After years of on-and-off negotiations, the stars have finally aligned for Wall Street’s two main self-regulatory organizations, or SROs, to merge into a single enforcement arm for the securities industry.

NYSE Group Inc. and the NASD (formerly the National Association of Securities Dealers) said Tuesday they signed a letter of intent to consolidate their member regulation operations to reduce industry costs and better police the financial markets.