Building the AI-ready data engineering solutions for Finance & Banking

Adopt scalable AI, data engineering, and automation solutions proven to increase operational efficiency, reduce fraud, and personalize customer engagement.

Custom AI and data engineering solutions for Finance & Banking

Leaders trusting our AI solutions:

10+

years helping enterprises

50+

market-ready solutions delivered

40%

of cost savings with component-based development

Proud members and partners of

Xenoss collaborates with leading industry organizations and standards bodies to advance AI and Data Engineering development

Finance and banking pain points we eliminate

Financial institutions face mounting fraud threats, tightening compliance regulations, rising customer expectations for personalization, and spiraling operational costs.
Xenoss helps fight fraud proactively, streamline compliance, deliver hyper-personalized services, and automate inefficient processes — securely and at scale.

Fraud detection

Surge in synthetic identity fraud, account takeovers, and increasingly sophisticated scams

Risk assessment

Inaccurate, biased, and outdated credit scoring and risk assessment models undermine decision-making

Regulatory compliance

Manual, error-prone AML and KYC processes increase regulatory risk and audit failures

Duplicate transactions

Challenges in detecting duplicate payments or incorrect debits

Limited use of data

Underutilization of transactional and behavioral data limits revenue growth, risk insights, and customer engagement

Market volatility

Delayed response to rapid market changes

Customer churn

Lack of tools to predict early signs of dissatisfaction

Inefficient audit

Manual auditing is slow, resource-intensive, and error-prone

How Xenoss supports teams in finance & banking

Fraud and duplicate transaction detection

Verify transactions in real-time with high-performance data pipelines and flag unusual patterns in transactions or behavior

Predictive credit scoring

Build AI-driven credit scoring models that improve approval rates, reduce bias, and ensure regulatory transparency

Data compliance and security

Strengthening data governance, security, and AI explainability to meet regulatory standards like FSOC, GDPR, and OCC AI guidance

AI-driven personalization

Personalizing marketing, client onboarding, and service communications using AI-powered customer segmentation and dynamic content automation

Wealth management and investment platforms

Empower clients with AI-driven investment platforms offering real-time portfolio insights, personalized strategies, and compliant advisory services

Market monitoring and prediction tools

Equip your teams with AI tools for predictive market analysis, real-time risk assessment, and automated trading strategies

Churn prediction algorithms

Predict customer churn risk in real time and trigger personalized retention strategies to maximize lifetime value

Automated reconciliation

Streamline audits with generative AI banking assistants, document processing, and anomaly detection

Anomaly detection

Detect suspicious financial activity in real time with AI-driven models to prevent fraud and support regulatory compliance

Predictive modeling

Forecast risks and opportunities with Scikit-learn, XGBoost, or H2O.ai

Decision engines

Deploy AI-driven decision systems that deliver faster, more accurate, and auditable outcomes across lending, compliance, and customer operations

Streaming real-time analytics

Support decision-making in underwriting, anti-fraud, and customer segmentation with real-time insights

Data matching

Automate record reconciliation, KYC verification, and compliance reporting with AI-driven fuzzy matching at scale

Automated data pipelines

Building AI-ready, event-driven data pipelines to fuel real-time fraud detection, credit risk scoring, and personalized banking services

Algorithmic trading models

Design and deploy AI-driven trading algorithms that optimize execution speed, reduce latency, and maximize risk-adjusted returns

OCR (Optical Character Recognition)

Extract, structure, and validate data from financial documents using AI-powered OCR for faster processing and improved compliance

Why choose Xenoss AI and data FinTech engineers

Real-time data specialization

Process petabytes of real-time transaction data, global market feeds, and customer interactions to deliver instant insights for enterprise-scale trading, fraud prevention, and operational efficiency

Multi-cloud strategy

Architect scalable, resilient, and cost-effective multi-cloud solutions tailored for enterprise financial operations. Ensure low latency for global transactions, efficient workload distribution, and uninterrupted operations during peak market activity

Premium engineering quality

Collaborate with seasoned engineers with extensive experience in enterprise-grade financial solutions. Xenoss ensures robust, scalable infrastructure capable of supporting complex financial workflows and high availability across your enterprise

Speed of delivery

Launch faster with Xenoss pre-built development accelerators designed for enterprise financial needs. Rapidly deploy data engineering and machine learning banking solutions to maintain competitive advantage at scale

Tech agnostic

Select the tools and platforms that best align with your enterprise’s financial ecosystem. Xenoss engineers bring deep expertise across diverse technologies, ensuring seamless integration and optimal performance for large-scale operations

Scalable AI models

Develop and deploy enterprise-grade AI models tailored for financial services, enabling real-time performance in areas like algorithmic trading, portfolio optimization, predictive risk management, and customer analytics

Secure AI finance & banking solutions

Protect sensitive financial and customer data across the enterprise with Xenoss secure AI solutions. Employ privacy-preserving techniques to train and deploy AI models, ensuring compliance with stringent industry regulations

Specialized AI expertise

Xenoss engineers excel in predictive modeling for credit risk and market trends, computer vision for fraud detection at scale, and conversational AI for hyper-personalized customer service and financial advisory

Build custom data engineering and AI tools for Banking & Fintech

At Xenoss, we focus on creating robust system frameworks, streamlining IT infrastructure, and handling sophisticated system integrations.

Our solutions empower banks and financial service providers to deliver unparalleled reliability, effortless scalability, and top-tier performance for their FinTech solutions.

Some of the advanced financial technology systems we build and maintain include:

Credit scoring and risk assessment tools
Fraud detection platforms
Regulatory compliance & RegTech systems

Chatbots and virtual financial assistants
Robotic process automation (RPA) systems
Invoicing copilots & customer support bots

Digital wallets
Banking-as-a-Service (BaaS) platforms
Mobile P2P payment solutions
Business credit systems

Accounting and bookkeeping platforms
Algorithmic trading engines
Digital banking platforms

How to start

Transform your enterprise with AI and data engineering—faster efficiency gains and cost savings in just weeks

Challenge briefing

2 hours

Tech assessment

2-3 days

Discovery phase

1 week

Proof of concept

8-12 weeks

MVP in production

2-3 months

Featured projects

Implementing a proprietary SDK with a lightweight tracker for a new generation mediation platform

AdTech

Implementing a proprietary SDK with a lightweight tracker for a new generation mediation platform

Learn More

Developing a gaming advertising platform with 1.4B monthly video impressions

Solution development | High load

Developing a gaming advertising platform with 1.4B monthly video impressions

Learn More

Building Performance-Oriented Mobile DSP with Innovative User Behavior Prediction Mechanism

Solution development | AI & ML

Building Performance-Oriented Mobile DSP with Innovative User Behavior Prediction Mechanism

Learn More

Fast rollout of AI-powered creative management platform used by Nestlé, Adidas & Uber

Solution development | AI & ML

Fast rollout of AI-powered creative management platform used by Nestlé, Adidas & Uber

Learn More

Building a video-on-demand platform with 1.1M monthly users for a leading content distributor in Europe

Solution development | High load

Building a video-on-demand platform with 1.1M monthly users for a leading content distributor in Europe

Learn More

Reducing infrastructure costs by 20 times for a programmatic ad marketplace with 1B audience reach

Solution development | High load

Reducing infrastructure costs by 20 times for a programmatic ad marketplace with 1B audience reach

Learn More

Multifunctional Customer Data Platform (CDP)

AdTech | High load

Multifunctional Customer Data Platform (CDP)

Learn More

See how we help banking and financial institutions adopt AI without risks

Speak with one of our senior engineers or solution architects about your current tech stack, goals, and how to scale with AI.

Xenoss team helped us build a well-balanced tech organization and deliver the MVP within a very short timeline. I particularly appreciate their ability to hire extreme fast and to generate great product ideas and improvements.

Oli Marlow Thomas,

CEO and founder, AdLib

Get a free consultation

What’s your challenge? We are here to help.

Leverage more data engineering & AI development services

AI capabilities

Predictive modeling
Computer vision
Conversational AI
Generative AI
AI consulting

Data Engineering

Data fabric
Data platforms
Data pipelines
Data infrastructure
Data migration
Data mining and preparation
Infrastructure cost optimization
Data stack integration
Real-time data solutions
Data analytics solutions
Data visualization & reporting solutions
Enterprise application modernization services
Data strategy
Data engineering consulting
Business intelligence

Machine Learning and automation

ML & MLOps
ML system TCO optimization
Model & algorithm development and integration
RPA (Robotic Process Automation)

Building the AI-ready data engineering solutions for Finance & Banking

Finance and banking pain points we eliminate

How Xenoss supports teams in finance & banking

Why choose Xenoss AI and data FinTech engineers

Build custom data engineering and AI tools for Banking & Fintech

Implementing a proprietary SDK with a lightweight tracker for a new generation mediation platform

Developing a gaming advertising platform with 1.4B monthly video impressions

Building Performance-Oriented Mobile DSP with Innovative User Behavior Prediction Mechanism

Fast rollout of AI-powered creative management platform used by Nestlé, Adidas & Uber

Building a video-on-demand platform with 1.1M monthly users for a leading content distributor in Europe

Reducing infrastructure costs by 20 times for a programmatic ad marketplace with 1B audience reach

Multifunctional Customer Data Platform (CDP)

See how we help banking and financial institutions adopt AI without risks

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