Predictive Analytics
Use your data to explore what may come next.
Assess whether predictive analysis can help answer a specific business question, with data quality, evaluation and practical use considered from the start.
What we can work on together.
Start with the areas that matter most to your organisation. We shape the following capabilities into a defined project or an ongoing scope, with clear priorities and responsibilities.
Problem definition
Clarify the decision a prediction would support and what information is available at the time of that decision.
Data assessment
Review the relevant data for completeness, consistency and suitability before recommending an analytical approach.
Modelling and evaluation
Compare candidate approaches with an appropriate baseline and assess performance on held-out data where feasible.
Business interpretation
Explain assumptions, uncertainty and limits so your team can judge how the findings should inform decisions.
Part of your wider digital picture.
Predictive Analytics works best when it connects to the rest of your business. Through Cornerstone Partnerships, we can coordinate this work with the relevant brand, website and marketing priorities in one ongoing programme.
A clear process, from brief to delivery.
Your specialists work from the same brief, with priorities and review points agreed with your team.
Understand the context
We discuss the business, review the available material and clarify what the work needs to achieve.
Agree the scope
We define deliverables, responsibilities and review points so your team knows what is included and what we need from you.
Deliver together
We coordinate the agreed work with your team, share progress and raise decisions or dependencies as they arise.
Review the next steps
We review the delivery and relevant feedback, then agree whether further improvements or ongoing support would be useful.
SELECTED CLIENT WORK
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Fibon
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Let’s discuss what you need.
Tell us about your organisation, the work you have in mind and any important dates. We will discuss the scope and recommend a practical next step.
Working with us on predictive analytics
Have a question about your brief? Email our team.
What can this service include?
Assess whether predictive analysis can help answer a specific business question, with data quality, evaluation and practical use considered from the start. The scope can cover problem definition, data assessment, modelling and evaluation, business interpretation. We agree the priorities with you before starting.
How do you assess whether AI is appropriate?
We start with a specific problem, the available data and a way to evaluate usefulness. The first step may be a feasibility review or limited prototype. We discuss uncertainty, human oversight and alternatives before a wider build.
Do you work with international clients?
Yes. We are based in Cape Town and work with organisations internationally. We agree communication, review points and delivery arrangements around the people involved.
How are cost and timing agreed?
The schedule depends on the scope, inputs, integrations and review process. We agree milestones after understanding the brief and identify dependencies that could affect delivery. We prepare a proposal around the agreed deliverables and responsibilities. Relevant platform, media or third-party costs are identified separately where they apply.
Can this be part of an ongoing partnership?
Yes. Cornerstone Partnerships brings strategy, brand, websites and marketing into an ongoing relationship. We agree the work included and review priorities as your needs develop.
How do we get started?
Tell us about your organisation, the work you have in mind and any important dates. We will discuss the scope and recommend a practical next step.