Fintech & Financial Services
AI Automation & Custom Software for Fintech
We build FCA-compliant, MAS-ready fintech platforms, AI automation, and financial software for banks, neobanks, lending platforms, insurance tech companies, and investment platforms across the UK, USA, Singapore, UAE, and Europe. Automate compliance workflows, reduce fraud, and scale your financial operations without regulatory risk.
What fintech problems can AI and custom software development solve?
The three biggest technology problems in fintech are: (1) manual KYC and AML compliance consuming 30-50% of operations time, (2) high fraud rates caused by rule-based detection systems that cannot adapt to new attack patterns, and (3) fragmented data across payment rails, core banking, and CRM preventing real-time financial insight. SpiderHunts solves all three - through AI-powered compliance automation, ML fraud detection, and custom API integration for financial services companies across the UK, USA, Singapore, UAE, and Europe.
Fintech Software Development Services
From AI fraud detection and KYC automation to full neobank infrastructure - every engagement is architected for regulatory compliance, financial-grade security, and production scalability.
AI Fraud Detection & Risk
Machine learning models that detect fraudulent transactions in real time - reducing false positives by 60-80% compared to rule-based systems. Trained on your transaction data, continuously updated, and integrated directly into your payment processing pipeline.
Learn more ->KYC & AML Automation
AI-powered identity verification, document processing, sanctions screening, and transaction monitoring - automating 70-80% of compliance workflows while maintaining full audit trails for FCA, MAS, and FinCEN regulatory requirements.
Learn more ->Payment Platform Development
Custom payment processing platforms, digital wallets, card issuing APIs, and payment gateway integrations using Stripe, Adyen, Marqeta, and local payment rails (Faster Payments, SEPA, ACH, SWIFT, PayNow, iDEAL).
Learn more ->Neobank & Core Banking
End-to-end neobank infrastructure including current accounts, savings, lending, card management, and open banking integrations - built on modern API-first architecture with FCA and PSD2 compliance built in from day one.
Learn more ->Financial Analytics & Reporting
Real-time financial dashboards, regulatory reporting automation (MiFID II, EMIR, Basel III), management information systems, and AI-powered financial forecasting tools for banks, asset managers, and insurance companies.
Learn more ->Open Banking & API Integration
PSD2, CDR, and Plaid/MX open banking integrations enabling account aggregation, payment initiation, credit decisioning, and financial data enrichment - connecting your platform to the broader open finance ecosystem.
Learn more ->Why Fintech Companies Choose SpiderHunts
Regulated financial services software demands a different level of engineering rigour. We bring multi-jurisdiction compliance knowledge, production ML experience, and fintech-paced delivery to every engagement.
Regulatory Compliance by Design
FCA, MAS, ASIC, SEC, and FinCEN compliance is architected in from day one - not added as an afterthought. This means faster regulatory approval, fewer audit findings, and lower compliance risk.
ML Fraud & Risk Expertise
Our machine learning engineers have built production fraud detection systems handling millions of transactions - with real-world experience reducing false positive rates and improving detection accuracy for payment and lending platforms.
Open Banking Integration
Deep experience with PSD2, CDR, Plaid, Finicity, and major banking APIs - enabling rapid integration with the open banking ecosystem without building from scratch.
40-60% Cost Savings
UK and US fintech agencies charge $150-250/hr. Our senior engineers deliver the same regulatory-compliant output at a fraction of the cost - letting your fintech budget go significantly further.
Multi-Jurisdiction Expertise
We serve fintech clients regulated under FCA (UK), MAS (Singapore), ASIC (Australia), DFSA (UAE), ADGM, and SEC/FINRA (USA) - with compliance knowledge specific to each financial jurisdiction.
Fintech-Paced Delivery
Fintech markets move fast. Our 10-week MVP model lets regulated fintech companies launch, test with real users, and iterate within a single regulatory reporting cycle.
Fintech Keywords & What We Build
The search terms fintech founders, CTOs, and financial services technology buyers use - and the exact solutions we deliver against each one.
| Fintech Keyword | Search Intent | What We Build |
|---|---|---|
| fintech software development UK | Commercial/transactional | FCA-compliant platforms, PSD2, SCA, open banking |
| AI fraud detection fintech | Commercial investigation | ML transaction models, real-time scoring, false positive reduction |
| KYC automation software | Compliance-driven | Document AI, sanctions screening, AML monitoring automation |
| neobank development | Transactional | Core banking API, card issuing, digital wallet, open banking |
| payment platform development | Transactional | Stripe/Adyen integration, payment rails, wallet, card management |
| open banking API integration | Commercial | PSD2, CDR, Plaid/MX, account aggregation, payment initiation |
| lending platform development | Transactional | Credit scoring AI, loan origination, underwriting automation |
Fintech Sectors & Specialisms We Serve
From FCA-regulated neobanks to Singapore MAS-licensed payment platforms - our fintech software experience spans the full spectrum of regulated financial services.
Fintech Software Development - Frequently Asked Questions
Do you build FCA-regulated software for UK fintech companies?
Yes. We build software for FCA-regulated fintechs - including payment service providers, e-money institutions, investment platforms, and lending companies. Our UK fintech builds include secure API architecture, FCA-aligned audit logging, strong customer authentication (SCA/PSD2), Consumer Duty compliance documentation, and UK GDPR data handling. We understand the FCA regulatory technology expectations and can support your compliance team with documentation for authorisation and supervision processes.
Can you integrate Open Banking APIs (PSD2/CDR)?
Yes. We build Open Banking integrations using PSD2-compliant APIs in the UK and Europe, Australia's CDR framework, and equivalent APIs in Canada and the US (Plaid, Finicity, MX). Use cases include account aggregation, payment initiation, financial data enrichment, and automated reconciliation. We have experience with the major UK Open Banking providers and understand the consent management and data sharing requirements that apply under PSD2 and the UK's Open Banking Implementation Entity (OBIE) standards.
What AI use cases deliver the best ROI in fintech?
The highest-value fintech AI applications we build include: AI fraud detection (reducing false positives by 60-80%), automated credit scoring and underwriting, KYC/AML document processing automation, intelligent customer support chatbots, and AI-powered financial advice and planning tools. We prioritise AI use cases with clear, measurable ROI - quantified in reduced fraud losses, compliance cost savings, or conversion rate improvements - rather than AI projects that are technically impressive but commercially marginal.
Can you build neobanks, digital wallets, and payment platforms?
Yes. We build core banking infrastructure, digital wallet platforms, payment processing systems, and card issuing APIs - including integrations with Stripe, Marqeta, Galileo, Banking Circle, and local payment rails (SEPA, Faster Payments, ACH, SWIFT). Our neobank builds typically include customer onboarding flows with KYC, account management, transaction history, push notifications, and an operations portal for your compliance and support teams.
How do you handle data security for financial software?
Financial software we build includes: end-to-end encryption (AES-256), tokenisation of sensitive financial data, PCI-DSS compliant cardholder data environments, penetration testing prior to launch, real-time anomaly detection, and role-based access controls with full audit trails meeting FCA, MAS, ASIC, and SEC standards. We work with your information security team to align with your existing security policies and can support ISO 27001 certification processes where required.
How long does it take to build a fintech platform?
A focused fintech MVP (payment portal, lending application, or investment dashboard) takes 10-14 weeks. A full neobank or insurance platform takes 20-36 weeks. We use two-week sprints with working demos at each milestone, giving compliance and business stakeholders continuous visibility into progress. Regulatory requirements are designed in throughout - not handled as a final sprint before launch - which avoids costly late-stage rework.
What does fintech software development cost?
Fintech development through SpiderHunts typically ranges from $30,000 for a focused MVP to $250,000+ for a full banking or insurance platform. Our fintech clients achieve 40-60% cost savings compared to domestic UK or US fintech agencies - with the same compliance standards and engineering quality. We offer fixed-price contracts for well-scoped projects and milestone-based payment structures for larger multi-phase platforms.
Fintech Development Guides & Resources
Practical guides for fintech founders, CTOs, and financial services technology leaders making software and platform decisions.
Fintech Software Development: A Complete Guide for 2026
A comprehensive guide covering fintech platform architecture, regulatory compliance, vendor selection, cost benchmarks, and implementation timelines for fintech founders and product leaders.
Read guide ->AI-Powered Analytics and Business Intelligence in 2026
How financial services companies are using AI-powered analytics to generate real-time business intelligence, automate regulatory reporting, and improve decision-making across lending, payments, and investment operations.
Read guide ->How to Build a SaaS Product From Scratch in 2026
A practical guide for fintech founders building their first SaaS platform - covering architecture decisions, compliance requirements, infrastructure choices, and go-to-market considerations.
Read guide ->The Complete Guide to Custom Software & AI for Business
A practical guide to identifying, prioritising, and implementing AI automation across financial services operations - with real ROI benchmarks and compliance considerations for regulated environments.
Read guide ->GDPR Compliance for Software Development: A Practical Guide
What fintech and financial services software teams need to know about GDPR and UK GDPR compliance - covering data architecture, consent management, subject access rights, and breach notification obligations.
Read guide ->Related Services
Machine Learning
Fraud detection models, credit scoring, algorithmic trading, and churn prediction.
Learn more →AI Agents
Autonomous compliance agents, trade monitoring bots, and customer intelligence systems.
Learn more →SaaS Development
Regulated fintech SaaS platforms, payment infrastructure, and investment tools.
Learn more →Business Automation
KYC automation, compliance reporting, transaction processing, and alert workflows.
Learn more →Related Guides & Articles
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FCA & MAS compliant - PSD2 & open banking ready - UK, USA, Singapore, UAE & Europe