Revolution in personal finance
stands at our doorstep...

Hello, I'm Quant.
Your Multi-Trading
AI Companion.

What are we buying today, sir?

Ask me anything about trading, stocks, tokens, or general market...
Send token Swap tokens
Token price Show portfolio
Build strategy

CZ

owner of Binance

"So today, you know, you open the Binance app, you look at your chart, you have to like, you know, click on a price level, and you have to type in the price and then a green or red button...

That shouldn't be the interface. The interface should be like: 'Look, convert 10% of my stablecoins into BNB'...

All of that stuff should be just happening in the background. Alright, so the agent can do this for us. You soon will be able to..."

interview from 10.02.2026

Kris Marszalek

founder of Crypto.com

Kris Marszalek X post

Hello, I'm Quant.
Your Multi-Trading AI Companion.

What are we buying today, sir?

Send token Swap tokens Token price Show portfolio

...and it has a name:

Quant

The Pain

Investing Today Is Fragmented,
Complex and Emotionally Draining

  • Buying stocks through a fintech or bank.
  • Buying physical gold.
  • Swapping crypto on Uniswap.
  • Trading on Binance.

Each action lives in a different ecosystem.
Different UX. Different logic. Different risks.

Capital markets are accessible — but not usable.
Instead, they often feel overwhelming and repulsive.

Binance Trading
Stock Trading
Swap App

The Solution

What if trading felt intuitive?

What if you could buy gold in 60 seconds?

What if the flow was aligned with human physiology — not against it?

No friction. No chaos. No cognitive overload.

A calm, guided, adaptive experience.

It is possible.

Conversation

The dominant interface
of the next decade is conversational.

Humans evolved for conversation, not dashboards.
We make better decisions through guided interaction, context, and adaptive feedback.

Conversation reduces cognitive load.
Reduces stress.
Improves execution clarity.

AI doesn't just automate finance.
It redesigns how humans interface with capital.

Quant Conversation UI

AI Era

The Bloomberg Terminal
of the AI Era

Bloomberg organized financial data.
Quant organizes global intelligence.

Macro. Order flow. On-chain. Social sentiment.
One continuous signal stream.

Quant aggregates structured and unstructured data worldwide
and converts it into ranked, actionable trades.

From noise to conviction
From terminals to AI intelligence

Architecture

Quant — Technology Stack

01

Conversational Layer

Natural language trading interface

Chat & voice trading AI agents: Quant & Quant Pro Portfolio queries Trade commands

"Quant, please buy Tesla shares for me"

02

Intelligence Layer

AI market intelligence — Bloomberg Terminal for everyone

Market data aggregation Social & news signals Trade recommendations
03

Execution Layer

On-chain trade execution — 60 seconds to on-ramp and buy anything

1inch 0x Hyperliquid Relay Jupiter Aster

25 blockchains • 10,000+ assets • 100+ stocks & commodities

04

Wallet Infrastructure

Secure wallet & onboarding

Embedded wallets Seamless login for web3 newbies Key management & signing
05

Settlement Layer

Blockchain asset infrastructure

Tokenized RWAs Crypto & DeFi liquidity Stablecoin settlement On-ramp / Off-ramp

Viral Marketing:
Trade Without Hands

Humans are naturally wired to interact with conversation,
not complex interfaces.
Voice + Quant AI turns trading into the simplest possible interaction.

Concept

We market the product through a simple, visual idea:

"You can trade anywhere without touching your phone."

A user simply says:

"Hey Quant, buy 10 Apple shares and 0.5 Bitcoin."

The Quant agent executes the trade instantly.

Gym Bro

Quant, buy $200 of SOL.

GYM BRO

Morning Chef

Quant, swap my USDT for ETH.

MORNING CHEF

Commuter

Quant, what's Bitcoin at?

COMMUTER

Young Parent

Quant, show my portfolio.

YOUNG PARENT

Creator

Quant, send 50 USDC to Alex.

CREATOR

Adventurer

Quant, buy the dip.

ADVENTURER

Features

Features and monetization

Conversational AI trading interface (chat-native execution) One-click cross-asset execution (stocks, commodities, crypto) Native on-chain swaps through DEX Smart order routing Fully automated AI trading agents Strategy autopilot (set risk → AI executes) Real-time global data aggregation Social sentiment analysis Narrative shift detection Ranked trade opportunities with AI conviction score Portfolio autopilot rebalancing Private, non-custodial wallet infrastructure Optional anonymity layer (privacy-preserving execution) Copy trading / social trading vaults Performance leaderboards (transparent on-chain stats) AI risk engine (dynamic exposure adjustment) Personalized trade feed (adaptive to user behavior) Instant gold / commodity exposure via tokenization Cross-chain asset bridging abstraction Voice-enabled execution ("Buy $10K BTC with medium risk")

Where we monetize:

trading fee, on-ramp fee, subscription, API fee, information access

Market Size

Market Size

$0T+

Projected global assets under
management by 2027

0m+

individuals

Estimated number of people
investing globally

0%

of daily equity volume

Driven by retail investors
in major markets

Double-digit
annual growth

Retail trading participation
continues to expand globally

Massive capital.

Hundreds of millions of users.

Accelerating adoption.

Team

Jakub Chmielniak
Jakub Chmielniak co-founder
Bartek Sibiga
Bartek Sibiga co-founder
Lukasz Watroba tech lead
Adam Krupa back-end
Piotr Kezwon blockchain
Mateusz Przegalinski front-end
Kamil Krasowski AI
Mariusz Zawistowicz UX/UI
Kamil Wegrzyniak UX/UI

Integrated with 25 blockchains, 10000+ tokens, 100+ stocks and commodities.

Bitcoin Ethereum BNB Chain Solana Cardano XRP Ledger Polkadot Avalanche Tron Polygon TON Arbitrum Optimism Cosmos Venom Near Algorand Aptos Cronos Sui Tezos
Quant active

|

Contact

Jakub Chmielniak

Jakub Chmielniak

jakub@mrgugu.com

Bartek Sibiga

Bartek Sibiga

bartek.sibiga@ddob.com

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