Next Generation Analytics and AI


We help you get more from your data. Next Generation Analytics and AI is a framework that helps clients move from reporting to next generation predictive and prescriptive models. Or put more simply, move from "what happened" to "what is going to happen and what should we do".


Who it helps:

  • Organisation or division leaders looking to drive a data driven innovation agenda.
  • Transformation leads looking to accelerate delivery.
  • Finance teams looking to move away from disparate spreadsheets and ad-hoc reporting.
  • Operations teams seeking process efficiencies and innovative new ways of working.
  • Deal teams looking for data due diligence and new sources of value from potential investments.

Value:

  • Prioritised roadmap for data, dashboards and application development.
  • Enable self service insights that reduce the need for ad-hoc analytics work.
  • Discover and prioritise opportunities and actions using applied AI.
  • Drive value from process efficiency.
  • Develop new innovative services

How we deliver

Many organisations know they have lots of data and also know they are not getting the most from it. Our Next Generation Analytics and AI service maps together processes, roles, technology and data. This allows us to design and architect a prioritised data, dashboarding and application development roadmap. In phase one, we typically work alongside existing client analytics teams to deliver the first few dashboards. We then move onto design and delivery of applied AI solutions to accelerate innovation and drive process efficiencies.

Next Generation Analytics and AI uses a data driven design approach and then develop solutions using a business agile process. We combine the best elements of service design, pragmatic data science and financial evaluation. Our expertise and wide portfolio of frameworks means that we can quickly launch and iterate new solutions.


Process summary:

  • Work with stakeholders to align requirements to the design of a roadmap for data, dashboards and application development.
  • Delivery of early dashboards and data pipelines.
  • Upskill clients data and analytics teams to improve competencies in dashboarding, data engineering and data analytics.
  • Design and deliver new services and processes using applied AI.

Clients

Next Generation Analytics and AI can be applied across all sectors. It has been successfully adopted by several government divisions, Virgin Atlantic , Pearson and others.


Example use cases

  • Reduce time spent on data preparation and reporting by x%. Spend the saving on predictions and recommendations.
  • Sales forecasting and ordering, x% sales uplift through improved product availability, y% waste reduction and z% ordering time reduction.
  • Proactive customer management, x% reduction in churn and y% increase in customer satisfaction.
  • Learner drop-out prediction tool, preventing x% of drop outs.
  • Predictive maintenance tool saving x% through removal of unnecessary maintenance.
  • Verbatim feedback summarisation to improve service offering. Increase sales close rate by x% and customer satisfaction by y%.
  • Care plan assessment tool, x% reduction in assessment costs.
  • Network expansion tool based using location analytics. Average new site sales uplift of x%.

More details on Next Generation Analytics:


Related services:


Contact us at info@algospark.com