Lawyer profiles, contact information, direct contact through the platform, and legal articles with customizability and branding.

Consolidates threads and files across LFD itself, Slack, LINE, Email, Chatwork, Notion, WhatsApp, and Jira. Preserves full chronological timelines safely, even if users leave external messaging spaces.

Enables end-to-end encrypted file exchange, versioning, and secure management for sensitive legal documents, data schemas, and consent logs. AI-assisted semantic search as well.

Custom-branded portal for law firms and in-house legal departments. Automatically converts incoming chat threads into structured, trackable legal cases.

Automatically tracks time spent across channels, with built-in CRM tools for session management and pay-as-you-go billing models.

Encodes client facts, laws, case documents, and anything else relevant to a matter into a single structured ontology for air-tight reasoning.

Rapidly compiles complex statutory frameworks (such as APPI, GDPR, and tax codes) into machine-verifiable Prolog-like Domain-Specific Language (DSL) within days alongside domain experts.

Confines LLMs strictly to fact extraction while the symbolic engine executes rule evaluations deterministically, eliminating hallucinated legal conclusions.

Explains its behavior every step of the way, mapping every conclusion directly to exact documents, statutory clauses, paragraph numbers, or client statements.

Auto-drafts risk summaries and proposed attorney responses for human sign-off, reducing reading workload by up to 90% while enforcing strict liability boundaries.

AI agents perform routine tasks and orchestrate multi-step workflows, operating within unbreakable guardrails defined by the ontology.

Ingests operational documentation, BPMN workflows, and internal procedures to formalize the organization’s relationships, policies, and workflows into a queryable Univalent Business Description (UBD) graph.

A stable but adaptable ontology externalizes business state, breaking through the context size limits of individual agents (~1M–2M tokens) and giving every agent a shared single source of truth.

Automatically routes tasks, approvals, and context-rich action items to human or machine agents based on dynamic triggers and decision criteria. Agents coordinate through priority mailboxes without context contamination or drift.

Scalable progression from Legal Privacy Compliance (APPI/GDPR) to Tax & Medical Pre-Triage (PMDL) and ultimate Enterprise Organizational Formalization.

Depending on the task and whether it requires a human in the loop, a customizable UI for the task — per task — removing the need for a custom “portal” or manual processes such as marking a spreadsheet, sending an email, etc. UBD and the substrate handle the structure of your organization for you and kick off the next task, allowing you to focus on the human-oriented work that matters.