Daniel Veroc

founder VEROC GROUP.
l | | VEROC Labs.
trading & real estate.
$50m+ arr • 150+ ppl in team — prg / dxb / pvg.

[Daniel Veroc @Veroc_Daniel]

Every era is defined by what it can verify.
We made money verifiable.
We made contracts verifiable.
We made privacy verifiable.
Trust is next.

[Daniel Veroc @Veroc_Daniel]

Only risk takers win.

Everyone else watches.

[Daniel Veroc @Veroc_Daniel]

1/ The 5-star rating is a relic from a time when the web was static and reviews were written by humans.

Today the internet is full of bots, paid voices, extorted businesses, and AI agents shopping for you.

5* is the average of lies. We need something else.

2/ Reputation without proof = belief.
Reputation with proof = trust.

TrustLedger doesn't count stars. It composes claim → evidence → counter-evidence → dispute → outcome into a machine-readable trust record.

3/ When an AI agent books your hotel tomorrow, moves your money, or picks your broker, it won't read reviews. It will read proof.

Trustpilot is for humans. TrustLedger is for agents.

4/ The Truth Machine for the Trust Economy.
Economy built on trust. Trust built on truth.

Trustledger AI.

[Daniel Veroc @Veroc_Daniel]

Every "trust API" today returns this:

{
"rating": 4.2,
"reviews": 1247
}

That's useless to an AI agent.

TrustLedger's MCP server exposes what agents actually need before transacting:

→ get_entity_trust
→ list_disputes
→ verify_claim
→ get_evidence_summary
→ get_trust_gap
→ and many more...

• Webhooks for trust-change events.

Before agents can pay, agents must trust.

[Daniel Veroc @Veroc_Daniel]

Stars were built for humans scrolling pages.

An AI agent routing a payment doesn't ask "how many stars."

It asks:

— What is claimed?
— What proves it?
— What's disputed?
— What's the confidence level?
— What changed recently?
— What's the trust gap?

TrustLedger answers these.

[Daniel Veroc @Veroc_Daniel]

Most people will understand https://t.co/Bb0jPM1WWC in 2028. I'd rather build the trust infrastructure of the AI era three years early and alone, than on time and in a crowd.

[Daniel Veroc @Veroc_Daniel]

In a world where AI writes everything, three questions matter more than ever:

1/ Is this real?
2/ Can I believe this?
3/ Should I trust this?

We built TrustLedger so they finally have an answer.

[Daniel Veroc @Veroc_Daniel]

8/ Based on a dataset that was never built to be trusted.

Before agents can pay, agents must trust.

The infrastructure for that does not exist yet.

That is what this means.

[Daniel Veroc @Veroc_Daniel]

1/ Every review platform on the internet is a marketing surface.

Reviews are bought.

Placement is sold.

Complaints are deleted.

Critical reviewers are threatened into silence.

[Daniel Veroc @Veroc_Daniel]

7/ And now AI agents are coming to spend money on it.
A human reading a 4.7-star rating can hesitate.
An agent will act.

It will book the hotel. Buy the product. Route the payment. Sign the contract.

[Daniel Veroc @Veroc_Daniel]

100%.

[MOI @MOI_Tech]

@Veroc_Daniel AI agents are going to stress-test internet trust systems harder than humans ever did.

[Daniel Veroc @Veroc_Daniel]

@Mika634610522 @Parzival_Z_ Thanks Mika!

[Daniel Veroc @Veroc_Daniel]

Every once in a while, something changes everything. Apps are dying.

AI agents are next. But before they act, they must know who to trust.

Trust without proof is just guessing. We're building in silence. Today we unveil the internet's truth layer.

https://t.co/DhdAaFogIE

[Daniel Veroc @Veroc_Daniel]

@DavTheWhale Thank you Dav! You can write me DM if you want to join the team. Eventually, one day this project will become open-source.

[Daniel Veroc @Veroc_Daniel]

How TrustLedger builds the Truth Machine:

ad1) No corporate kill-switches

ad2) Events become verifiable Trust Claims

ad3) The network earns Bounties for cryptographic proof

ad4) AI agents read from an unforgeable database

Centralized censorship dies here.

[Daniel Veroc @Veroc_Daniel]

July 2024: ChatGPT denies Trump was shot. Google blocks the search. Meta censors the photos.

Big Tech called it an "AI hallucination."
The reality? AI is blind, trained on a centralized, censored web.

TrustLedger is the fix. The internet's Truth Machine.

[Daniel Veroc @Veroc_Daniel]

@cb_doge truth machine fixes this.

[Daniel Veroc @Veroc_Daniel]

July 2024: ChatGPT denies Trump was shot. Google blocks the search. Meta censors the photos.

Big Tech called it an "AI hallucination."
The reality? AI is blind, trained on a centralized, censored web.

TrustLedger is the fix. The internet's Truth Machine.