> For the complete documentation index, see [llms.txt](https://vitality-project.gitbook.io/vitality-token-project/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://vitality-project.gitbook.io/vitality-token-project/the-vitality-ecosystem/pulse-intelligence-by-vitality.md).

# Pulse Intelligence by Vitality

The Intelligence Layer for the PulseChain Economy.

**Status: APPROVED ARCHITECTURE / PLANNED IMPLEMENTATION**

> **The Intelligence Layer for the PulseChain Economy.**

**Pulse Intelligence by Vitality** is the approved public financial-intelligence product inside the Vitality App. It is designed to help users understand the PulseChain economy, their own positions and the risks and opportunities around them from one coherent interface.

The planned first-class Vitality App route is **`/pulse-intelligence`**.

## What Pulse Intelligence is

Pulse Intelligence is designed as an **AI-assisted DeFi intelligence and strategy platform**. It combines deterministic data collection, normalized protocol intelligence, portfolio analytics, risk models, bounded bots and an AI Copilot.

It is not designed as an unrestricted autonomous trading agent or a substitute for professional financial advice.

## Approved capability areas

The product architecture includes:

* Overview;
* Markets and Protocol Intelligence;
* Wallet and Portfolio Intelligence;
* Pools, Liquidity and LP Intelligence;
* Yield and Staking Intelligence;
* Lending, Borrowing and Collateral Intelligence;
* Opportunity Intelligence;
* Risk Intelligence;
* Whale and Capital Flow Intelligence;
* Strategy Simulation;
* Community Intelligence Bots;
* Pulse Intelligence Copilot;
* subscriptions and entitlements;
* future Vitality Intelligence API;
* later user-reviewed, user-signed transaction construction.

## Portfolio intelligence

Connected-wallet intelligence may eventually provide a consolidated view of:

* assets and balances;
* protocol positions;
* LP positions;
* supplied and borrowed assets;
* collateral and liquidation exposure;
* yield sources;
* fees and income;
* realized and unrealized PnL where reliable data permits;
* concentration and protocol exposure;
* material changes over time.

## Risk-adjusted intelligence

Pulse Intelligence should prioritize **risk-adjusted outcomes** over headline APY.

Examples include:

* LP return after fees, incentives, impermanent loss, gas and opportunity cost;
* lending return after collateral and liquidation risk;
* yield quality after liquidity, protocol, token and incentive risk;
* opportunity ranking by return, risk, liquidity, duration, volatility, asset, capital requirement and complexity.

## Strategy Simulator

A flagship future capability is the **Strategy Simulator**. Before a user acts, a candidate strategy may be modelled for:

* expected transaction sequence;
* gas and slippage;
* price impact;
* position before / after;
* impermanent-loss scenarios;
* liquidation stress;
* protocol and dependency risk;
* capital efficiency;
* sensitivity to adverse market conditions.

Simulation is analysis, not execution.

## Maturity path

Execution-capable functionality must progress deliberately:

```
Observe
  ↓
Analyse
  ↓
Alert
  ↓
Simulate
  ↓
Build Transaction
  ↓
User Reviews
  ↓
User Signs
  ↓
Execute
  ↓
Monitor
```

Constrained automation, if introduced later, remains a separate future security gate.

## Non-custodial security principle

User private keys never enter Pulse Intelligence. AI receives no private key, unrestricted signer, Treasury credential, database credential or direct contract authority.

Wallet connection, authentication, entitlement and transaction authority remain separate states.

## Relationship to Vitality Nexus

Pulse Intelligence is the **financial intelligence layer**. Vitality Nexus is the **identity, utility, participation and progression layer**. They are first-class modules of the same ecosystem but serve different user needs.