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Payments Research

Research for Payments & Compliance

Architecture guidance and PCI DSS compliance resources for QSAs, fintech engineers, and payment teams.

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PCI DSS Scope & Evidence

PCI DSS 4.0.1
PCI DSS 4.0.1 · Assessment Preparation

Build a PCI DSS Evidence Matrix for AWS Before Assessment

Connect potential AWS evidence to accountable owners and entity-produced artefacts, then find the gaps before assessor testing begins.

16 min August 2026
PCI DSS 4.0.1 · Acquirer Readiness

Build an Acquirer-Ready PCI DSS Evidence Pack for Your Fintech

Organise validation, scope, TPSP, incident-response and remediation evidence before an acquirer review exposes gaps and delays onboarding.

14 min August 2026
PCI DSS 4.0.1 · Change Evidence

Turn Architecture Decisions into Defensible PCI DSS Change Evidence

Connect security decisions to approvals, testing and deployed changes—without treating an ADR as proof that a PCI DSS control operated.

13 min August 2026
PCI DSS 4.0.1 · Scope Management

PCI DSS Reassessment Triggers on AWS: When Architecture Changes Need Review

Identify architecture changes that may affect PCI DSS scope or control effectiveness, then document the impact and confirm the appropriate validation approach with the responsible assessor or compliance authority.

12 min August 2026
PCI DSS 4.0.1 · Incident Response

Payment Failure Runbook: Preparing Operational Evidence for PCI DSS Review

Connect payment-failure procedures to relevant PCI DSS responsibilities, testing records and incident evidence. Exact assessment and forensic evidence requests depend on the incident and validating party.

13 min August 2026
Cost Optimization & Architecture

The CTO's Guide to AWS Architecture Economics: Eliminating Million-Dollar Waste

Identify the architecture decisions driving AWS cost, then separate defensible payment-capacity and resilience requirements from avoidable operational waste.

20 min read
January 2026
London Focus
Read Full Report
Architecture & Transformation

Architectural Redesign and Digital Transformation for London SaaS Companies

Why SaaS Transformation in London Now Depends on Cloud-Native Architectural Redesign, Not Incremental Optimisation. A comprehensive 45-minute guide for CTOs on modernising SaaS architecture with AWS.

45 min read
January 2026
London Focus
Read Full Report
Deployment Architecture · Agent Payments

The 5 Stages of Deploying Agent-Based Payment Systems (And What Breaks at Each One)

A practical breakdown of every deployment stage for agentic payment infrastructure - idempotency, agent identity, processor integration, compliance gating, and observability. Includes the minimum viable stack and the failure modes that only appear in production.

14 min read
April 2026
London Focus
Read Full Report
Payment Infrastructure · Agent Systems

The Infrastructure Required for Reliable Agent-Based Payment Execution

The 6 stages of deploying agent-based payment systems on AWS - covering IAM identity, idempotency, spend controls, CDE boundary design, observability, and failure handling. Includes PCI DSS scope analysis and the minimum viable AWS stack per stage.

18 min
April 2026
Payment Infrastructure & Fintech

AWS Agent Payment Infrastructure: A 7-Layer Architecture Guide for Fintech CTOs

A reference architecture for AWS-based payment platforms - covering Layer 1 orchestration through Layer 7 disaster recovery. Includes free interactive cost estimator and infrastructure sizing calculator.

30 min + tools
April 2026
Free Tool · Payment Infrastructure

Payment Sync Score - Infrastructure Readiness Check

21 questions across 7 critical layers. Get a scored readiness report - covering orchestration, security, compliance, cost, observability, integration, and disaster recovery - with specific gap recommendations.

5 min
April 2026
AWS Security · Governance

AWS SCP FullAWSAccess: What Happens When No SCP Is Attached to an Account

FullAWSAccess is not a permissive SCP - it is the absence of restriction. Understanding what that means for your AWS account governance, blast radius, and PCI DSS compliance posture before an SCP is attached.

10 min
April 2026
Payment Engineering · Agent Integration

Integrating Payment Processors with Agent-Based Logic: The Architecture Gap

Payment processor APIs were built for human-initiated requests. AI agents break that model in three distinct ways. The Agent Payment Gateway pattern - and the AWS architecture behind it - is the correct response.

14 min
April 2026
Payment Engineering · Idempotency

Payment State & Idempotency on AWS: Preventing Duplicate Charges at Scale

How idempotency keys, Step Functions state machines, and the transactional outbox pattern prevent duplicate charges in distributed payment systems. Covers the three critical failure modes and the AWS service stack that eliminates them.

16 min
April 2026
Payment Engineering · Distributed Systems

Payment State in Distributed Systems: The Three Failure Modes That Cost You Money

Lost responses, partial writes, and phantom transitions are the three failure modes that silently corrupt payment state in distributed AWS architectures. Learn the patterns - and the exact AWS services - that eliminate each one.

15 min
April 2026
Fintech Architecture · Strategy

The Fintech Microservices Mistake: When Splitting Too Early Slows Delivery

Use an architecture decision framework to test whether service separation improves ownership and resilience or creates avoidable operational and PCI DSS scoping complexity.

13 min
April 2026
Engineering Leadership · Architecture

Payment Architecture Decisions: How Unresolved Questions Block Engineering Sprints

Architectural ambiguity is the silent sprint killer for payment engineering teams. Discover how unresolved architecture questions cost 3–5 days per sprint, and how async architecture review eliminates the bottleneck.

12 min
April 2026
Payment Security · AWS Architecture

The Hidden Cost of Single-Account AWS for Fintech: 4 Payment-Specific Risks

Running your payment infrastructure in a single AWS account creates four compounding risks: blast radius incidents, PCI scope inflation, cost attribution failure, and security drift. Here's the account structure that eliminates them.

14 min
April 2026
Agentic Payments · Infrastructure

Is Your Payment Infrastructure Ready for Agentic Workloads?

Autonomous agents initiating payments expose infrastructure gaps standard readiness checklists never reach — non-human identity, retry atomicity, spend enforcement, and compliance audit trails for actions no human approved.

12 min
May 2026
PCI DSS · Architecture

Use Architecture Decision Records to Support PCI DSS Change Evidence

Use ADRs to record security rationale, scope impact, approvals and review dates. Treat them as supporting context—not proof that a PCI DSS control operated effectively.

11 min
May 2026
Infrastructure · Performance

Payment Latency Analysis on AWS: Finding and Fixing p99 Bottlenecks

p50 latency looks fine. p99 is where payment systems fail — and where acquirer SLA breaches, customer abandonment, and compliance findings originate. The AWS infrastructure patterns that create tail latency are predictable and fixable.

13 min
May 2026
Infrastructure · Compliance

Building a Payment Scaling Roadmap That Survives Audit

Scaling roadmaps written for engineers don't satisfy QSAs. The capacity forecasts and load test results that engineers need are necessary but not sufficient — QSAs need a different framing of the same work.

10 min
May 2026
Agentic Payments · Testing

Simulating Agent Payment Flows Before They Hit Production

Unit tests and sandbox integration tests don't catch the failures agentic payment flows produce. Non-deterministic agent decisions, retry cascades, and concurrent spend boundary conflicts require a different simulation approach.

12 min
May 2026
Observability · Agentic Payments

Observability for Agentic Payment Systems on AWS

Standard payment observability tells you what happened. Agentic payment observability tells you why the agent decided to make it happen — and whether that decision was within its authorised scope.

11 min
May 2026
Infrastructure · Cost Optimisation

Modelling AWS Infrastructure Costs for Payment Systems

AWS pricing calculators model services at face value. Payment infrastructure has non-linear cost drivers — KMS call volume, Lambda cold starts, cross-AZ data transfer — that standard estimates systematically miss.

10 min
May 2026
Agentic Payments · Resilience

Designing Safe Rollbacks for Agent-Driven Payment Systems

Rolling back a human payment is a refund. Rolling back an agent task that initiated five interdependent payments requires compensating transaction logic that most payment architectures haven't been designed for.

12 min
May 2026
Infrastructure · Resilience · PCI DSS

Multi-Region Failover for AWS Payment Infrastructure

Multi-region failover for payment infrastructure has additional complexity general resilience guides don't address — idempotency key consistency across regions, PCI DSS scope in the secondary region, and processor relationship management during the switch.

13 min
May 2026
PCI DSS 4.0.1 · Application Security

Auditing AI-Generated Code under PCI DSS v4.0.1: Scoping, Secure Coding, and Requirement 6 Compliance

Generative AI coding assistants create new compliance challenges under PCI DSS v4.0.1. Discover how assessors must evaluate AI-assisted software pipelines, manage third-party LLM risks, and verify Requirement 6 code reviews.

14 min
August 2026
PCI DSS v4.0.1 · Requirement 8 & 10

Authentication Audit Trails: Correlating Identity Events and Session Lifecycles for PCI DSS v4.0.1

Learn how to assess and validate authentication audit trails, correlate multi-source identity logs, and verify session lifecycle compliance against PCI DSS v4.0.1 Requirements 8.4, 8.6, and 10.2.

14 min
August 2026
PCI DSS v4.0.1 · Requirement 10

PCI DSS v4.0.1 Log Integrity: Building Verifiable Audit Evidence

Examine log-integrity validation, access controls, retention and review evidence under PCI DSS v4.0.1 Requirement 10. Hash chains and immutable storage are implementation options, not universal PCI DSS mandates.

14 min
October 2026
Agentic Payments · Security

The Security Risks of Giving AI Agents Access to Payment Systems

Payment controls must remain effective when the agent is wrong. Six risks and the architecture boundaries that limit unauthorised actions, duplicate payments and data exposure.

11 min read
September 2026
London Focus
Read Full Report
Agentic Payments · Identity & Access

AI Agent Identity and Access Management for AWS Payment Systems

A practical architecture guide to workload identity, least privilege, transaction authority, approval and audit controls for AI agents operating payment workflows on AWS.

16 min read
September 2026
London Focus
Read Full Report
Technical Audit · E-Commerce Security

Auditing Client-Side Script Security in PCI DSS v4.0.1: Managing Tag Managers, WAF Bypasses, and CSP Vulnerabilities

A fact-checked guide to payment-page scripts, tag managers, CSP and the revised SAQ A eligibility criterion under PCI DSS v4.0.1.

14 min
September 2026
Technical Auditing · Identity & Access

Auditing API Credentials and Application Log Retention under PCI DSS v4.0.1: A Consultant's Guide to Service Account Governance

Learn how to assess API key inventories, service account identity resolution, and application audit log retention under PCI DSS v4.0.1. Includes practical evidence checklists and testing strategies for complex multi-tenant environments.

14 min
September 2026
Audit & Scoping · Technical Compliance

Auditing CI/CD Pipeline Approvals: Proving Accountability for Automated Changes in PCI DSS v4.0.1

A practical, evidence-led guide to assessing secure change control, application and system accounts, and audit logging in automated deployment pipelines.

14 min
September 2026

Workflow Guides

How-to
Workflow Guide

Agent Identity Designer - Guide

How to generate IAM policy and Terraform starting points for payment-agent identity reviews. Outputs require environment-specific security and PCI DSS validation. Covers role templates, least privilege, CDE access, and export.

Read guide
Workflow Guide

Spend Controls Configurator - Guide

How to configure per-transaction limits, daily caps, safety rails, and approval workflows. Covers DynamoDB counters, CloudWatch alarms, and Step Functions.

Read guide
Workflow Guide

Idempotency & Safety Rails - Guide

How to configure idempotency keys and circuit breakers for 13 payment actions. Covers key strategies, TTL, backoff, and half-open state.

Read guide
Workflow Guide

Agent Payment Flow Simulator - Guide

How to analyse PCI scope for each agent placement option. Covers the four placement patterns, triggered controls, and the Architecture Brief export.

Read guide
Workflow Guide

Failure Playbook Generator - Guide

How to generate a production runbook covering API timeouts, circuit breakers, duplicate payments, DynamoDB throttles, and spend breaches.

Read guide
Workflow Guide

Agent Observability Pack Generator - Guide

How to generate CloudWatch alarms, X-Ray tracing, and DLQ monitoring for your payment agent stack. Covers all three output formats and PCI log retention.

Read guide
Workflow Guide

Arch Change Impact Analyser - Guide

How to assess the blast radius of architecture changes on your payment infrastructure. Covers dependency mapping, risk scoring, and change approval exports.

Read guide
Workflow Guide

Infrastructure Cost Modeller - Guide

How to model AWS infrastructure costs across tiers and stack configurations. Covers per-service cost breakdown, tier comparison, and CSV export.

Read guide
Workflow Guide

Agent Rollback Designer - Guide

How to design payment sagas with automatic compensation logic. Covers saga steps, rollback triggers, Step Functions JSON, and the Saga Design Brief export.

Read guide
Workflow Guide

Multi-Region Failover - Guide

How to configure Route 53, DynamoDB Global Tables, Aurora Global, and Elasticache for multi-region payment failover. Covers RTO/RPO targets and Terraform export.

Read guide
Workflow Guide

Acquirer Readiness - Guide

How to assess acquirer integration readiness across technical, compliance, and operational dimensions. Covers scoring methodology and the Readiness Report export.

Read guide
Workflow Guide

PCI Gap Analysis - Guide

How to identify PCI DSS compliance gaps across all 12 requirements. Covers gap scoring, remediation notes, priority ordering, and CSV export.

Read guide
Workflow Guide

Arch Decision Records - Guide

How to create and manage Architecture Decision Records (ADRs) for your payment infrastructure. Covers status tracking, rationale capture, and Markdown export.

Read guide
Workflow Guide

Security Controls Matrix - Guide

How to map and score security controls across your payment stack. Covers control categories, implementation status, risk ratings, and CSV export.

Read guide
Workflow Guide

Cardholder Data Flow - Guide

How to map cardholder data flows across your payment infrastructure for PCI DSS scoping. Covers data elements, flow paths, scope boundaries, and export.

Read guide
Workflow Guide

Latency Analysis - Guide

How to analyse end-to-end payment latency across your AWS stack. Covers per-hop benchmarks, P95/P99 budgets, bottleneck identification, and CSV export.

Read guide
Workflow Guide

Scaling Roadmap - Guide

How to build a payment infrastructure scaling roadmap with infrastructure sizing, cost estimates, and phased implementation tasks. Covers Markdown export.

Read guide

The payment infrastructure tools your team needs

Six free tools covering IAM identity, spend controls, idempotency, PCI scope analysis, failure runbooks, and observability - purpose-built by a certified AWS Solutions Architect for engineering teams building payment infrastructure.