AI & Advanced Analytics

Advanced Analytics:
Diagnostic to Prescriptive

Move up the analytics ladder — from understanding what happened, to predicting what’s next, to prescribing the best action.

Most reporting tells you what happened. The value lies on the rungs above: explaining why, predicting what comes next, and prescribing what to do about it. We build that full ladder on your data so every team works from forward-looking, evidence-based decisions instead of lagging dashboards.

The problem

When data describes but doesn’t decide

Descriptive dashboards are everywhere; the analytics that actually change decisions are rare.

01

Hindsight only

Reports explain the past but offer no view of what is coming or what to do.

02

No explanation

Numbers move and no one can say why, so action is guesswork.

03

No recommendation

Even good forecasts stop short of telling teams the best next action.

What we do

The full analytics ladder

Four rungs, from explaining the past to prescribing the future.

Diagnostic Analytics

Diagnostic Analytics

Root-cause and driver analysis that explains why the numbers moved.

Predictive Analytics

Predictive Analytics

Models that forecast demand, risk and behaviour with quantified confidence.

Prescriptive Analytics

Prescriptive Analytics

Optimisation and what-if models that recommend the best action, not just the forecast.

Decision Support

Decision Support

The insight delivered where decisions are made, in the language of the team.

What you get

What you receive

Analytics that change what people do.

Driver & root-cause models

A clear, quantified explanation of what moves your key metrics.

Predictive models

Forecasts and risk scores you can act on, with confidence ranges.

Prescriptive recommendations

Optimised, explainable next-best actions for the decision at hand.

Embedded decision views

Insight surfaced in the dashboards and tools your teams already use.

Book a 60-minute working session

Bring a real decision or dataset — we’ll show you how KEPLER would approach it, with no obligation.

Book a 60-minute session
Where we start

A focused, low-risk first step

We start with a short diagnostic — the decision to improve, the data behind it, and a first slice that proves value fast. See how we engage →

Sample outputs

Typical AI & analytics artifacts you’ll receive

Validated production modelScoring / inference pipelineModel monitoring dashboardModel card & documentationRetraining playbook
Engagement model

Engage at the level that fits

From a quick diagnostic to a fully managed service — start small and scale as value is proven. How we engage →

How we work

From data to decision

The same path up the ladder, on your data.

Frame

We pin down the decision and the metric it should improve.

Diagnose

Driver analysis explains what is really moving the number.

Predict

Models forecast what happens next, with confidence.

Prescribe

Optimisation turns the forecast into a recommended action.

Embed

The insight lands where the decision is made.

Outcome

Decisions, not just dashboards

Every metric gains a why, a what-next and a recommended action.

  • The why behind every key movement
  • Forecasts teams can trust and defend
  • Recommended actions, not just numbers
  • Insight embedded in everyday tools
DiagnosticExplained
PredictiveQuantified
PrescriptiveActionable
DeliveryEmbedded
FAQ

Common questions

Where do we start on the ladder?
Usually with the decision that matters most. We often begin diagnostic-and-predictive on one high-value metric, then add prescription once it’s trusted.
Do you replace our BI tools?
No — we layer advanced analytics on top of the BI and tools you already run, so insight lands where people already work.
How do you keep it explainable?
We favour models and outputs that surface the drivers and reasoning, so decision-makers trust and can defend the recommendation.
Use cases

Representative use cases

Common problems in this area, how KEPLER solves them, and the likely outcome.

Dashboards show what happened but never why
Operations · Diagnostics

Dashboards show what happened but never why

Root cause surfaced

View details →
Decisions are made looking in the rear-view mirror
Commercial · Prediction

Decisions are made looking in the rear-view mirror

Predictive not just historic

View details →
Knowing the answer isn’t the same as choosing the best action
Cross-industry · Optimization

Knowing the answer isn’t the same as choosing the best action

Prescriptive recommendations

View details →

Climb the analytics ladder

Tell us the decision you want to improve and we’ll map the rungs that get you there.

Talk to our analytics team