Machine learning engineering
Our machine-learning engineers design, train and deploy models that solve real problems — whether you need demand forecasting for a retail chain, churn prediction for a SaaS platform or quality-control classifiers on a production line. We work with structured tabular data, time series, images and unstructured text, choosing the right algorithm family for each use case.
What is included
- Exploratory data analysis and feature engineering
- Model selection, hyper-parameter tuning and cross-validation
- Scalable training pipelines on cloud or on-premise infrastructure
- Continuous monitoring, retraining triggers and drift detection
- Comprehensive documentation and knowledge transfer
Natural language processing
Language is the interface your customers already know. We build NLP solutions that extract meaning from emails, support tickets, contracts, social-media posts and internal knowledge bases. Whether you need sentiment analysis, named-entity recognition, document summarisation or a fully conversational agent, our team leverages transformer architectures and retrieval-augmented generation to deliver accurate, context-aware results.
What is included
- Intent classification and entity extraction
- Retrieval-augmented generation (RAG) pipelines
- Multi-language support and localisation
- Fine-tuning large language models on your domain corpus
- Guardrails, content filtering and responsible-AI review
Computer vision
From quality inspection on a factory floor to autonomous drone navigation, computer vision unlocks value wherever visual data exists. Our engineers build detection, segmentation and classification systems that run in real time on edge devices or at cloud scale. We handle everything from data labelling strategy through model optimisation to hardware integration, ensuring your vision pipeline performs reliably in the conditions that matter most.
What is included
- Object detection, instance segmentation and pose estimation
- Optical character recognition (OCR) for documents and signage
- Edge deployment on NVIDIA Jetson, Coral and custom hardware
- Video analytics and real-time streaming inference
- Synthetic data generation to augment limited training sets
Data strategy and engineering
AI is only as good as the data behind it. We help organisations design and implement robust data architectures — from ingestion and transformation to governance and cataloguing — so that every model has access to clean, timely and well-documented inputs. Our data engineers are fluent in modern lakehouse patterns, streaming pipelines and cloud-native tooling across AWS, Azure and Google Cloud.
What is included
- Data maturity assessment and roadmap
- ETL / ELT pipeline design with Apache Spark, dbt and Airflow
- Data-quality frameworks and automated validation
- Governance policies, lineage tracking and access controls
- Cost-optimised storage strategies for petabyte-scale workloads
AI consulting and workshops
Not sure where AI fits in your organisation? Our consulting engagements cut through the hype and identify high-impact opportunities grounded in your real data and operational context. We run interactive workshops with your leadership and technical teams to prioritise use cases, estimate ROI and define a phased adoption roadmap that balances ambition with pragmatism.
What is included
- Executive AI literacy workshops
- Use-case discovery and prioritisation matrix
- Technical feasibility and data-readiness audits
- Build-versus-buy analysis for off-the-shelf AI products
- Change-management guidance and stakeholder communication plans
Service tier comparison
Choose the engagement model that matches your stage of AI adoption. Every tier includes access to our dedicated project manager and fortnightly progress reviews.
| Feature | Starter | Growth | Enterprise |
|---|---|---|---|
| Discovery workshop | ✓ | ✓ | ✓ |
| Proof-of-concept build | ✓ | ✓ | ✓ |
| Production deployment | — | ✓ | ✓ |
| Ongoing model monitoring | — | ✓ | ✓ |
| Dedicated ML engineer | — | — | ✓ |
| 24/7 support SLA | — | — | ✓ |
| Custom training for your team | — | — | ✓ |
Let us build something remarkable together
Whether you are exploring your first AI use case or scaling an existing platform, we are ready to help. Reach out and let us discuss how our services can accelerate your goals.
Contact us