Thought Leadership
AI in eDiscovery
The legal industry faces the challenge of navigating large and complex data sets in high stakes matters such as litigation, investigations, competition/antitrust cases and more. The advent of generative AI (GenAI) tools has added both opportunity and complexity.
A&M’s eDiscovery solutions are powered by industry-leading discovery/disclosure platforms which are customized and enhanced by A&M’s AI experts to ensure defensibility and effectiveness. Our bespoke AI capabilities integrate seamlessly with traditional review processes, allowing for a faster, more targeted document review.
Disputes
- AI prompts: AI, through large language models (LLMs), can summarize early case documents to generate review prompts and then uses these prompts to predict relevancy within large document sets.
- First pass review: AI can quickly identify and assign document relevancy, significantly reducing the time and cost of first-level review while ensuring accuracy and consistency across the dataset.
- AI summarization: AI provides insights and suggestions on why documents are coded in a particular way, allowing for human quality control to ensure AI’s decisions are accurate, efficient and defensible.
- Defensible processes: Our AI tools employ sophisticated techniques, including “Chain-of-Thought” and citations, to facilitate results checking. A&M utilizes traditional machine learning techniques such as Continuous Active Learning (CAL) and Technology Assisted Review (TAR) to meet court standards and ensure review integrity.
Competition/Antitrust Matters
- Tailored for competition cases: LLMs and custom applications developed for competition cases assist in identifying key documents in a race for leniency.
- Custom applications: Bespoke AI applications identify anti-competitive sentiment and behaviors, guiding your response to modern competition challenges.
Data Breach and Privacy Compliance
- PII detection: AI tools can quickly and accurately detect personally identifiable information (PII), enhancing both speed and accuracy in breach investigations.
- Auto redaction tools: AI-driven redaction safeguards sensitive data, ensuring compliance with privacy laws and reducing human error.
Investigations
- Evidence discovery: AI-powered document reviews help uncover key evidence faster, supporting your case strategy.
- Case strategy assistance: AI develops timelines, identifies key individuals and generates insights into critical who-what-when facts to streamline interview questions and fact management.
