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Data drives what’s next.

Donimate Insights applies machine learning and analytics to the data your business already collects, turning sales, customer and operations records into forecasts, clear answers and next steps. Every decision starts from evidence, not instinct.

Illustrative Insights workspace

What Insights does

From what happened
to what to do next.

Reports tell you what happened last month. Insights looks ahead: it learns from your history, spots the patterns people miss and tells your team what is likely to happen and where to act.

01

Predict

Machine-learning forecasts for demand, revenue and cash flow, with confidence ranges, so you can plan for the likely outcome and prepare for the possible ones.

02

Understand

Customer segmentation, lifetime value and behaviour analysis that show who your best customers are, what they have in common and what keeps them coming back.

03

Act

Early-warning alerts for churn, stock and risk, and plain-language recommendations your team can put to work this week, not next quarter.

How it works

Raw data in, decisions out.

01
Connect

We securely connect your sources: POS, CRM, ERP, bookings, spreadsheets and web analytics, without disrupting how your systems run.

02
Model

We clean and join the data, then train machine-learning models and test them against your own history before anyone relies on them.

03
Reveal

Live dashboards and an insight feed turn the results into answers, written for decision-makers rather than data scientists.

04
Decide

Regular insight reviews with our team: what changed, why it changed and what to do next. We track the impact and keep refining the models.

What you get

Clarity you can act on

Insights is built around the handful of decisions that move your business, not a wall of charts nobody opens.

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  • A live executive dashboard

    The numbers that matter in one place, refreshed automatically from your systems.

  • Forecast models

    Demand, revenue and cash-flow forecasts with confidence ranges, back-tested on your data.

  • Customer segments and lifetime value

    Know which customers to grow, which to win back and what each one is worth.

  • Churn and risk alerts

    Early signals when customers drift, stock runs low or a metric moves out of range.

  • A regular insight briefing

    A short, plain-language summary of what changed and the actions we recommend.

  • Your data, your models

    Pipelines, models and dashboards are documented and handed over. No lock-in.

Where it makes a difference

Built for the industries we know.

Financial Services

Credit-risk scoring, cross-sell propensity and early warnings across the portfolio.

Tourism & Hospitality

Occupancy and demand forecasts, pricing signals and guest segments.

Automobile

Vehicle and parts demand, service retention and lead scoring.

Media & Entertainment

Audience analytics, content performance and advertising yield.

Manufacturing

Demand planning, predictive maintenance, quality and yield.

Your data stays yours

Secure by default

Access is scoped and logged, data is processed securely and anonymised wherever possible, and we work within your privacy and compliance requirements. You own everything we build.

Part of Data Science & Analytics

Need something broader?

Insights is our analytics product within the Data Science & Analytics service. For data strategy, BI rollouts or one-off analysis, explore the full service.

Data Science & Analytics
Curious what your data is already telling you?
Let’s find out together.

Decide with evidence,
not instinct