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PerspectiveJune 24, 2026

What architecture best optimizes the use of financial data and cross-asset analysis?

Aligning hmdata, HillMetrics Core and ABC Bourse into a multichannel ecosystem: an architecture designed to optimize, recycle and monetize financial data in service of the entire market.

Vincent Weil
Vincent WeilPresident
What architecture best optimizes the use of financial data and cross-asset analysis?

As financial data grows more complex to manage and analyze by the day, HillMetrics is deploying an ambitious industrial strategy: aligning three complementary offerings — hmdata, HillMetrics Core and ABC Bourse — to build a coherent and powerful multichannel ecosystem in service of our clients.

This approach is not a simple bundling of products. It is a strategic architecture, designed to optimize how data is used, maximize its value, and serve the full breadth of the market: corporates, institutions, financial experts and individual investors alike.

Financial data: the native common foundation of a multichannel offering

These offerings, and the way they combine, would not exist without a common foundation that is natively multidimensional. Our processing chain is built to collect, structure and control more than a thousand data points drawn from inherently heterogeneous asset classes: from standard data on listed securities and mutual funds to the less standardized, harder-to-source data of private asset funds, crypto and structured products. The depth and variety of the data we process, and its availability within a unified reference framework, allow us to cover a very wide range of client needs and use cases.

Three uses, three offerings, one ambition

The business model built on this data is designed to serve different client needs through three distinct offerings:

  • hmdata manages and delivers financial data to companies. It is our corporate data management and data providing offering.
  • HillMetrics Core interprets that data and turns it into strategic value, providing advanced tools for analysts and financial advisors.
  • ABC Bourse distributes it at scale to individual investors through its market information platform.

Each offering's strengths complement the others, creating cross-cutting synergies.

Thanks to the depth of hmdata, ABC Bourse offers enriched data. Specific equity data points from ABC Bourse in turn feed hmdata and HillMetrics Core. The advanced calculation engines and the UX of ABC Bourse and HillMetrics Core complement one another to strengthen their respective offerings. The visibility of ABC Bourse anchors the recognition of HillMetrics indicators and benchmarks. And ABC Bourse's screening engine and technical article generation, an essential qualitative complement to financial data for analysts, enriches the quantitative analysis tools of HillMetrics Core.

Each channel strengthens the other two and feeds the ecosystem. Each use improves the models.

This is an integrated industrial logic in which data is not merely exploited. It is optimized, recycled, valued and made more accessible to end users in a virtuous circle.

This architecture allows HillMetrics to cover the entire market:

  • Corporate: banks, insurers, companies, institutions.
  • Financial advisory: asset management firms, analysts, advisory practices, experts.
  • Retail: individual investors.

HillMetrics is building more than a product suite. We are creating an ecosystem.

HillMetrics' positioning marks a shift from a logic of silos to a logic of ecosystem. hmdata, HillMetrics Core and ABC Bourse are three entry points into a single vision: putting data and its analysis at the service of our clients, from large corporations to individual investors.

And it is this strategic coherence that defines the group's strength today.

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What architecture best optimizes the use of financial data and cross-asset analysis? | HMData.ai