Octus

Every figure in a credit memo needs a source. The Octus MCP Connector™ brings analyst-vetted credit data and citations into Claude, ChatGPT and other LLMs. See what it covers: https://lnkd.in/eNzD5t6M

Why does AI sometimes miss what feels obvious to you? Sometimes, the problem isn’t the model. It’s what the model gets to see. Take an email. You don’t just read the words. You use the layout, tables, links and hierarchy to understand what matters and what belongs together. Strip that structure away, and an AI model may be working with less context than you are. That was the challenge our team set out to solve when building a model to read deal emails. Instead of only changing what we asked the model to do, we changed what the model could see. The result: better extraction, faster processing and less manual work. In our latest blog, Akshay Punwatkar breaks down what we learned along the way and why the way information reaches AI can matter just as much as the prompt. Read the full article: https://bit.ly/4yMe97K #AI #CreditTechnology

Which deal is actually the best comparable for the covenant package in front of you? Finding that answer can mean recalling potential precedents, pulling the relevant documents and working through them to determine which comparison is most useful. We built Covenant Similarity Search to make that process faster and more comprehensive. Within minutes of an OM landing, you can see a ranked set of comparable deals, along with a covenant-by-covenant view of where the new package differs. An 85 overall similarity score might sit alongside a 42 for restricted payments, immediately pointing you toward an area worth closer review. The rankings also incorporate the expertise of our covenant team, who identified the provisions that genuinely drive comparability. Every result can be traced back to the underlying language and weighting. Read how we built it: https://bit.ly/4wIHEpO By Charu Rawat

Europe's credit market meets in one room on 13 October. Places go fast. Register now: https://lnkd.in/ehTk-2xi 150+ senior peers across buy side, banking, legal and advisory, plus a candid take on AI, MCP and the modern workflow. Swipe for the agenda and speakers.

See how AI and MCP are already changing credit workflows. Register here: https://lnkd.in/e4iDcJ_D A candid session on AI, MCP and the modern workflow, plus expert panels on private credit, CLOs, primary markets and restructuring. The most senior minds in European credit, one day in London. 13 October, The Biltmore Mayfair.