01
Define the rules
Translate the idea into an explicit specification: market, data, entry and exit conditions, position behavior and capital assumptions.
FOR DEVELOPERS & RESEARCH TEAMS
From an idea to an algorithm.
From testing to a product.
You do not need to arrive with a finished algorithm. We help developers and clients translate a trading idea into explicit rules, implement it, test its behavior, refine the design and integrate it into a complete product.
CMA TECHNOLOGIESRESEARCH / RISK / ENGINEERING
ALGORITHM DEVELOPMENT AS A SERVICE
Bring the idea.
Develop the whole process.
We work from the client’s concept as well as from existing code. The service connects strategy specification, algorithm development, testing and product engineering within an agreed project scope.
Explore the complete product service02
Implement the algorithm
Write the strategy logic and connect the required parameters, state transitions and interfaces. Existing code can also be reviewed and extended.
03
Test the behavior
Use historical data and defined scenarios to examine the strategy, transaction costs, risk behavior and implementation assumptions.
04
Refine the design
Use the findings to clarify rules, address implementation issues and develop the algorithm further. Improvements are judged by evidence and their limitations.
05
Engineer the product
Integrate the selected capital, risk, execution and interface modules around the strategy so the components operate as one product.
06
Prepare the handover
Deliver the agreed algorithm implementation, test findings, configuration and documentation within the project’s delivery and licensing scope.
A REVIEWABLE DEVELOPMENT OUTPUT
Code, evidence
and a path to application.
An explicit strategy specification
The decisions, assumptions, inputs and intended behavior are described clearly.
An implemented algorithm
Strategy code, configuration and required integration interfaces are developed for the agreed scope.
Test findings in context
Results are accompanied by the data period, assumptions, costs and material limitations used to interpret them.
A productisation plan or integrated product
The agreed scope determines which surrounding modules, interfaces and delivery components are included.
Testing helps us understand a strategy’s behavior and limitations. It does not turn a promising idea into a guaranteed result.
Discuss your algorithm ideaSTART A CONVERSATION
Good systems begin
with the right questions.
Talk to us about algorithmic systems, capital and risk modules, investor visibility or a tailored software product.