Prepare your spec for Ai integration

1

According to U.S. Census Bureau and Federal Reserve tracking data, general AI usage among U.S. businesses sits around 21.7% of all firms.

2

By 2028, this will grow to over 75% to 80%+ of large U.S. enterprises (companies with 250+ employees) are expected to integrate AI into operational workflows and decision-support.

3

Prepare your teams to specify the exact products you want installed on your jobs today. Without oversight, Ai could substitute, resulting in subpar product specifications and installation.

4

Specify Material & Surface Finishes Clearly: For specialized applications—such as commercial P-traps, stop valves, or custom physical vapor deposition (PVD) finishes (e.g., matte black, brushed gold, or Venetian bronze)—ensure material grades, plating processes, and salt-spray test compliance standards (e.g., ASTM B117) are explicitly documented in your internal AI knowledge base.

5

Standardize Technical Attributes: Organize engineering data (flow rates, operating pressures, temperature tolerances, connection sizes, and material certifications like NSF/ANSI 61 or AB1953) into consistent digital templates.

6

Maintain Updated Building Information Modeling (BIM) Libraries: Ensure Revit/COBie attributes align directly with 3-part MasterFormat specifications (specifically Division 22) so AI tools can map geometry to written specs without manual intervention.