The current client portfolio defines eleven client sub-sets, including ten named client accounts and one life sciences vertical sub-set, so that client knowledge is partitioned by account or shared industry domain.

**Client sub-sets (based on current portfolio):**

— PYRANA_Internal_Knowledge_Graph_Specification.md

| `CLIENTS:PATRICK` | Active — primary client | Financial analysis, eCommerce, AI strategy, manufacturing |

— PYRANA_Internal_Knowledge_Graph_Specification.md

| `CLIENTS:JNJ` | Active | SDLC co-pilot, pharmaceutical, life sciences |

— PYRANA_Internal_Knowledge_Graph_Specification.md

| `CLIENTS:TOLMAR` | Active | Document analysis, pharmaceutical manufacturing |

— PYRANA_Internal_Knowledge_Graph_Specification.md

| `CLIENTS:LIFE_SCIENCES` | Vertical | Cross-client life sciences knowledge |

— PYRANA_Internal_Knowledge_Graph_Specification.md