Our Story

For twenty-one years I worked client-side, running growth for global organizations: non-profit media, an archaeology institute, an international concert series, with audiences in more than 150 countries and ten languages. What I cared about most never changed: the value and transformation an organization creates for its customers, and how to grow it. Then I started working for other companies, and company after company, I saw the same thing hold growth back. It was rarely the product. It was marketing, sales, product, and retention each chasing their own number while value leaked through the seams no one owned.

Beneath those seams I kept finding a second problem: data no one could trust. Teams sat on piles of it, then asked AI for answers the underlying data couldn't support. A growth motion can't run on decayed data, so LangOptima closes that gap too. We offer TextDistil, powered by our partner Lead Semantics and its founder Prasad Yalamanchi: a pipeline that turns scattered enterprise content into a governed knowledge graph. It runs in production today, including at Dow Jones's Factiva research center, processing thousands of articles a month.

So the work starts with growth. I understand your vision, then bring it to life with quick, effective action and tight iteration, until growth runs as one motion: every team on the same number, the data and platforms underneath connected so it holds together. The aim is never to make you need me. It is to leave behind a motion your team can see, trust, and run without me or anyone at LangOptima. We leave you better than we found you.