AI software development services

There’s nothing artificial about Vention’s AI development services — just real innovation, expertise, and results trusted by hundreds of businesses in the UK.

From handling messy data to ensuring seamless model deployment, our engineers tackle the complexities so you don’t have to. Whether you need cutting-edge computer vision capabilities or AI-driven automation, we build solutions that scale, adapt, and drive ROI.

Trusted by the best
At Vention, we're proud to deliver transformative solutions to businesses — from trailblazing startups and forward-thinking SMBs to established Fortune 500 enterprises and everything in between.

AI and UK go hand in hand

The UK AI market is the third largest in the world, accounting for over 55 per cent of all AI-related investments in Europe.

 

The sector has already attracted £18.8B in private investments, solidifying the UK’s position as a global AI powerhouse. With one in six UK companies (432K businesses) already leveraging AI, the market is ripe for innovators ready to shape the future of technology.

Backing this momentum, the AI Opportunities Action Plan — supported by leading tech firms — has secured commitments of £14B towards groundbreaking AI projects, which reinforces the UK’s role as a leader in AI-driven transformation.

Our AI software development services bring the digital revolution to your door

If you need a seamless transition from concept to AI implementation, look no further. Vention’s full-cycle AI software development services empower your business with breakthrough solutions tailored to your needs — and those of your customers. 

Automation, predictive analytics, or maybe intelligent decision-making? We deliver AI that works for you.

AI product development

From a concept to a fully functioning AI-enabled product, our experts will support you on every step of your journey, providing fine-tuned open-source and custom models for your product.

We’ll also analyse your target market to ensure your AI software product has the tools for long-term success.

AI agent development

AI agents are redefining efficiency — from hyper-personalised interactions to autonomous decision-making. Vention helps you harness their full potential, designing intelligent, autonomous systems that drive your business forward. 

All the way from architecture design to implementation, we make sure your AI agents deliver speed, accuracy, and strategic impact.

PoC and MVP development

Not sure if your AI idea will make waves in the market? Test before you invest.

We excel at mitigating risks and ensuring purposeful AI software development. Starting with a proof of concept or an MVP will help you see how feasible your project is and what potential audiences think of it.

Implementing AI into existing solutions

Already have a solution but need a smart upgrade to stay ahead? Vention’s AI experts assess your current architecture and functionality, identifying the best ways to integrate AI with minimal disruption. 

The best part? We help you ensure compliance while optimising your solution for efficiency and scalability.

Consulting and advisory

Not sure what strategy, AI model, or tech stack fits your business model best? With our AI consultants and CTO as a service, you’re always a step ahead. Whether refining an existing system or choosing the right AI-powered features, we help you make informed decisions that align with your long-term goals.

Model training and support

Feel like your AI solution could perform better? Let’s make it smarter. Our AI engineers analyse, fine-tune, and retrain your ML models to boost accuracy and efficiency. 

With optimised datasets and continuous improvements, we keep your AI sharp and high-performing — so you don’t have to worry about a thing.

We’re witnessing a remarkable rise in both the output and quality of AI-driven solutions.

No longer just an isolated tool, AI is becoming seamlessly embedded into everyday applications, shaping the way we work, interact, and innovate.”

Glyn Roberts

Glyn Roberts

CTO of Digital Solutions at Vention

AI for businesses of every size

AI isn’t one-size-fits-all — it should adapt to your business, not the other way around. With 20+ years of experience and 500+ satisfied clients, Vention knows what it takes to build AI that works for you.

Challenges

AI solutions we offer

Challenges

  • Limited resources

  • Rapid growth and scaling

  • Need for innovation and specialised expertise

  • Customer acquisition and retention

  • Data analytics and decision-making

AI solutions we offer

  • Tools for task automation and process optimisation

  • Data analytics tools

  • Solutions for personalised marketing and customer experience

Small and medium-sized businesses

Challenges

  • Need for efficiency

  • Customer relationship management

  • Limited marketing capabilities

  • Limited data analytics capabilities

  • Cybersecurity

AI solutions we offer

  • Cost-efficient task automation solutions

  • AI-powered CRM systems and marketing tools

  • Advanced AI-powered data analytics tools

  • AI-powered cybersecurity solutions

Enterprises

Challenges

  • Increased data volumes and complexity

  • Legacy systems

  • Need for scalability and reliability

  • Complex processes

  • Need for improved customer experience

  • Need for a stronger cybersecurity posture

AI solutions we offer

  • Enterprise-grade data analytics tools

  • AI-based API development and data migration tools

  • AI-based “wrappers” for legacy systems

  • Cloud-based AI platforms

  • Tools for optimising complex processes

  • Tools for delivering personalised experience to customers

  • Enterprise-grade cybersecurity and data leak prevention tools

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Not sure where to start? Start with an AI workshop.

Vention’s AI workshops are a unique opportunity for you to get answers to AI-related questions, such as:  

  • How can AI software help my business run more efficiently?

  • Will the data I have be sufficient for an AI app?

  • How do I boost the growth and performance of my AI solution? 

  • Build vs. API — can I use existing services to get to market faster and cheaper?

  • What should I do to make the implementation of custom AI solutions smooth?

Next-gen AI solutions we develop

Vention helps businesses adopt, optimise, and operate AI-driven solutions for maximum efficiency and ROI. Our custom AI innovations don’t just enhance user experience or boost profits — they set new standards for best practices and performance.

01

Natural language processing (NLP) solutions

Turn text and speech into powerful assets with AI that understands, responds, and adapts effortlessly.

  • Chatbots and virtual assistants 

  • Speech recognition software

  • Text-to-speech and speech-to-text tools  

  • Text analysis applications 

  • Sentiment analysis 

  • Machine translation 

  • Email response automation solutions

  • Content localisation software

02

Computer vision applications

Unlock deeper insights and seamless user experiences with AI-powered vision.

  • Image recognition software

  • Face recognition solutions

  • OCR tools

  • Augmented reality apps

03

Structured data analysis

Turn raw data into a refined strategy with AI-driven analytics that extract patterns and predict outcomes with unparalleled accuracy.

  • Predictive analytics platforms

  • Prescriptive analytics solutions

  • Smart recommendation systems 

  • Data segmentation

Glyn Roberts
Glyn Roberts
CTO of Digital Solutions at Vention
“AI is empowering organisations to make better, more informed decisions by leveraging new data sources that were previously overlooked.
This expanded access to insights enables businesses to refine their strategies and operations with unprecedented precision and foresight.”

How your industry can use AI

Still think AI doesn’t belong in your industry? Think again. With expertise across 30+ sectors, Vention helps businesses push boundaries and rewrite the rulebook with AI.

Be it bespoke software or refining off-the-shelf solutions, we’ve got you covered.

Fintech

For fintech companies, AI is the ultimate assistant — sharp, efficient, and always on duty. From calculating investment risks to making credit decisions, predicting market trends, and detecting fraud, AI turns raw financial data into golden insights that drive smarter business decisions.

Fraud detection 

Fraud is a fintech company’s worst nightmare. The solution? Intelligent fraud detection and prevention systems that use AI to find trends invisible to the naked eye and inform you of suspicious activities.

Risk management 

Even the most seasoned financial experts can miss a tiny but crucial detail in credit assessments, due diligence, or compliance checks. That’s the human factor AI can eliminate. Vention’s models pull data from social media, news, and custom sources to help you make informed decisions and avoid costly mistakes.

Credit scoring 

Traditional CRA data often lacks context, leading to bad calls and lost customers. A custom AI-powered credit scoring system expands the dataset, factoring in alternative financial indicators to make fair, accurate decisions — even for customers just starting to build credit.

Portfolio management  

Investment firms, brokers, and trading platforms need real-time analytics and sharp forecasting tools. With AI-driven risk assessments and market-aware predictions, Vention builds intelligent portfolio management systems that give both new and seasoned investors the edge they need.

Algorithmic trading 

AI-driven algorithmic trading offers hands-free investing for customers who want their assets working for them. By processing vast amounts of market data in real time, AI identifies patterns and executes trades only when predefined conditions are met so your users can relax while AI does the heavy lifting.

Customer service 

Customers rarely read manuals — so why waste your support team’s time on repetitive queries? A custom AI chatbot handles FAQs, directs users to documentation, and assists with transactions, leaving human agents free to focus on complex issues that matter.

Healthtech

We stitch together AI and heathtech expertise to build solutions that help healthcare establishments provide better patient care and improve health outcomes.

Diagnosing  

From simple data analysis to computer vision, Vention builds solutions that see through test results, X-rays, CT, and MRI scans to help medical workers determine diagnoses with the utmost accuracy. 

Remote patient monitoring 

With the power of IoT, Vention creates platforms that use on-body sensors to track patients’ vitals in real time, ensuring seamless monitoring — even if hundreds of kilometres separate doctor and patient.

Personalised care 

By analysing the patient’s lifestyle, medical history, and other data sources, an AI system can suggest more efficient personalised treatment plans and prevent catastrophes by pointing at overlapping drug elimination periods that could lead to lower efficiency or worsen the patient’s state.

Efficient healthcare management 

Robust software with artificial intelligence can help optimise processes and reduce manual work, helping your healthcare organisation offer better care.

Drug discovery 

By analysing vast datasets, AI solutions will autonomously check and combine the effects of millions of compounds, eliminating inefficient or dangerous combinations at the first step of discovery and leaving you only with the options that have potential.

Real estate

What makes a real estate business successful? Seamless operations, informed decision-making, and outstanding customer experiences.

Customer support 

Imagine a 24/7 virtual assistant that knows every detail of property documents, instantly schedules viewings, and never forgets a follow-up. That’s an AI-powered chatbot integrated into your property management system.

Virtual views 

Give your customers a property tour even if it’s not finished yet. Bare walls or redesign — it doesn’t matter. Our AI-based solutions will show how the apartments will look when moving in, with panorama views and the ability to zoom in and see every tiny detail of someone’s future home.  

Orderly documentation 

Real estate is built on contracts — and every comma counts. An AI-powered document management system keeps paperwork organised, compliant, and fraud-proof, which ensures faster processing and error-free transactions.

Predicting market trends 

Maximise your property’s potential with AI-driven market analytics. By analysing historical data, current trends, geographical insights, and news, our platform helps you set the right price, attract buyers faster, and stay ahead of market shifts.

Retail and ecommerce

AI is everywhere in retail and ecommerce, reshaping the shopping experience from smart recommender systems to cashier-less stores.

Personalised shopping experience 

With intelligent recommender engines, upselling and promoting goods is no longer an issue. Whether complementary products, smart substitutions, or tailored recommendations, AI delivers relevant suggestions directly to customers’ screens.

Inventory management and demand forecasting 

Struggling with overstocked shelves or frequent stockouts? AI-powered warehouse management systems predict demand and balance inventory by analysing historical trends, seasonal shifts, and real-time market data.

Customer service 

Customers expect instant support — and AI delivers. An AI chatbot integrated with your knowledge base provides 24/7 assistance, resolving queries, booking in-store visits, managing reservations, and even helping customers navigate payment and financing options.

Dynamic pricing 

The market shifts by the second — don’t get left behind. AI-powered pricing models analyse stock levels, competitor activity, and real-time trends to ensure your pricing strategy maximises revenue, even during post-holiday periods.

Virtual try-on 

Do you know what happens when AI meets AR? A game-changing virtual fitting experience. In-store or at home, customers can try on clothing and accessories before they buy, reducing returns and boosting purchase confidence.

Edtech

What do you think of when you hear “Education and AI?” Maybe it’s essays generated by ChatGPT or presentations made with one prompt? The scene is so much bigger than that.

Automated grading 

We all know that students need good feedback to excel in their studies. Unfortunately, tutors can’t always provide personalised guidance to every student — especially when grading tests. Automated grading systems offer detailed explanations for every incorrect answer as often and from as many perspectives as needed. All it takes is setting up and fine-tuning the model.

Personalised learning 

With its ability to analyse vast amounts of data in different formats, AI serves as a powerful personal tutor. It can pinpoint a student’s strengths and weaknesses, adapt to their learning pace, and reinforce topics for as long as needed. Best of all, it’s available whenever a student needs help.

Assistive technologies for special education 

Students with special needs don’t require a handicap; they need the right tools to interact effectively with their peers and tutors. Speech-to-text, text-to-speech, predictive systems, and vision-tracking software already help students overcome communication and learning challenges, ensuring access to education regardless of their condition.

Administrative efficiency 

A tutor’s primary role is to share knowledge, yet administrative tasks often take away valuable teaching time. AI helps streamline scheduling, book classrooms, and plan curricula, reducing the burden and allowing tutors to focus on what truly matters — engaging with students and fostering meaningful learning experiences.

Manufacturing

AI in manufacturing helps reduce costs and errors, speed up production, and even enhance quality control.

Quality control

With machine learning and computer vision, manufacturers can carry out automated quality control, detecting flaws in products and pinpointing when they occurred. All of this reduces the number of defective products reaching the market and minimises material waste.

Predictive maintenance

By monitoring production equipment and analysing maintenance data, AI can predict when a tool needs servicing or is at risk of breaking down, often with remarkable accuracy. The result? Less downtime, fewer product defects, and well-timed maintenance.

Process optimisation

By using computer vision and production line data, AI will tell you where the bottlenecks are at. Be it a delivery of parts to the assembly or a congestion on a specific node, with the data at hand you’ll be able to eliminate anything that prevents your business from running at top speed.

Warehouse management

Keeping track of stock levels can be a logistical headache. AI systems ensure you’re always in the know, managing shipments efficiently, predicting future storage capacity, and flagging potential shortages before they happen.

Product design and development

With the help of AI systems, you can design and develop prototypes of your future products at the speed of light. Not only will it save you time, but you’ll also know the approximate costs of mass production for each product option and the potential flaws it could have.

Agriculture

From soil and crops to livestock, AI could be your next best farmhand — or, at the very least, an invaluable assistant.

Smart planting schedules and maps

By analysing weather data and your intended crops, AI can pinpoint the perfect planting dates. Add soil data to the mix, and it can generate highly efficient planting maps, ensuring every square centimetre of land is used to its full potential.

Automated pest management

Aside from unpredictable weather, pests pose one of the greatest threats to agriculture. A single missed infestation can turn into an outbreak, devastating an entire harvest. AI-powered computer vision can detect even the earliest signs of pest activity, allowing for fast, targeted intervention.

Cattle monitoring

Animals are constantly moving, making manual tracking a challenge. With AI-driven monitoring, you can do far more than simply keep count. From tracking subtle changes in behaviour to detecting early signs of illness, computer vision and data analytics help ensure your livestock’s health, nutrition, and overall well-being are always in check.

Security

Most security breaches stem from human error, but AI is set to eliminate them all.

Sophisticated access management

AI enhances premises security by adding a new layer of intelligence to access management. Smart facial recognition systems can detect when an intruder is attempting to impersonate an employee using a photo and can distinguish innocent typos from a malicious attack on your systems.

Aerial security and event logging

With advanced analytics and computer vision, AI-powered surveillance doesn’t just record footage — it actively monitors events, creates bookmarks for key activities, and alerts security teams in real time when an intrusion is detected. Paired with autonomous drones, it becomes one of the most efficient CCTV security setups available.

Cyberattack prevention

Security isn’t just about physical threats. AI-powered protection in instant messaging and email applications can prevent malicious messages from reaching employees' inboxes. These systems also monitor both incoming and outgoing traffic, detecting suspicious emails and flagging potential data leaks.

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Want to transform your niche with AI?

That’s what we do best. Our consultants and developers are ready to bring your AI vision to life.

Why Vention?

20+

Years in software development

100+

AI professionals

150+

Successful AI projects

Partner to AWS, Microsoft, and Google

AI in action: our transformative projects driving change

Want to learn more about AI and the possibilities it unveils?Get the full AI picture — market trends, impact, and top expert insights — all in our State of AI report.
Read the report

Our clients say it best

They have done multiple projects around AI, ML, and VR spaces. We worked on leading-edge voice agent technology.

They recently built an AI agent with Ph.D.-level research and development skills; the result was a breakthrough for that industry. We’ve generated several recommendation engines for products in the VR space and are near selling a start-up built with Vention resources.”

Paul Steckler

Paul Steckler

Founder & Senior Partner, Ramp Catalyst

Our clients say it best

We develop and distribute artificial intelligence (AI) software to extract actionable intelligence for brands, and to detect abuse on the internet.

Despite our very niche and specialised application domain, the developer assigned to us has been doing a great job understanding our needs and developing a quality product.”

Vadim Berman

Vadim Berman

Our clients say it best

The model we chose is team extension, developers joining the core engineering team. We're happy with those additions to the team.

The programmers are a fantastic addition to the group. They were promptly integrated and brought up to speed. The level of expertise of the developers they let me interview is impressive. And the ones we eventually hired.”

Lior Harel

Lior Harel

Seven pillars of the AI model development process

From the first byte of data to a market-ready AI solution, our approach ensures a seamless, efficient, and impact-driven journey.

01

Drafting the scope

We want your AI product to be successful. For these purposes, we do two things before starting the development process: learn which problem the AI product should solve and outline how it should solve it, including clear, measurable outcomes based on AI performance metrics we plan to meet.

02

Data acquisition and preparation

At this stage, we set up and audit data sources and ETL pipelines, which is essential for efficiently collecting and utilising data in AI model training. During this step, we also prepare data for further model training, cleaning and enriching it and transforming it into a suitable format.

03

Model development and training

Through iterations, we develop and train the most efficient model for solving the problems defined in the scope.

04

Model evaluation

Once we reach the desired outcomes with the prepared data, we test the model with previously unseen data, evaluating its performance in vivo. If the performance at this stage is satisfying, we refine and tweak the model through iterations until we reach the desired result.

05

Model deployment

After we ensure the model performs as desired, our team deploys it to production and integrates it with your existing systems where needed. Now, the model is live and ready to solve your problems as designed.

06

MLOps

After the launch, our team doesn’t say goodbye. We continue monitoring the system’s behaviour to ensure it won’t perform unexpectedly. We can also feed the model with new data or refine it based on user feedback, improving the accuracy and efficiency of your AI product.

Trusted methods for building innovative solutions

When it comes to model training, AI doesn’t have a one-size-fits-all solution you could use. But don’t fret: Our experts are always ready to share their expertise in artificial intelligence and pick the right training method that will work best for your specific scenario.

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Supervised learning

Linear regression 

Logistic regression 

Decision tree 

Random forest 

Gradient boosting 

Support vector machine

ARIMA 

SARIMAX 

Naïve Bayes 

K-nearest neighbors 

Neural network models 

Ensemble learning

Unsupervised learning

K-means clustering 

Gaussian mixture

Hierarchical clustering 

Principal component analysis

Mean shift 

Singular vector decomposition 

Collaborative filtering

Deep learning

Convolutional neural networks 

Recurrent neural networks 

Encoder-decoder architectures and transformers

 

Common architectures (ResNet, U-Net, YOLO, Mask-RCNN, MTCNN, BERT) 

Autoencoders 

Generative adversarial networks

Our tech stack

For custom AI solutions, we select only the most powerful, adaptable technologies because real innovation starts with the right tools.

Programming languages

Python

R

C++ 

ML & AI frameworks

TensorFlow

PyTorch

scikit-learn

Keras

XGBoost

LightGBM

CatBoost

Sktime

Prophet

Deep learning libraries

fast.ai

Keras

PyTorch

Transformers

Sentence-Transformer

PyTorch Lightning

Generative AI technologies

OpenAI GPT

DALL-E

Stable Diffusion

Midjourney

Natural language processing

NLTK

spaCy

Transformers (by Hugging Face)

Gensim

FastText

TorchText

Computer vision

OpenCV

Detectron2

YOLO

Mask R-CNN

Torchvision

Mmdetection

Pillow

Albumentations

Data preprocessing and ETL

PySpark

Polars

Pandas

Dask

Data analysis & visualization

Pandas

NumPy

Matplotlib

Seaborn

Tableau

Plotly

Bokeh

Dash

Altair

MLOps tools

MLflow

DVC

Kubeflow

TensorBoard

Weights & Biases (W&B)

ClearML

CometML

TorchServe

Triton

Hyperparameter optimization tools

HyperOpt

Optuna

Interpretability and monitoring

TensorBoard

SHAP

LIME

Evidently

Cloud platforms

Amazon SageMaker

Azure Machine Learning

Google AI Platform

Google Cloud AutoML

Big data technologies

Apache Hadoop

Apache Spark

Apache Kafka

Vector databases

Faiss

Pinecone

3D modeling

COLMAP

Gaussian Splats

NeRFs (Neural Radiance Fields)

View all
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Located in London? Let’s talk AI.

Visit us at our London office — we’re always up for a conversation. Or just give us a call.

+44 207 117 284230

Churchill Place

London E14 5RE, UK

hello@ventionteams.com

Contact us