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.
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.
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

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.
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
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
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

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.

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.
AI in action: our transformative projects driving change
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.
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.
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.
Model development and training
Through iterations, we develop and train the most efficient model for solving the problems defined in the scope.
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.
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.
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.

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)

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