AI firm Imandra has launched FIX Wizard, an AI assistant for its FIX Connectivity suite.
The service creates a full logical model – a ‘digital twin’ – of an API for FIX connectivity. Using this gateway, statistical AI and Imandra’s neuro-symbolic architecture, FIX Wizard can then answer questions on the FIX specification and rules of engagement.
Customer-provided FIX traffic can be analysed, with underlying causes of issues are identified and recommendations made on how to address them. Multiple issues can be diagnosed at once, the company added, rather than just the first problem encountered.
Guidance is also provided on certification test cases, and conformance tests are run against the implementation.
Verifiable audit trails are provided in line with regulatory requirements.
With this approach, Imandra said, the product addresses the shortcomings of large language models in regulated markets such as hallucinations, lack of scalability to unseen inputs, and a lack of validation of knowledge sources.
Grant Passmore, co-CEO of Imandra, said: “Large language models (LLMs) hold tremendous promise, but ultimately cannot be trusted in regulated environments. By combining their strengths with scalable, rigorous automated reasoning, we obtain a kind of magic: conversational interfaces with correct reasoning and domain-specific skills.”
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