ATLANTA – October 31, 2026 -- Heritage Werks Group (HWG) has made NetX AuthorityAI commercially available, an "Authority Layer" for enterprise AI that grounds answers in an organization's proprietary knowledge and claims up to 4X greater inference energy efficiency.

New York – October 13, 2026 -- KNOWIDEA, the decision intelligence company, has published a research paper co-authored with Georgia Tech and developed with one of the world's largest asset managers, aimed at making AI-generated financial database queries verifiable before they inform decisions.

The paper, titled "VeriPIE: Checkable Query Plans and Evidence-Guided Selection for Text-to-SQL," describes a method that improves the accuracy of AI-written database queries. Each answer comes with evidence that a risk team can validate before acting on it.