Execute orders smarter and minimize price slippage with AI
The complexity of digital assets markets is growing fast, and with it, the risks and complexities to traders of managing the execution of large transactions.
together with leading technology and trading firms
We know the challenge. You are connected to several large exchanges, but how do you optimize your execution strategy across all?
How you operate
vs
How markets behave
Without AI, your operating model is already at risk:
Uncontrolled price slippage hurts your ROI
Highly paid employees and infrastructure attempting no-scale inhouse solutions
Failed transactions increase portfolio risk
This is where Dakko comes in: Introducing the Intelligent Market Impact Model (MiM)
Trade Signals
The asset manager receives a trade signal based on their own proprietary investment analysis, market drivers, etc., (i.e. outside of Dakko)
Verify
Upon receiving the trade signal, the asset manager looks up the overall trade order size vs price slippage that are predicted in the Dakko MiM API
Strategize
The asset manager determines if/what trade order size and timing is likely to be feasible, and prompts the Dakko MiM API to run a concrete trade distribution scenario across exchanges
Authorize
With the trade execution strategy in hand, the desired trade orders are checked and authorized by the asset manager’s inhouse compliance workflow
Complete
Once authorized, the asset manager executes specific orders on designated exchanges via their OEM tool with slippage guardrails updated by the Dakko MiM
We let you calculate the optimal execution strategy across 100+ exchanges with the click of a button
The MiM AI answers your key questions:
Dakko’s Market Impact Model
Optimize large trades with the Market Impact Model, minimizing price slippage and market impact using AI-driven execution strategies.
Dakko automates the web3 chain-to-AI workflow
We automate web3 participants journey from raw data to trustworthy AI
Our research and infrastructure maintain robust and precise data labels and embeddings for real-time data observability
We provide our solution for web3 developers in a comprehensive and modular AI development toolkit, helping clients save development time, cost and infrastructure
Dakko enables web3 participants to achieve trustworthy AI, while freeing up time of highly skilled employees and saving infrastructure costs
Steps covered by Dakko from CHAIN to AI
Native web3 data connectivity
Scalable real-time data infrastructure
Integrations to web2 and web3 sources
Data transformation and structured representations
Dynamic data labels
Dynamic embeddings
Dynamic events data
AI training environment
Trustworthy and explainable AI
Optimal execution algorithm
MIM calculates ideal order sizes and schedules, prioritizing minimal slippage and best price, considering market impact, user risk tolerance, fees, limits, and liquidity.
AI-powered market impact predictions
MIM provides you with the single interface and infrastructure you need to swiftly develop advanced and explainable AI predictions for the optimization of your trading execution strategies across market places
Integration and continuous self-learning
Dakko's MIM AI development platform gives you access to build execution strategies across 100+ market places
Backed by some of the best players in the market
We bring together the best AI infrastructure with the best data provisioning to deliver an AI development workflow
High performance infrastructure
MIM uses low-latency, real-time, serverless data pipelines for instant market data and processes extensive historical data via Dakko’s data lakehouse with Databricks.
Full transparency
We clearly communicate assumptions and limitations at each stage, ensuring asset managers understand potential differences from actual conditions.
Accelerate AI Adoption for Better Trade Execution
Get in touch with us to test our beta release of the MIM.
