AI Development Services & AI Software Development, Code & Pepper

We design, build, and integrate custom AI software for FinTech, HealthTech, InsurTech, SaaS, and enterprise digital products.

Need AI for your business? We’ll make it happen.

Build your AI product with Code & Pepper

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How does our AI software development process work?

Outsource smarter, not harder. Let us bring AI to your FinTech or HealthTech system. Our AI software development service follows a product-first process: validate the business case, check data readiness, design the architecture, build the AI feature, integrate it into the product, and monitor performance after release. If you need to launch an AI product, modernise an existing platform, or add intelligent automation to a regulated workflow, Code & Pepper gives you the product engineering team to do it properly.

AI discovery and use case selection.

We identify the highest-value AI opportunity and define the business outcome, user need, success metric, data source, and product risk.

Seamless Team Augmentation / Tech Team Outsourcing

Our experts in React Native, Angular, and Node.js development services integrate into your team to deliver results fast.

Data readiness and risk assessment.

We review data quality, access, structure, privacy exposure, compliance constraints, model suitability, and integration requirements.

Architecture and UX design.

We design the AI workflow, user journey, permission model, backend services, API layer, monitoring logic, and fallback paths.

AI development and integration.

We build the application layer, connect models or AI services, create secure data flows, and integrate the solution with your existing systems.

Testing, evaluation, and guardrails.

We test accuracy, latency, edge cases, usability, access control, hallucination risk, failure states, and operational reliability.

Deployment and continuous improvement.

We release the AI solution, monitor outputs, collect user feedback, improve prompts or models, and maintain the product after launch.

AI-Powered ESG Insights – GaiaLens Case Study

GaiaLens uses AI to detect greenwashing, helping institutional investors make informed ESG decisions.

We enhanced their platform by integrating AI-driven features for data analysis, reporting, and user interactions.

✔️ AI-Powered Screening. Automatically analyzes companies for ESG compliance and greenwashing risks.

✔️ Live ESG Alerts. Real-time notifications on company actions and PR risks.

✔️ AI Chat with Document Analysis – Users can upload reports and chat with AI to extract key ESG insights instantly.

✔️ Automated ESG Reports. AI-generated reports help investors compare sustainability metrics across organizations.

Read the case study Read the case study

Why build your team with Code & Pepper

We’re not just a service provider, we’re a FinTech & HealthTech oriented software development partner.

Performance evaluation

We have +18 years of experience
in FinTech and we know this market
inside out.

Near you

Code & Pepper is an EU-based company with HQ in Poland and an office in London. The time zone is CET and it’s easy to meet in person.

Transparent

We believe in open communication
and absolute honesty, when it comes
to your project.

Involved

We don’t limit ourselves to only what is in the contract. Whenever we see something that could be improved, we show it to you and discuss it.

Flexible

When time comes and you need to scale up the team, we’re there for you with a new set
of candidates.

Bidirectional

We focus on you, but keep the team members in mind too. By caring for their career development and professional education, we ensure your team’s stability, reliability and willingness to stay on board your project.

Software development team building
and management

Need to scale up or build a team from scratch?
Leave your contact details and we’ll get back to you to talk about software team augmentation.

Agnieszka

Sales Director

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Custom Solutions for Individual Needs.
Spice Up Your Code With Our Seasoned Engineers.

Working on your AI-Driven Software Development or AI Systems Integration, we can run the whole development from top to bottom or step in the middle of the process. We can create a new application, enhance your current team, create a UX/UI design, or carry you through digital transformation. Whatever you need, the way you need it.

Complete Product Development

Have your MVP built by experts: from key user stories to complete web or mobile development. This service is perfect if you want to outsource product development to a reliable technology partner.

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Team Augmentation

Skilled and motivated Developers, UX Designers, Product Owners or Project Managers can join your crew to up your game. We make sure new recruits adapt fast to the team and company culture.

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Digital Transformation

Transform your company with the software that will let you focus on customer experience and address real-life challenges. You can also increase the company’s operational performance.

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Custom FinTech Product Design

You have domain knowledge and a rock-solid product. But you might be missing the User Interface and User Experience. Our design team will help you turn functional requirements into an engaging app.

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Technologies used at Code & Pepper

This versatility enables us to create optimal solutions or swiftly adapt to different technology stacks across varied projects. Everything you need for your AI-Driven Software Development or AI Systems Integration. 

TypeScript

React.js

Node.js

React Native

JavaScript

Amazon Web Services

…and more

Clients share their thoughts

Thomas McHugh Founder and Director
Finbourne

We have used a variety of skill sets provided by Code & Pepper, including UX design and development. We have also found using their Scrum process to be very beneficial to measuring the progress of the project. We are happy to recommend Code & Pepper as a partner.

See case study

PhD Johannes Fritz Project Manager
Global Trade Alert

Code & Pepper became involved in the design process already at the bidding stage. Even though they didn’t have much time to answer our complex request for tenders, the effect was mind-blowing. They had a very practical approach from the very beginning, and this is what made us select them.

See case study

Tejas Labhshetwar Founder and CEO
Gyanberry

Code & Pepper is a great team to work with all those who want to bring their ideas to life! It’s like having a pool of experts sitting right next to you. Their attention to detail, transparency and ability to meet deadlines is impressive.

See case study

Our clients are backed by industry leaders

FinTech technology thrives best in a robust ecosystem of strategic partners.
Big players are leading the way but there is still room for tech-savvy disruptors. Join the fold!

Who are our AI development services for?

Our AI development services are built for founders, CTOs, product leaders, innovation teams, and enterprise decision-makers who need reliable AI technology solutions without turning their product into an experiment.

HealthTech Companies

HealthTech companies use our artificial intelligence app development services to improve patient-facing tools, clinician workflows, triage support, data analysis, operational automation, and secure digital health platforms.

FinTech Companies

FinTech companies use our artificial intelligence software development services to build AI-powered analytics, risk scoring, compliance workflows, financial document processing, portfolio insights, and intelligent customer support.

InsurTech Companies

InsurTech companies use our AI based solutions to automate claims review, underwriting support, fraud detection, document extraction, customer communication, and policy administration workflows.

SaaS companies

SaaS companies use our AI application development services to add AI assistants, semantic search, recommendations, workflow automation, natural language reporting, and productivity features.

What delivery models are available?

Code & Pepper offers flexible artificial intelligence services development through three delivery models.

End-to-end

End-to-end AI product development – We build the product from discovery to deployment, including UX/UI, frontend, backend, AI integration, cloud infrastructure, QA, and maintenance.

AI Team Augmentation

AI team augmentation – We add artificial intelligence developers, frontend engineers, backend engineers, QA specialists, DevOps engineers, or UX/UI designers to your existing product team.

AI Integration Support

AI integration support – We help you add AI features to an existing product through API integration, model connection, data flow design, prompt workflows, and production monitoring.

How can AI create value in FinTech, HealthTech, InsurTech, and SaaS?

AI creates value when it improves a workflow that already matters: faster analysis, lower manual effort, better prioritisation, clearer user guidance, or more accurate decisions.

Our proven strategy

In FinTech

artificial intelligence software development can support transaction analysis, portfolio insights, financial reporting, risk scoring, fraud signals, customer service, Open Banking data interpretation, and compliance workflows.

In HealthTech

AI can support patient communication, workflow triage, clinical administration, data extraction, operational planning, and secure analysis of structured or unstructured healthcare data.

In InsurTech

AI can support document intake, claims routing, loss estimation, fraud detection, underwriting assistance, policy comparison, customer support, and internal workflow automation.

In SaaS

AI can support semantic search, personalisation, onboarding, product analytics, support automation, smart notifications, and natural language interfaces.

Do you need a similar solution?

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FAQ – Frequently Asked Questions

What is an AI development service?

An AI development service helps companies design, build, integrate, and maintain software that uses artificial intelligence to automate tasks, analyse data, generate insights, or improve product experiences. Code & Pepper provides this service for FinTech, HealthTech, InsurTech, SaaS, and enterprise product teams.

What should I expect from an AI software development company?

A strong AI software development company should provide more than model access. It should validate the business case, assess data readiness, design secure architecture, build the application layer, integrate AI models, test outputs, and support the product after release.

Is Code & Pepper a custom AI development company?

Yes. Code & Pepper is a custom AI development company that builds tailored AI features, applications, and integrations instead of forcing clients into generic tools. Our custom AI development work can include LLM integrations, AI chat interfaces, document analysis, workflow automation, predictive analytics, and computer vision software development.

Do you provide artificial intelligence app development services?

Yes. As an artificial intelligence app development company, Code & Pepper provides artificial intelligence app development services for web and mobile products. We can build an AI application from scratch or add AI-powered features to an existing FinTech, HealthTech, InsurTech, or SaaS platform.

Can you support enterprise AI solutions?

Yes. We build enterprise AI solutions that connect AI capabilities with secure architecture, user permissions, cloud infrastructure, APIs, monitoring, and long-term software maintenance. Enterprise AI solutions require more than a proof of concept; they need reliable product engineering.

Do you offer computer vision development services?

Yes. Code & Pepper provides computer vision development services for products that need image recognition, visual data analysis, object detection, document capture, automated review, or AI-assisted quality control. We can act as a computer vision development company or support your existing team with computer vision software development services.

How do you compare with other artificial intelligence development companies?

Many artificial intelligence development companies focus on AI experiments. Code & Pepper focuses on production software. We combine artificial intelligence software development, product design, backend engineering, cloud, APIs, and industry knowledge to create AI solutions that users can trust.

Can Code & Pepper help if we already have an AI prototype?

Yes. We can review the prototype, validate data flows, improve UX, harden the backend, add guardrails, connect APIs, deploy the product, and turn the prototype into reliable artificial intelligence development software.

What delivery models are available?

Code & Pepper offers flexible artificial intelligence services development through three delivery models.

• End-to-end AI product development: We build the product from discovery to deployment, including UX/UI, frontend, backend, AI integration, cloud infrastructure, QA, and maintenance.
• AI team augmentation: We add artificial intelligence developers, frontend engineers, backend engineers, QA specialists, DevOps engineers, or UX/UI designers to your existing product team.
• AI integration support: We help you add AI features to an existing product through API integration, model connection, data flow design, prompt workflows, and production monitoring.

These models make Code & Pepper a practical AI service company for companies that need expert delivery without slow internal hiring.

What makes Code & Pepper different from other AI software development companies?

Many AI software development companies focus on the model. Code & Pepper focuses on the product around the model: user experience, backend logic, data flows, APIs, security, monitoring, deployment, and long-term maintainability.

A strong AI product needs more than an impressive demo. It needs clear permissions, secure integrations, usable interfaces, reliable fallbacks, explainable outputs, and a technical foundation that your team can maintain.

That is why we act as an AI software development company, an AI services company, and a product engineering partner in one. We help you build the AI feature, the surrounding application, the integration layer, and the operating model behind it.

Code & Pepper is the right artificial intelligence software development company if you need practical AI development solutions for regulated or data-heavy products. We understand product discovery, user experience, software architecture, compliance constraints, and the difference between a prototype and a system people rely on every day.

What technologies can support AI software development?

Code & Pepper builds AI technology solutions and AI technology services using modern product engineering stacks, cloud services, APIs, and AI integrations selected around your product requirements.

A typical AI product can include a web application, a mobile interface, a backend service, a database, a data processing layer, a model integration layer, an API gateway, a monitoring setup, and a secure deployment environment.

Depending on the use case, we can support LLM integration, retrieval-augmented generation, prompt engineering, vector search, document processing, analytics dashboards, machine learning pipelines, and computer vision software development.

We also connect AI features with technologies already used across modern digital products, including React.js, React Native, Node.js, Ruby on Rails, TypeScript, AWS, REST APIs, GraphQL, CI/CD pipelines, microservices, serverless architecture, and cloud migration or cloud cost optimisation.

For AI-heavy products that need data processing, backend automation, and model orchestration, our Python development services can support the engineering layer around the AI system.