Most enterprise AI starts with a warehouse and bolts a semantic layer on top. We started with the model of the business. The architecture is different — and the kind of question we can answer is different as a result.
The digital twin is the foundation, not an afterthought. AI reasons over the model of the business — assets, processes, value chains, costs, drivers, constraints, rules. The result is causal, defensible reasoning instead of pattern-matching over a warehouse.
Twins were historically a multi-quarter expert exercise. We use AI to construct the twin itself, collapsing months of work into weeks — typically 20% of the time and effort of legacy approaches. The cost barrier that confined twins to single assets is gone.
One twin underneath, seven modules above. Customers start with Core Analytics plus a use-case module and add modules as new use cases come online. No re-procurement. No re-architecture. Every module compounds the value of the twin.
The product is shaped by the questions executives actually ask: variance, value drivers, capital, scenarios, initiatives, board packs. Not a generic analytics platform retrofitted for the C-suite — built for it from the first commit.
Most enterprise AI fits one of four shapes. Each is useful for what it does. None is the executive intelligence layer that asset-intensive businesses need.
Comparison reflects Helm's positioning. Individual vendors will differ on specific capabilities; we are happy to walk through head-to-head detail in a briefing.
CFOs, CEOs, COOs, Chief Strategy Officers, and Chief Transformation Officers in mining, energy, utilities, infrastructure, and heavy manufacturing — typically $500M+ in revenue, with operations complex enough that no single dashboard, deck or spreadsheet captures the whole business.
If a SaaS analytics tool, a BI dashboard, or a spreadsheet model captures your business well — keep using it. The leverage of a twin only shows up when there is something physical, capital-heavy, or structurally complex to model.
A briefing typically takes 60 minutes and walks through how ManagedAnalytics compares to whatever you have today.
