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Companies Most Exposed to NOVARTIS AG

PTC INC. has the strongest graph-mapped exposure to NOVARTIS AG.

As of August 15, 2026 · AlphaOS Knowledge Graph

  1. 1PTC INC.PTC75 confidence
  2. 2Carlyle Group Inc.CG70 confidence
  3. 3ECOPETROL S.A.EC70 confidence
  4. 4Eastern Bankshares, Inc.EBC70 confidence

Methodology

Companies with a direct knowledge-graph relationship to NOVARTIS AG at or above a confidence of 0.6, ranked by confidence.

Derived from the AlphaOS Knowledge Graph. For research and education only — not investment advice.