Capture investment signals from Annual Reports 10x faster.

04 June 2020
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No investment research is complete without reading annual reports.

Many investment firms are chasing a vicious cycle in automating data extraction from annual reports.

Problem #1 is complexity.

Annual reports come in 1000s of templates. These templates vary in structural aspects such as design, layout, and text formats, and they may contain highly complex inter-dependent tables.

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The technologies such as RPA or OCR fail miserably to extract the vital data confined in these long complex documents, requiring human-like comprehension.

Automation without contextual understanding generates inaccuracy and inefficiency. Even a minor error might lead to a business loss or wrong investment call.

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No matter how many rules are applied, they fail to augment humans in capturing data based on the context. Annual reports vary and for a rule-based process to work, they should either stay consistent in their format or change by a predetermined amount.

Botminds AI platform uses ML & NLP technologies to extract context and data from Annual Reports, just like a human would, but 10x faster.

Complex tables and inconsistent document layouts are no hurdle to Botminds.

Read documents. Understand tables. Extract value

  • Take the grunt work out of reading long documents. DocuMind specializes in understanding the semantic meaning of text in a human-like fashion so you can get accurate results no matter how complex the document.
  • DocuMind leverages visual cues like text size, color, styling and placement. This results in human-like understanding based on contextual information.
  • Understanding tables in PDF is tricky business. Most AI solutions fall short of truly 'reading' tables. But not DocuMind. It reads labels row-by-row, just like a human reader, and extracts each row as a table record. Even complex tables - like those split across multiple columns or containing sub-columns can be understood easily with DocuMind.

With a context-aware platform, set up an end-to-end automation pipeline of Annual Reports in a few hours and make investment decisions with highly reliable data.

Automate within days. Not months or years

  • DocuMind uses advanced transfer learning technology. This means it needs 100x - 1000x fewer training examples than standard deep learning technologies. Hello lightning fast automation!
  • Thanks to the seamlessly integrated architecture of DocuMind, training the AI to understand your business needs is iterative and easy. Get a starter model with just 100 examples. Simply give more examples for the data points that need higher accuracy to get the results you need.

See Botminds Platform In Action

Learn how Botminds Intelligent Document Process can drive ROI, reduce costs, and save time for your business.