About

Hello! I'm Desislava, ​"Founder of Caled Formula Vault—professional cosmetic formulations developed by chemists and pharmacists. We help wellness brands launch premium stress and sleep relief products with scientifically proven stability. Visit us to scale your brand:

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How To Solve a Problem Like; MARKETING

Launching a new product is one thing, marketing it is another. As a founder with more technical experience that marketing - support is absolutely needed and welcome for this part of the Business.

We would love to hear your success stories in marketing, do's & dont's, who or where we should be channelling our marketing energy and budget towards.

What would make an AI provenance report trustworthy?

I think most AI governance conversations stop too early.

Teams talk about dashboards, usage charts, and prompt capture. Those are useful, but they are not the same thing as a trustworthy record.

The harder problem is this: if someone asks you six months later whether a block of code was AI-generated, can you prove the record still means what it said when it was created?

That is why we added two things in LineageLens: a provenance hash chain and a signed AI BOM export.

What would you do if you were told the problem you are working on will NEVER make money?

"Data portability doesn't make money."

I heard this for years - from market leaders, from VCs, from people I respected.

"This is a regulatory problem, not a technical one." "This is a feature, not a product." "People don't pay for idealistic things."

<<Back story>>
In 2019, my team and I went deep into Self-Sovereign Identity: wrote research papers, ran experiments, and found ourselves at the intersection of data, identity, and web3. Right at that intersection lay data portability and sovereignty: the ability to own your data and take it anywhere on the internet.

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