Swarm AI Labs · deck v2

Trade anything.
Right from Telegram. An AI trading agent with a wallet that actually works. Swaps, perps, prediction markets, and research — one chat, one wallet, no seed phrases.

Near Intents + SwapKit Hyperliquid Polymarket Turnkey MPC

01 / problem

↯

The trader's toolkit is fragmented by default.

A serious crypto workflow today means five apps, three wallets, and a seed phrase you half-regret managing. Every venue has its own UX, its own signing flow, its own place to mess up.

a.Five apps to trade

Swaps on one DEX. Perps on another. Prediction markets on a third. Research on two more. Context-switching tax compounds.

b.Seed phrases are a liability

Browser extensions, hardware wallets, twenty-four words on a metal plate. One mistake and funds are gone. Users are their own sysadmins.

c.Bots exist. They're rigid.

Telegram trading bots like BananaGun take typed commands with exact syntax. One typo, nothing happens. No reasoning. No context.

d.Research doesn't hand off

Reading about a token in one tab, buying it in another. Nothing closes the loop from "what's going on?" to "I just took a position."

02 / solution

One agent. One wallet.
Every venue. In chat.

Describe what you want in plain language. The agent interprets intent, quotes across venues, asks for confirmation, and executes — signed by a wallet keyed to your Telegram ID and email.

No seed phrase. No browser extension. No switching apps. Chat is the primary surface; a companion mini-app and PWA show balances, P&L, and positions.

@sparkling_bot

you
what's NEAR doing this week?
agent
NEAR +8.4% over 7d at $5.82. Volume up around the new mini-apps launch. Source: CoinGecko.
you
swap 100 usdc to near
agent
Near Intents: 100 USDC → 17.15 NEAR (0.22% slip, $0.18 fee). Confirm?
you
confirm
agent
Done. You hold 17.15 NEAR. Balance: 900 USDC + 17.15 NEAR.

03 / from zero to first trade

Under two minutes.

Land

sparkl.ing → Open in Telegram.

Onboard

Email OTP. Wallet exists in 30s.

Deposit

TON Connect / WalletConnect / QR.

Ask

"swap 100 USDC to NEAR."

Confirm

Quote. One tap. Signed.

Done

Balance updated. Open app.

Supported: USDC · USDT · BTC · ETH · NEAR · TON · SOL.

04 / wallet

No seeds. No extensions.
Telegram is your key.

Semi-custodial. Keys live in Turnkey's secure enclave. Your Telegram ID plus email authorize every signature. No seed phrase is ever surfaced to the user.

Rails

Three — TON Connect (Telegram), WalletConnect (PWA), manual QR.

Safety

$500 per-trade cap · 10 swaps/hr · always-confirm · emergency pause.

Address memory

Last deposit origin auto-fills withdrawal — CEX-style.

Signing flow

You

↓telegram id · email otp

Turnkey TEE

↓mpc sign

Near

Polygon

Arbitrum

TON

Policy enforcement

agent guards

rate limits

turnkey policies

05 / verticals

One wallet. Four on-chain verticals.

a · swaps

Cross-chain token exchange via intent-based solvers.

User states outcome ("swap X to Y"), solvers compete to fulfill it across chains. Sparkling routes between two aggregators, picking the better quote per pair.

Near IntentsSwapKit

b · prediction

Binary outcome contracts on real-world events.

Politics, sports, macro, crypto milestones.

PolymarketKalshi

c · perpetuals

Leveraged positions. AI-assisted sizing.

Hyperliquid first. Aster and Lighter follow.

HyperliquidAsterLighter

d · research

Market data. On-chain metrics. Then hand off to trade.

The agent carries research context straight into the next swap intent.

CoinMarketCapCoinGecko

Every vertical routes through the same Turnkey wallet. One sign, any venue.

06 / surfaces

Chat where you trade. App where you watch.

Primary

Telegram chat

Research, swap, bet, trade, withdraw — conversational.

›swap 50 usdc to near

‹Near Intents: 50 → 8.58 NEAR (0.2%). Confirm?

›confirm

‹Done. 450 USDC + 8.58 NEAR.

Companion

Mini-app + PWA

Balances, P&L, open positions, deposit and withdraw.

Portfolio

$12,437

24h P&L

+$284

Open positions

HYPE 2x · BTC-PERP 3x · YES Fed-Jun

Deposits and withdrawals work in both surfaces.

07 / architecture

Built to ship. Designed to scale.

User layer

Telegram bot

↔

TMA / PWA

↕

Backend · DigitalOcean

Python / FastAPI

Agent core

Tool registry

↕

Integrations

Turnkey

Near Intents

SwapKit

Hyperliquid

CMC / CG

↕

State

MongoDB

Redis

Centrifugo

DigitalOcean Cloudflare DNS + Pages PostHog Cloud Sentry Axiom 1Password

LLM is pluggable — OpenAI nano by default, with adapters for Kimi, MiniMax, and other fast backends.

08 / timing

Three converging narratives.
One product at the intersection.

#1 Q1 2026

AI × Crypto

20%

#4 Q1 2026

Perp DEXs

11%

#8 Q1 2026

Prediction markets

Telegram MAU

950M — the largest crypto-native distribution channel

Perp DEX share

1% → 26% of global perps, 2024 to Q1 2026

User pipeline

100K+ tg_ids from Blum, ready to seed via tg-sender

Source · web3-narratives-2026 · perp-dex-research

09 / roadmap

Alpha → v1 → v2 in eight weeks.

Alpha · now

Prove the loop

4 weeks

Near Intents + SwapKit swaps. Three deposit rails. Chat-to-trade. Research intent. Public at sparkl.ing.

v1 · +2 weeks

Add depth

+2 weeks

Hyperliquid perps. Polymarket. Agent memory stack. Fiat on-ramp.

v2 · +2 weeks

Scale out