Finding the Information That Matters—When Stakes Are High

What Problem TIGER Helps Solve

Environmental investigations, litigation, and due diligence efforts often involve massive volumes of unstructured information—historical reports, correspondence, technical memoranda, regulations, and records spanning decades. While modern AI tools can accelerate document processing, complex environmental projects demand more than generic language analysis.

The Intelligence Gathering and E-Discovery Routine (TIGER) was developed to help project teams and counsel identify, prioritize, and interpret the information that is truly relevant, while preserving the technical, regulatory, and historical context that drives sound environmental decisions.

How TIGER Creates Value for Clients

TIGER combines environmental domain intelligence, rule based logic, and AI assisted techniques to streamline review of large, unstructured datasets. Rather than treating all documents as equal, TIGER is designed to surface records that matter most based on project specific questions, timeframes, chemicals, operations, and regulatory considerations.

Clients use TIGER to:

• Rapidly focus review on documents relevant to environmental releases, operations, and liability
• Reduce time and cost associated with broad, manual document review
• Improve coordination between technical experts and legal teams
• Build a clearer factual foundation early in investigations, negotiations, or litigation

By structuring and prioritizing information up front, TIGER allows experts to spend time analyzing and interpreting facts—rather than finding them.

TIGER and AI: Designed to Work Together

Artificial intelligence has meaningfully improved the speed of document summarization, classification, and semantic search. TIGER is built to leverage those strengths while addressing their limitations in environmental and regulatory contexts.

AI contributes speed and scale, such as:

• Language understanding and summarization
• Pattern recognition across large document sets
• Accelerated first pass sorting

TIGER adds domain specific intelligence, including:

• Environmental and regulatory logic not embedded in general AI models
• Preservation of context across facilities, processes, time periods, and releases
• Transparent, explainable workflows suitable for regulatory and legal scrutiny
• Repeatable, auditable outputs that support defensibility

In practice, TIGER is often used alongside AI tools—with TIGER defining relevance and scope, and AI accelerating review within that focused universe. This combined approach delivers efficiency without sacrificing context, judgment, or credibility.

Driving Better Decisions

On high stakes environmental projects, missing or misinterpreting a small subset of documents can materially affect outcomes. TIGER helps reduce that risk by ensuring that the right information rises to the top, supported by AI where appropriate, and guided by environmental expertise throughout the process.

The result is a review process that is faster than traditional methods, more focused than generic AI alone, and better aligned with the realities of environmental decision making.