Data & AI Enablement
Innovate, drive strategy and improve productivity through data and AI.
Data and AI offers a world of opportunity. But how do you operationalise it and make it real in your organisation? Working together, we’ll help you create your data and AI vision and roadmap, prepare your data and evolve your DevOps pipeline, and take your data and AI capabilities live.
Establish the roadmap
Where do you start, and how do you get going? Our envisioning and discovery services help you create a clear data and AI vision and roadmap.
- Identity business goals, existing data landscape and what’s possible with data and AI
- Determine your data and AI use-cases – prioritising the higher value, lower complexity use cases
- Reach a consensus on an achievable roadmap
Create data foundations
With multiple datasets spread across disparate systems, our data preparation and model development services ensure your data’s prepared, the right ML models are selected, developed and trained ready for production integration.
- Select the right ML model to suit your use case, leveraging existing data infrastructure and cloud-provider’s advanced data and ML capabilities
- Build data ingestion, cleansing and transformation pipelines required
- Train, validate and tune your machine learning model
- Prepare end-to-end for production integration
Put data and AI to work
With the volumes of data and compute power required by ML models, how do you get your new AI capabilities live with the necessary monitoring to continually evolve? Our Production Integration & Evolution service has the answers.
- Evolve your DevOps pipelines, monitoring and logging tooling and processes
- Highly collaborative approach including pairing, coaching and mentoring
- Leave your teams prepared and confident to tackle the next AI use case
Who we work with
Customer stories
Play out real development scenarios that can teach you the basics or help you hone your agile skills.
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