Imandra Markets: Systems®

AI-powered Model-Based Engineering and calibration for complex financial systems

Testing coverage

Imandra Markets Benefit - Test coverage

Imandra’s Region Decomposition feature analyzes a system’s infinitely many possible inputs and state transitions, and compresses them into a suite of diverse test vectors with quantitative coverage metrics.

Time to market

Imandra Markets Benefit - Time to market

Rigorous testing and governance means you can deploy faster with more confidence, so you can focus on improving your client experience within rigorous regulatory constraints.

Financial performance

Imandra Markets Benefit - Financial performance

Modern trading systems are complex - calibrating their performance and client experience was traditionally manual, qualitative and ad hoc. Imandra Markets gives you quantitative and systematic actionable intelligence to ensure you're getting the most out of your system.

Imandra Markets: Systems has the full gamut of AI-based tools and services for designing, testing, calibrating and auditing complex financial systems.

Imandra Model Based Engeneering


AI for model-based engineering

Financial systems have become too complex for the traditional tools and methods used to design and test them. Luckily, recent breakthroughs in AI and mathematics pave the way for a much-needed overhaul.

Region Decomposition

Imandra’s Region Decomposition is a novel AI technique for exploring systems’ vast (virtually infinite) state spaces to automatically identify unique edge cases in their behaviors. For each such edge case, Imandra constructs test vectors that will push your system into those unique conditions and compare results against the formal model. Region Decomposition is inspired by the approaches used in avionics to test autopilot systems.

Illustration of Imandra toolset
Illustration of Imandra toolset

Formal Verification

Formal Verification (FV) was traditionally reserved to highly specialized teams of PhDs at places like NASA. Imandra’s unprecedented automation makes it possible to apply this to financial systems. In safety-critical industries over 70% of bugs occur at the design stage - we use FV to ensure your business logic is consistent with your requirements and that you fully understand the non-trivial knock-on effects of new feature requests (before they are released into production).

Illustration of Imandra toolset

System Auditor

True governance means understanding every single decision that a system makes. Imandra Markets aggregates all of the relevant data and checks every outcome against the formal model, visually displaying individual traces and the aggregate performance statistics. If even the smallest functional deviation occurs - you’re the first to know. No other tool will give you this level of insight into how your system operates.

Illustration of symbolic reasoning combined with machine learning.

System and Client Insight

There is a big difference between a bug-free system and one that operates at peak performance. Imandra Markets analyzes your clients interaction with your system by running many ‘what if’ scenarios to create actionable intelligence you can use to improve their experience. You and your sales force will be empowered with a systematic and quantitative process for calibrating the operation of your system.

Illustration of co-simulation.

Check out our Imandra Markets: Connectivity® page

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