HHD Real Estate AI Brief

System tracks seven office appliances using a hybrid Singular Spectrum Analysis (SSA) and Long Short-Term Memory (LSTM) forecasting model.

A fully local 7B-parameter model passed all 16 benchmark scenarios.

Dynamic retrieval matches full static retrieval while cutting average context from six to three-to-six sources per event.

Delegation included G42, Core42, MGX, and the Telecommunications and Digital Government Regulatory Authority (TDRA).

UAE described as among the first Gulf states to join the Pax Silica initiative.

Bilaterals held with Qatar, Finland, India, Israel, the EU, South Korea, Norway, the Philippines, Costa Rica, Singapore, and the UK.

CONIX.AI was founded in 2021 by Omar Geneidy, Yusuf Fahmy, and Hani Farrag.

E-Comply platform automates code compliance reviews, generates building designs, and streamlines permitting and approval processes.

LAB7 is Saudi Aramco's venture-building arm; deal size was not disclosed.