> For the complete documentation index, see [llms.txt](https://docs.saharaai.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.saharaai.com/sorin/core-features/personalized-intelligence.md).

# Personalized Intelligence

Sorin is designed to be personal from day one. Rather than serving generic market feeds to every user, Sorin creates a **unique persona** that adapts to how you invest, what you care about, and how much risk you're willing to take.

<figure><img src="/files/0Nb73sapMKR2aYGgf5mA" alt=""><figcaption></figcaption></figure>

## What You Get

| You Say                                       | What Sorin Does                                                                  |
| --------------------------------------------- | -------------------------------------------------------------------------------- |
| "I'm focused on DeFi yield, low risk."        | Prioritizes yield opportunities, filters out speculative memecoin noise.         |
| "Show me trending narratives I'd care about." | Surfaces narratives aligned with your holdings and interests — ignores the rest. |
| "How does this fit my portfolio?"             | Interprets any asset or opportunity in the context of what you already own.      |
| "What am I exposed to today?"                 | Summarizes risk across your whole portfolio in plain language.                   |

## How Your Persona Works

### It's Built From Signal, Not a Long Onboarding Form

Sorin starts with a lightweight setup - your goals, risk tolerance, and key interests, then refines continuously based on what you do. Every query, trade, alert preference, and follow-up question adds signal.

### It's Portfolio-Aware

Your persona is grounded in your actual portfolio. Sorin tracks:

* **Assets held** — across wallets, chains, and venues
* **Position sizing** — how much of your portfolio each holding represents
* **Exposure type** — spot, perps, LP positions, prediction markets
* **Risk profile** — concentration, correlation, leverage

### It Filters Signal From Noise

Personalization is about what Sorin **doesn't** show you as much as what it does. If a narrative has nothing to do with your holdings or interests, Sorin doesn't waste your attention on it. If a setup matches your style, Sorin surfaces it proactively.

## Example Conversation

> **You:** "I'm a DeFi-focused investor, mostly on Solana, with a moderate risk tolerance and a bias toward yield. Not interested in memecoins."
>
> **Sorin:** "Got it. I'll prioritize Solana DeFi protocols, focus on yield opportunities, and filter memecoin narratives out of your feed.
>
> Based on your current holdings, your biggest exposures are to Kamino lending (42%) and a Sanctum LST strategy (28%). Your risk profile is currently concentrated in lending markets — want me to flag opportunities that could diversify without increasing your overall risk?"
>
> **You:** "Yes, and remind me if any of my existing positions drift above 45% of my portfolio."

## What Personalization Affects

| Surface                | How It's Personalized                                                          |
| ---------------------- | ------------------------------------------------------------------------------ |
| **Research summaries** | Framed against your holdings and risk profile                                  |
| **Alerts**             | Only triggered for things that matter to you, not generic market moves         |
| **Narrative tracking** | Filtered to themes relevant to what you own or what you've said you care about |
| **Recommendations**    | Sized and structured to fit your risk tolerance                                |
| **Explanations**       | Uses terminology and context appropriate to your experience level              |

## Privacy

Your persona — including your portfolio, preferences, and history — is private to your account. Sorin uses it to personalize your experience, not to share it.