DanYar platforms · AI trading agent

Diba

A private AI trading agent: your VIP trader

Diba is an AI trading agent built on your own expertise. It's trained on your confidential data, including strategies, trade history, research and market data, and runs on its own dedicated RAG and LLM. It builds on everything it has learned before and works as a disciplined, always-on VIP trader. Brokers can offer it to their top clients, and Forex traders can use it as a tireless partner that follows their rules.

Core pillars

Trained on your edge

Your confidential strategies and data shape the agent, and they stay yours.

Dedicated private AI

Its own isolated DaDaR RAG/LLM instance, never shared with anyone.

Always within limits

Risk guardrails, approval modes and a kill switch keep you in control.

Capabilities

Private training

Ingests strategies, trade history, research and market data to build a model of how you trade.

Dedicated RAG & LLM

Runs on its own DaDaR instance and reuses previously trained knowledge, isolated per customer.

Market analysis

Combines price action, indicators, news and your research into a single market view.

Signals & strategies

Produces entries, exits and trade plans from your rules plus learned patterns.

Risk guardrails

Position sizing, exposure and loss limits, a kill switch and human approval modes.

Three service modes

Advisory, co-pilot where you approve each trade, or autonomous within the limits you set.

VIP client desk

Clients chat with the agent, get clear explanations and receive regular reports.

Full transparency

Every decision is logged with its reasoning, with live performance tracking and model versioning.

Product schematic

Diba: Product schematicDiba schematic. Capabilities: Private training, Dedicated RAG & LLM, Market analysis, Signals & strategies, Risk guardrails, Three service modes, VIP client desk, Full transparency. How it works: Bring your data → Train & ground → Set your limits → Trade & review.DibaCapabilitiesPrivate trainingDedicated RAG & LLMMarket analysisSignals & strategiesRisk guardrailsThree service modesVIP client deskFull transparencyHow it worksBring your dataTrain & groundSet your limitsTrade & reviewDiba: Product schematicDiba schematic. Capabilities: Private training, Dedicated RAG & LLM, Market analysis, Signals & strategies, Risk guardrails, Three service modes, VIP client desk, Full transparency. How it works: Bring your data → Train & ground → Set your limits → Trade & review.DibaCapabilitiesPrivate trainingDedicated RAG & LLMMarket analysisSignals & strategiesRisk guardrailsThree service modesVIP client deskFull transparencyHow it works1. Bring your data2. Train & ground3. Set your limits4. Trade & review

How it works

  1. Bring your data

    Strategies, trade history, research and market feeds, ingested securely into your own instance.

  2. Train & ground

    Fine-tune and index on a dedicated DaDaR RAG/LLM, versioned and reproducible.

  3. Set your limits

    Choose the service mode and define sizing, exposure and loss limits.

  4. Trade & review

    Follow every decision in the log, track performance and refine over time.

Who it is for

  • Brokerages, for their top clients
  • Forex traders

Trading Forex and other leveraged products involves significant risk. Diba supports trading decisions and execution within the limits you configure. It does not guarantee profits.

Talk to us about Diba

Our experts are ready to answer your questions about Diba.

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