)

Software Engineer - FIS/Clear2Pay, India (July 2011 - Feb 2017)

Writing

Insights

Lessons from real-world fintech failures and hot takes on engineering leadership, architecture, and governance in AI-era, published on Substack.

Leadership
Interviewing in AI-era

Identify who can only write code vs who can build systems using AI. 

Postmortem Files
Lessons from Visa 2018 outage

Redundancy architecture, and how to track grey failures. 

AI Governance

AI-traceability

A decision gap and missing artifact of AI-assisted engineering.

Let's talk payments, resilience, or AI governance

Open to advisory conversations, workshop partnerships, and selective embedded leadership engagements with regulated fintech teams.

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© Copyright. 2026 Kratika Jain

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