Integration scope
Connected to your environment.
Email, forms, documents and case management connections are agreed with application owners. Access and write permissions are scoped to the implementation.
Intelligent legal operations
Turn unstructured submissions into structured intake workflows.
Neural Nest combines document intelligence, classification, extraction, validation and connected workflow steps to help case management teams review incoming materials and advance intake with greater consistency.
A closer look
Inside the solution.
Built around your work.
01Turn incoming case information into a reviewable workflow
Case initiation can arrive through email attachments, forms and heterogeneous documents. Manual rekeying introduces delay and inconsistency.
- Ingest permitted correspondence and documents from agreed enterprise channels.
- Classify document types; extract parties, representatives, dates, claims and other configured fields.
- Run schema, completeness, duplication and business-rule checks before any system update.
02Human validation and system integration
The goal is not simply extracting text; it is preparing defensible data for case-management operations.
- Present uncertain or conflicting fields to authorized case operations staff with source references.
- Route exceptions and missing information to configured queues.
- Create or update records only through approved APIs and permissioned workflows.
03Operational measures
Success criteria should be measured against an agreed pilot baseline.
- Track document coverage, field-level accuracy, human correction effort and exception reasons.
- Measure intake turnaround and proportion of cases requiring rework without assuming a universal improvement percentage.
- Keep source documents, reviewer actions and downstream write operations auditable.
Who it supports
Designed around the people doing the work.
Case intake leadership, legal operations, IT and application owners, and transformation teams.
- Ingest authorized emails, forms and attached documents.
- Classify submission types and detect required elements.
- Extract key entities and case details for reviewer validation.
- Apply rules, confidence thresholds and exception routing.
- Prepare structured records for approved case management workflows.
- Maintain human review, access controls and operational traceability.
Workflow
From authorized inputs to reviewed actions.
- 01
Receive authorized submissions
- 02
Classify and extract information
- 03
Validate and route exceptions
- 04
Review and advance structured records
Trust & human oversight
Clear boundaries. Accountable use.
Reviewers validate extracted information and handle exceptions before consequential actions. Access rights, retention and operational traceability are defined for each engagement.
Evidence & maturity
Enterprise implementation
An anonymized enterprise legal/ADR intake implementation illustrates the workflow. Customer identities, architecture details and measured outcomes are withheld until publication permission is confirmed.