One version of the truth, available to everyone
We define your metric layer, build dashboards people trust, and make the same definitions available to AI agents — so humans and machines answer questions the same way.
Why Liplyn Information Group for your sector
Metric layer
Shared, versioned definitions of revenue, margin, churn and KPIs — reused by every report and agent.
Self-service
Governed datasets so business teams explore safely without breaking the numbers.
AI analytics
Natural-language querying grounded in your semantic layer instead of hallucinated SQL.
Adoption
We measure who uses which dashboard and retire the ones nobody opens.
What we deliver
From KPI workshops to a rationalised reporting landscape with clear ownership.
Talk to an analytics lead
Tell us which decisions lack numbers — we'll propose a reporting roadmap.
Trusted by leading brands
Frequently asked questions
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This service is deployed in the sectors below. Open an industry page for use cases, case studies and results.
End the meeting where everyone brings different numbers
One metric layer, one source of truth, used by people and AI alike.
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