harness ai to Extract answers from overwhelming data

Designed to help legal, insurance, law enforcement, and investigative teams extract actionable intelligence from massive amounts of data - quickly, defensibly, and with clear visibility into how conclusions are reached.

The Problem

Modern investigations are overwhelmed by scale and complexity. Teams are forced to contend with:

Document review is an important aspect of our legal practice. With Weaver, we recently uploaded client files and immediately spotted important provisions that might otherwise have taken hours to identify. The confidentiality protections mean we can finally use AI as a strategic tool to support and strengthen our legal practice.

We've wanted to integrate AI into our legal practice for years, but confidentiality has been an area of concern. Weaver solved that. We can now upload actual client documents - no redactions, no dancing around case names - and get quick and meaningful analysis.

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Managing Member at H Street Law

The devsec approach

Weaver applies AI and data science across the full investigative workflow - without sacrificing explainability, auditability, or investigator control.

Ingest

Upload diverse datasets, from discovery productions to breach and financial data.
Apply high-fidelity text extraction from documents, images, audio, and video.

Enrich

Add additional detail to findings by pulling from paid or public data sources.

Combine keyword search with AI-driven, context-aware analysis.

Correlate

Identify and normalize entities across people, accounts, identifiers, and infrastructure.
Build contextual relationships across documents and datasets.

Explain

Return results with clear sourcing, traceability, and reproducibility.
Create structured reports for review and decision-making.

Every finding is tied directly to its original source, preserving defensibility at every step.

Built for
Investigative Teams

Weaver is designed for collaborative investigative work and easier case management.

Case-centric workflows with role-based access and permissions

Shared evidence sets, saved searches, annotations, and notes

Clear audit trails showing who uploaded, reviewed, and flagged material

Structured handoffs between analysts, counsel, and decision-makers

Security,
Privacy, and
Data Control

Weaver is designed for investigations where confidentiality is non-negotiable.

Weaver operates under a single-tenant, zero-retention model. Customer data is prevented from being used to train AI models, and investigative content is processed only within the context of the active case. Data remains confidential, isolated, and under customer control at all times.

Sensitive investigative material - including PII, PHI, privileged communications, and regulated data - is not retained, reused, or exposed beyond the scope of the investigation, ensuring privacy, compliance, and client trust by design.

Integrated Enrichments

Investigations require context - but enrichment must remain controlled, attributable, and defensible.

Weaver supports data enrichment using both freely available third-party data sources and customer-licensed intelligence providers. Teams can bring their own API keys to fully integrate trusted commercial or proprietary sources directly into the investigative workflow.

Enrichment can be applied selectively to domains, emails, IPs, identities, and infrastructure, with all results stored alongside source data and fully cited. Investigators retain control over which sources are used, when enrichment is applied, and how results are referenced — preserving provenance throughout the case lifecycle

Third-Party Data Providers

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