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Rebuilding Business
with Intelligence.

We partner with organisations to design and implement AI, software, and data systems that integrate seamlessly into existing operations reducing manual effort, increasing efficiency, and lowering cost at scale.

Omnuron
About Omnuron

We make AI work for your business, not the other way around.

Each capability we offer reflects work we do end-to-end: from understanding the problem to building and integrating solutions into production systems.

We don't send automated proposals. We prefer thoughtful engagement by working closely with you and your team to understand the workflows, systems, and constraints before designing anything.

Every organisation approaches change from a different place. Some need direction and an experienced view to validate the path ahead. Others are ready to move straight into delivery. And sometimes the priority is simply strengthening an existing team with the right people.

Our engagement models are designed to support each of these situations.

What remains constant is accountability. When Omnuron takes on a project, we take responsibility for the outcome. The delivery, the risks, and the final result.

We work best with organisations that are focused on improving efficiency, reducing operational costs, or building systems that can scale as the business grows and who are ready to move forward.

Website Development
Application Development
Data & Business Intelligence
LLM Fine-Tuning
Agentic AI Systems
Power BI Dashboards
AI Automation
Custom Transformers
ML Pipelines
Advisory & PoC
Website Development
Application Development
Data & Business Intelligence
LLM Fine-Tuning
Agentic AI Systems
Power BI Dashboards
AI Automation
Custom Transformers
ML Pipelines
Advisory & PoC
0
Capability Areas
AI, web, application development, and data intelligence
0+
AI Projects Delivered
Real systems designed, built, and deployed end-to-end
0
Engagement Models
Advisory, project delivery, professional services, and ongoing support
What We Do

The core of what Omnuron builds

We apply AI, software, and data where it makes real business sense by reducing manual effort, improving efficiency, and lowering operational costs.

AI & Intelligent Systems
Your business already runs on data, processes, and experience built over time. We take proven AI models and adapt them to understand your environment so the technology fits naturally into how your teams already work.
See what AI can do for you
AI & Intelligent Systems
Application Development
Most software is designed around someone else’s way of working. We build applications around yours, whether that is a customer-facing mobile app, an internal operations tool, or a production system your team relies on every day.
Build something that fits
Application Development
Data & Business Intelligence
Many organisations have more data than they know how to use. We help bring it together, structure it properly, and present it in clear dashboards so your teams can understand what is happening and make better decisions.
Turn your data into decisions
Data & Business Intelligence
Website Development
A website should support the business behind it. We build web platforms that are fast, reliable, and connected to the systems you already use, so the site continues to work as your business grows.
See what we can build for you
Website Development
How We Engage

Our services

View all services →
Advisory
Advisory, PoC & MVP
Clarity before commitment — analysis, feasibility, and working prototypes.
Project Services
Project Services
End-to-end delivery of AI, web, and data projects with full ownership.
Professional Services
Professional Services
Embedded specialists — contract, managed capacity, or permanent hiring.
Managed Support
Managed & Ongoing Support
Continuous maintenance, optimisation, and improvement after delivery.
Our Process

How we work with you

A structured, repeatable approach that turns business problems into deployed, practical capability.

1
Understand Your Business
We learn your workflows, systems, and data before suggesting anything. Context first, solution second.
2
Identify the Opportunity
We pinpoint exactly where AI, software, or data creates measurable time and cost reduction.
3
Build & Integrate
We design and deploy solutions that integrate cleanly into how your business already operates.
4
Support & Evolve
As your business grows, your systems grow with it. We maintain reliability and continue improving over time.
Who We Serve

Built for businesses ready to move

We work best with teams focused on improving efficiency, reducing operational costs, or building systems that can scale with the business.

From idea to production
Startups
Early-stage teams move fast. We help you build the right foundations without overbuilding, so your product can grow when the time is right.
Optimizing operations & cost
Mid-Size
Growing organizations often need to do more with the resources they already have. We identify where AI and automation can create the most impact as you scale.
Integrating AI across teams
Enterprise
Large organizations operate in complex environments. We deliver production-ready AI, data, and software systems that work with your existing infrastructure.
Ready to explore what's possible?
We bring boutique expertise and partner with businesses to make change practical, future-ready, and cost-effective. The first step is a conversation.
What We Do

We build Intelligent systems
that actually work
in your business.

Omnuron works end-to-end across AI, software, and data. The capabilities below reflect systems we design, build, and deploy into real operations not prototypes that stay on a whiteboard.

01

AI &
Intelligent
Systems

We design and build AI systems grounded in business reality. Our goal: make work faster, more consistent, and less manual.

Foundation Model Selection & Adaptation
We evaluate and select the right foundation model for your use case, then adapt it to your domain so it performs reliably without the cost of training models from scratch.
Fine-Tuning on Company Data
We fine-tune models on your internal data so the system understands your terminology, workflows, and business context with far greater precision.
Chatbots, Virtual Assistants & Call Agents
AI assistants embedded directly into your systems to handle customer support, sales queries, and internal operations by reducing manual workload while improving response speed.
Agentic AI & Task-Specific GPT Tools
Autonomous AI agents that execute tasks across systems such as scheduling, processing, routing, and decision support. Without waiting for manual input.
Explore AI Solutions
02

Application
Development

Applications should reflect how your teams actually work. We build software around real workflows, real users, and real operational needs so the system supports the business instead of forcing the business to adapt to the system.

PoCs & MVPs
Early builds designed to test ideas quickly with real users. This helps you validate the direction and make informed decisions before committing to a larger investment.
Production Applications
Full applications built for daily use. These can be internal platforms or customer facing products, integrated with your data, AI systems, and existing infrastructure.
Admin Dashboards & Internal Tools
Secure internal systems designed around the way your team operates. Clear permissions, practical interfaces, and workflows that support the people using them every day.
Ongoing Evolution
Software should continue improving as the business grows. We support the product after launch with new features, integrations, and performance improvements as needs evolve.
Start a project with us
03

Data &
Business
Intelligence

Most organisations already have the data they need. The challenge is making it usable. We bring your data together, structure it properly, and turn it into information your teams can rely on when making decisions.

Data Analysis & Discovery
Before building dashboards, we start by understanding what your data actually contains. This helps identify what is useful, what is missing, and where better information can improve the way the business operates.
Power BI Dashboards
Dashboards built around the decisions your leadership team needs to make. Clear reporting that shows what is happening in the business without unnecessary complexity.
Data Integration & Pipelines
We connect your systems so information flows properly between platforms and reporting tools. The goal is simple. Your data should move reliably without manual work or constant fixes.
Ongoing Analysis & Reporting
As the business evolves, the questions change. We support your teams with ongoing reporting and analysis so the data continues to provide value over time.
See how we work with data
04

Website
Development

A website should support the business behind it. We design and build websites and web platforms that help companies communicate clearly, connect with their systems, and support real business activity.

Marketing Websites & Landing Pages
Websites that explain what your business does and make it easy for the right people to get in touch. Clear messaging, fast performance, and pages built around real customer journeys.
Business Web Applications
Web platforms designed around how your teams actually work. Internal tools, customer portals, and operational systems built to support daily use.
API & AI Backend Integration
Connecting your website or application to the systems that run your business. This can include internal platforms, data pipelines, and AI services so information flows properly between them.
Ongoing Maintenance & Evolution
Web platforms need to adapt as the business changes. We support ongoing improvements, new features, and technical updates so the system continues to work reliably over time.
Talk to us about your website
Not sure which capability fits your situation?
Most projects span more than one area. We'll help you figure out the right combination in a single conversation.
Services

How clients
engage with Omnuron.

Every organisation comes to us at a different stage. Some clients are exploring where technology can create the most value and need experienced guidance. Others already know what they want to build and need a team that can deliver it properly.

Engagement Model 01

Advisory, Prototyping & MVP

This model works best when the direction is still being figured out. Sometimes the problem is understood but the solution is not yet clear. In other cases the idea is promising but it needs to be tested before committing to a larger build. The goal at this stage is simple. Understand the opportunity, test the approach, and move forward with confidence.

Business & Workflow Analysis
We start by understanding how your business currently operates. This includes your workflows, systems, and constraints. From there we identify where technology, AI, or better data can create meaningful improvement.
Feasibility & Risk Evaluation
Before investing in a full build, we look at what is realistically possible. This includes technical feasibility, potential risks, and the effort required so you can make informed decisions about the next step.
Proofs of Concept
Small working builds that test whether an idea works in your real environment. These allow teams to learn quickly and see what is possible before committing to a larger project.
Minimum Viable Products
Early versions of a product designed to validate the approach with real users. This helps confirm the value before scaling the system into full production.
Engagement Model 02

Project Services

This model works when the scope and outcomes are already clear and the work can be delivered as a defined project. In these cases, Omnuron takes responsibility for building and delivering the solution. Your team stays focused on the business while we handle the delivery.

AI Systems
Designing and building AI systems from start to finish. This includes selecting the right models, training or adapting them, and integrating them into your applications and workflows.
Websites & Web Applications
Building websites and web platforms that support real business activity. This can include marketing sites, operational platforms, and systems connected to APIs and internal services.
Mobile & Internal Applications
Applications designed around how your teams actually work. These can be internal tools or mobile products built for daily use with clear delivery milestones.
Data & BI Platforms
Building structured data platforms that bring information together and make it usable. This includes data pipelines, reporting layers, and dashboards your teams can rely on.
Engagement Model 03

Professional Services

Sometimes the work is already underway and the need is simply the right people. This model allows clients to extend their team with experienced specialists from Omnuron. Depending on the situation, this can be individual experts, a dedicated team, or support with permanent hiring.

Staff Augmentation
Experienced specialists who join your team for a defined period. This can include AI engineers, developers, data engineers, or BI specialists working directly within your environment and processes.
Managed Capacity Teams
A small dedicated team from Omnuron working alongside your organisation. We handle team structure, coordination, and continuity while remaining closely aligned with your internal priorities.
Permanent Placement
Helping you find and hire the right long term technical talent. We work with organisations building internal capability and support the search for people with the skills needed to grow the team.
Engagement Model 04

Managed & Ongoing Support

Some systems need ongoing attention after they are launched. This ensures they continue to run reliably as the business evolves and new requirements appear. We support and improve the systems we build so they remain stable, useful, and aligned with how your organisation operates over time.

System Maintenance
Ongoing maintenance to keep systems running smoothly in production. This includes monitoring, fixes, and updates so the platform continues to operate reliably.
AI Model Updates
AI systems need to evolve as data changes. We monitor performance, retrain models when needed, and adjust them so they continue delivering useful results.
Incremental Improvements
Small improvements and new features delivered over time. This allows the system to grow gradually based on real usage and changing priorities.
Dedicated Support Access
Direct access to the team who understands your system. This means quicker support, faster problem resolution, and no need to explain the platform from the beginning each time.
Engagement Models

Choose how you work with us

Some engagements use a single service. Others move naturally from advisory to project delivery to ongoing support.

01
Direction & Validation
Clarity before commitment — short advisory engagement to map the landscape and validate direction.
02
Full Delivery Ownership
We take full responsibility for scoped project delivery — from architecture through to production deployment.
03
Extend Your Team
Embed Omnuron specialists directly into your team via staff augmentation or managed capacity models.
04
Long-Term Partnership
Ongoing support, optimisation, and incremental improvement as your business evolves after delivery.
Not sure which model fits?
The first step is usually a short conversation. We'll help you figure out the right approach for where you are right now.
01 / 07
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AI-Driven Email
Automation Agent
01 AI Operations Automation

AI-Driven Email
Automation Agent

AI that drafts and prepares outbound emails while keeping people in control of what gets sent.

View Project
LLM Fine-Tuning
Pipeline
02 Model Training Systems

LLM Fine-Tuning
Pipeline

Infrastructure for training and adapting language models on your own data so they perform reliably in real applications.

View Project
Custom GPT-Initialized
Transformer
03 Custom Model Training/ Deep Learning

Custom Domain-Trained
GPT Model

A bespoke language model architecture trained on specialised datasets for domain-specific AI applications.

View Project
Machine Learning
Pipelines
04 ML Engineering

Machine Learning
Pipelines

Systems for training, validating, and deploying machine learning models so they operate reliably in production.

View Project
Flask Web
Application
05 Application Development

Custom
Web Application

Business web applications built with modern Python frameworks and designed to support real operational workflows.

View Project
Customer Support
AI Chatbot
06 Conversational AI

Customer Support
AI Chatbot

An AI assistant that answers customer questions using your knowledge base and documentation, available 24/7.

View Project
AI Call Centre
Agent
07 Voice AI

AI Call Centre
Agent

Voice AI that can answer incoming calls, place outbound calls, and assist customers without human agents handling every request.

View Project
Projects

Work we've built and deployed.

A selection of AI, software, and data projects — each addressing a real business problem with production-ready engineering.

Scroll to explore
01 / 07
Built & Deployed
AI Automation

AI-Driven Email Automation Agent

Governed email automation with human approval built in — not bolted on.

Key Technologies
LangChain LangGraph Human-in-the-Loop Python
What It Does

Automates high-volume email workflows across customer support, sales, and operational teams. The system drafts responses using AI while keeping a human approval step before anything is sent. This reduces manual effort while ensuring teams remain in control of communication.

The Business Problem

Email remains one of the most time-consuming operational channels in most organisations. Fully automated systems can introduce compliance and accuracy risks. Fully manual handling does not scale. This solution sits between those two extremes. AI prepares the response while people retain final approval.

What Was Built
AI agent that retrieves context, classifies incoming emails, and drafts responses
Secure authentication layer so no agent action runs without a valid user session
Human approval step before any message is sent
State tracking from email receipt through to final dispatch
Modular system design allowing each step to be tested, improved, or replaced independently
Business Impact
Reduces time spent drafting routine email responses
Allows teams to handle higher communication volumes without increasing headcount
Maintains governance and compliance across automated workflows
Ensures consistent response quality across teams
Converts reactive email handling into structured automation
02 / 07
Built & Deployed
AI / Machine Learning

High-Performance LLM Fine-Tuning Pipeline

Domain-specific AI models — without the cost of full-scale training.

Key Technologies
Unsloth LoRA / PEFT 4-bit Quantization HuggingFace PyTorch
What It Does

Adapts large language models so they understand the language, data, and workflows of a specific organisation. The pipeline prepares, trains, and deploys models efficiently, even on limited hardware. The result is a domain-specific model ready to run in production without the cost of full model training.

The Business Problem

Adapts large language models so they understand the language, data, and workflows of a specific organisation. The pipeline prepares, trains, and deploys models efficiently, even on limited hardware. The result is a domain-specific model ready to run in production without the cost of full model training.

What Was Built
End-to-end fine-tuning pipeline from raw dataset preparation to deployment
Parameter-efficient model adaptation using LoRA
4-bit quantization enabling models to run on consumer-grade GPUs
Structured dataset preparation and instruction formatting
Export process producing inference-ready models for deployment
Business Impact
AI models that understand the organisation’s specific domain and language
Lower training infrastructure costs compared to full model training
Faster experimentation and iteration on limited hardware
Internal assistants trained on company knowledge and documentation
Production-ready systems rather than research prototypes
03 / 07
Built & Deployed
AI Research & Engineering

Custom GPT-Initialized Transformer

Full architectural control over AI — for organisations that can't rely on third-party APIs.

Key Technologies
PyTorch CUDA Custom Transformer Python
What It Does

A Transformer-based language model built from first principles in PyTorch — with pretrained GPT weights loaded for faster convergence. Demonstrates complete control over model architecture, training, and deployment without any API dependency.

The Business Problem

Regulated industries, sensitive data environments, and cost-constrained operations often can't use third-party AI APIs. This capability means AI can be built, owned, and deployed entirely on your own infrastructure.

What Was Built
Full Transformer architecture — attention, feedforward, residual connections, layer norm
Multi-head self-attention and cross-attention implemented from scratch
Pretrained GPT weight initialisation for accelerated convergence
Custom training and evaluation loops with CUDA acceleration
No API dependency — fully self-contained model
Business Impact
Zero API dependency or third-party data exposure
Fully on-premises deployment capability
Predictable long-term infrastructure costs
Meets strict regulatory and data sensitivity requirements
Tailored model behaviour — not a generic off-the-shelf tool
04 / 07
Built & Deployed
Data Science & ML

Machine Learning Pipelines

Structured, repeatable pipelines that turn business data into measurable decisions.

Key Technologies
scikit-learn Python Pandas / NumPy Matplotlib
What It Does

Supervised and unsupervised ML pipelines that take structured business data and produce repeatable, measurable outputs — predictions, classifications, and clusters — with rigorous evaluation built in throughout.

The Business Problem

Most businesses have data but lack the workflows to turn it into consistent decisions. One-off analysis doesn't scale. These pipelines are reusable, auditable, and deployable — not just exploratory notebooks.

What Was Built
Classification models — autism likelihood prediction, cancer classification
Dimensionality reduction using PCA for high-dimensional datasets
Hyperparameter tuning with GridSearchCV and cross-validation
Unsupervised clustering — K-Means and K-Medoids for segmentation
Modular preprocessing steps — reusable across different datasets
Business Impact
Improves decision accuracy through structured modelling
Replaces manual analysis with repeatable workflows
Enables customer segmentation and risk scoring
Applicable across healthcare, operations, and commercial analytics
Pipeline adapts to new datasets quickly
05 / 07
Built & Deployed
Web Application

Flask Web Application

Secure, custom-built web applications that replace overpriced SaaS platforms.

Key Technologies
Python / Flask SQLite / MySQL Bootstrap Jinja2
What It Does

A secure, fully customisable web application with authentication, admin dashboard, and database integration — built to replace rigid SaaS tools with something the business actually owns and controls.

The Business Problem

Most SMBs pay monthly for SaaS platforms that do 80% of what they need. A custom-built application gives full ownership, zero recurring licence fees, and the ability to build exactly what the business needs.

What Was Built
Secure authentication with session management, password hashing, and CSRF protection
Admin dashboard with full CRUD operations
Contact form processing with database storage
Responsive frontend using Bootstrap and Jinja2 templating
Modular Blueprint architecture — built for extension and API integration
Business Impact
Eliminates recurring SaaS subscription costs
Full ownership of data and infrastructure
Customisable to exact business requirements
Deployable to any cloud provider
Scalable foundation for future feature development
06 / 07
Built & Deployed
Conversational AI

Customer Support AI Chatbot

Handles routine support queries 24/7 — accurate, grounded, and escalates when it should.

Key Technologies
LangChain RAG Vector Search Python
What It Does

A conversational AI chatbot that handles customer support queries using your company's own knowledge base — giving accurate, grounded responses and routing complex issues to a human agent with full context intact.

The Business Problem

Support teams spend most of their time answering the same questions. A chatbot grounded in your actual documentation handles the routine load — accurately, instantly, at any hour — freeing your team for the work that actually needs them.

What Was Built
RAG pipeline — responses grounded in company knowledge base, not hallucinations
Semantic search over embedded documentation using vector store
Conversation memory maintained across multiple turns
Confidence-based escalation — complex queries routed to humans with full context
API-first integration — embeds into any website, app, or helpdesk platform
Business Impact
Handles routine queries 24/7 without staff
Reduces ticket volume reaching human agents
Accurate answers grounded in your own data
Scales support without adding headcount
Frees agents for high-value interactions only
07 / 07
Capability Showcase
Voice AI

AI Call Centre Agent

Inbound and outbound voice AI — handles structured call types at scale, hands off to humans when needed.

Key Technologies
Whisper / Deepgram LangChain ElevenLabs TTS Twilio Python
What It Does

An AI voice agent that handles inbound and outbound calls autonomously — booking appointments, resolving queries, qualifying leads — with real-time speech processing and clean handoff to a human agent when the situation requires it.

The Business Problem

Call centres are expensive to staff, difficult to scale at peak, and go unmanned out of hours. An AI agent handles structured call types at any volume, any time — without queue times, shift patterns, or per-call labour cost.

What Can Be Built
Real-time speech-to-text and natural voice synthesis with low latency
Intent detection and branching call flow logic for inbound queries
Outbound dialling for lead qualification, reminders, and follow-ups
CRM integration — caller lookup, history retrieval, and automatic post-call data capture
Human handoff with full call transcript passed through at escalation
Business Impact
Eliminates queue wait times for routine calls
Operates 24/7 without shift-based staffing
Dramatically reduces cost per call
Scales outbound campaigns without added headcount
Human agents reserved for complex, high-value calls only
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Location London, United Kingdom
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Working Hours Mon–Fri, 9am – 6pm GMT
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