Services
Your partner for scaling machine learning
Ready to scale your machine learning capabilities but facing challenges with data silos, infrastructure complexity, or resource constraints?
BranchKey partners with organisations to build, scale, and deploy machine learning systems—from initial strategic planning through production deployment. Whether you need help organizing your data, building custom models, or scaling ML across distributed environments, we have the expertise to get you there.
Our Services
Strategic Planning & ML Roadmapping
Define your ML strategy and build a clear roadmap to production. We help you assess readiness, choose the right approach, and plan for success.
- •ML readiness assessment
- •Data strategy & governance planning
- •Technology stack selection
- •ROI modeling & business case development
Data organisation & Infrastructure
Transform fragmented data into ML-ready assets. We design pipelines, establish quality standards, and build infrastructure that scales—centralised or distributed.
- •Data pipeline design & implementation
- •ETL & data preparation services
- •Data quality & compliance frameworks
- •Distributed data architecture (when privacy or scale demands it)
Custom ML Development
Build machine learning solutions tailored to your domain. Our data scientists and ML engineers develop custom models that integrate seamlessly with your systems.
- •Computer vision systems
- •NLP & text analytics
- •Signal processing & time-series analysis
- •Model training & optimization
Production Deployment & Scaling
Deploy ML at scale—whether centralised, distributed, or federated. We handle platform setup, integration, monitoring, and ongoing optimisation.
- •Platform deployment (on-premises, cloud, or federated)
- •Integration with existing systems
- •Monitoring & observability setup
- •Ongoing optimization & support
How We Work With You
Choose the level of partnership that fits your needs
Advisory & Component Delivery
Strategic consulting and targeted development
- ✓ML strategy & data structuring consultation
- ✓Custom component development (models, pipelines, tools)
- ✓Knowledge transfer & handover
- ✓Best for: organisations with internal ML teams needing expert guidance
Custom Development + Support
We build it, we support it
- ✓Full custom ML solution development
- ✓Ongoing support & maintenance
- ✓Continuous improvement & iteration
- ✓Best for: organisations needing custom solutions with expert backing
Fully Managed
End-to-end ML operations
- ✓Complete ML infrastructure management
- ✓Model development & deployment
- ✓24/7 monitoring & optimization
- ✓Best for: organisations wanting complete ML solutions
Our Expertise
Since 2019, we've built machine learning systems across healthcare, finance, energy, defence, and industrial sectors. Our team specializes in:
When Federated Learning Makes Sense
For organisations facing data silos due to privacy regulations, compliance requirements, or multi-party collaboration challenges, federated learning offers a powerful solution. Our BranchKey Platform enables you to train models across distributed data without centralizing sensitive information.
Explore the Platform