Practical AI that fits your business
We build, train and deploy machine-learning models that solve real problems: forecasting demand, reading documents, spotting anomalies and answering customer questions around the clock.
Get a free consultation
We build, train and deploy machine-learning models that solve real problems: forecasting demand, reading documents, spotting anomalies and answering customer questions around the clock.
Get a free consultation
Forward AI Concepts started in 2021 with a single goal: make artificial intelligence accessible to mid-size companies that lack a dedicated data-science team. We are a group of machine-learning engineers, data analysts and product designers based in Northern Ireland.
Most agencies sell AI as a black box. We do the opposite. Every model we deliver comes with clear documentation, a plain-language explanation of how it reaches its conclusions, and a monitoring dashboard you can check yourself. If the model drifts, you know before your customers do.
Our clients range from logistics firms optimising delivery routes to healthcare providers automating patient-intake forms. The common thread is a measurable result within 90 days of project kick-off.
Each engagement starts with a discovery call, followed by a written scope document you approve before any code is written.
We design supervised and unsupervised models from scratch using your historical data. Typical turnaround for a first working prototype is four to six weeks, depending on data quality. We handle everything from feature engineering to hyperparameter tuning.
Chatbots, document classifiers, sentiment trackers, summarisation pipelines. We fine-tune large language models on your domain-specific vocabulary so the system understands your jargon, not just generic English. Response accuracy typically exceeds 92% after the second training cycle.
Sales forecasting, churn prediction, inventory planning. We connect to your existing databases, build time-series or regression models, and deliver predictions through a live dashboard or an API endpoint your developers can call directly.
Quality inspection on production lines, document OCR, medical image analysis. We train convolutional and transformer-based vision models, then package them into lightweight containers that run on edge hardware or cloud GPUs, depending on your latency requirements.
Not sure where AI fits in your operations? We run a two-day audit: interview your team, map your data flows, and produce a prioritised roadmap with cost estimates. Many clients discover their biggest opportunity is not the one they expected.
Models degrade over time as your data changes. We set up automated drift detection, alerting and scheduled retraining pipelines so your accuracy stays above the threshold you define. Monthly reports show exactly how the model is performing and where it needs attention.
A transparent, four-stage process keeps you informed at every step.
We listen to your problem, review your data sources and define success metrics together. This stage usually takes one week.
Our engineers build a minimum viable model and test it against a holdout dataset. You see initial results within four weeks.
The validated model goes into production via API, embedded widget, or batch pipeline. We handle infrastructure, security and scaling.
Monthly performance reviews, retraining cycles and priority bug fixes keep the system reliable long after launch.
Real feedback from teams we have worked with over the past three years.
"They built a demand-forecasting model that cut our overstock by 23% in the first quarter. The dashboard is straightforward and my operations manager checks it every morning."
"Our customer-service chatbot now resolves 68% of queries without a human agent. The team at Forward AI Concepts trained it on three years of our support tickets, and the difference was noticeable within days."
"The strategy audit alone was worth the investment. They identified two quick wins we implemented in-house and a larger project we contracted them for. Honest, no-nonsense advice."
Quick answers to the things people ask us most often.
Tell us about your project and we will reply within one business day.
54 Ricardo Mount, Gottlieb-le-Conn, AA68 5GQ, Northern Ireland, United Kingdom
