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Perspectives on due diligence, document review and working with organizational information.

CRUNCH ·

From Documents to Findings That Matter

Documents provide material. Useful findings take direction and context. Bringing technology and human expertise together helps shape discovery around the question that needs an answer.

Discovery starts with a question. A potential transaction, a business relationship or a legal matter gives the work its purpose: what needs to be understood, and why does it matter? Establishing that focus helps a team define the relevant body of material and the issues it needs to examine.

Technology supports work across that material: organizing documents, searching records, extracting information and connecting related events. Those tasks can create a clearer basis for further inquiry. Their purpose comes from the engagement — which information is relevant, how records connect, and where contradictions or gaps need attention. Finding material creates the opportunity to examine its significance.

Human expertise brings findings back to the original question. Professionals consider context, question assumptions and explain the significance of what emerges. A useful finding should distinguish what the source supports, what is analysis and what remains uncertain, while keeping a path to the underlying record. At CRUNCH, technology and human expertise form complementary layers of a data discovery service shaped around the work at hand.

Have material that needs review? Discuss the project with CRUNCH.

Insight · AI in due diligence

AI in due diligence: what it does and where experts decide

A due diligence review is mostly reading. AI in due diligence changes how much can be read and how fast a first map appears. It does not change who is accountable for the conclusion.

Coverage · September 2026

  • CIDAH Research

    · Technical Study No. 1

    Read the study
  • Calcalist

    · Launch · AI-native law firm

    Source
  • Globes

    · Launch · AI-native law firm

    Source
  • Walla Finance

    · Launch · AI-native law firm

    Source
  • TheMarker

    · Launch · independence

    Source
  • ICE

    · Launch · AI-first firm

    Source
  • Yedioth Ahronoth (print)

    · Print · AI law-firm model

    Ne'eman Keynan & Co.
  • Globes (alert)

    · Alert

    Ne'eman Keynan & Co.
  • Calcalist (alert)

    · Alert

    Ne'eman Keynan & Co.
  • Tech&Law (Facebook)

    · Social

    Ne'eman Keynan & Co.
  • Sagiv Shalom (Facebook)

    · Social

    Ne'eman Keynan & Co.
  • LinkedIn · Moti Azulay

    · Op-ed

    Source