Advanced Analytics and ECA
Knowledge | Innovation | Results
Dauntless Discovery has the experience and know-how to analyze and reduce the volume of data requiring manual review through ECA. Our project managers use established protocols to defensibly eliminate non-relevant documents and prioritize potentially relevant documents for prioritized review. We help clients to accurately assess risk, predict costs, and prepare for meet-and-confer conferences.
Our ECA technology helps you:
- Examine custodial data sets and gain valuable, in-depth information
- Analyze file formats and metadata
- Validate suggested keyword terms
- Utilize technology analytics tools and reports
Our advanced analytics include:
Artificial Intelligence: Continuous active learning (CAL) to predictive coding/technology assisted review (TAR), workflows can be used to help prioritize review, QC review, or reduce data sets to significantly reduce cost, decrease error rates, and increase review efficiency.
Categorization: Human interaction is used to categorize documents into like type clusters based on seed documents.
Clustering: Machine automation will identify conceptually similar documents, to allow for a bird’s eye view at data sets. You can quickly see organized information based on what the document is about, allowing reviewer and researchers to gain access to relevant information.
Conceptual Searching: Allowing for searching beyond traditional keyword searching, finding documents conceptually similar using natural language. Concept searching can be a phrase, entire sentence or even an entire document to search data populations for conceptually similar documents.
Email Threading: Identify and group emails by threads allowing the reviewer to only review the final email.
Near Duplicate: Groups like documents together based on textual content so you can identify differences easier to make more consistent decisions.
Learn how Dauntless can be of assistance to you. Click below to reach out, we would love to hear from you.