01

Start with the system of record

Select the relationship and pipeline layer first. Enrichment and meeting capture should write into that operating record rather than create parallel silos.

02

Add breadth without replacing depth

Keep a verified market-data incumbent where it works

03

Sequence adoption

Roll out one workflow at a time with an accountable owner