Use cases

Built For Real Work

Private AI earns its keep where documents are confidential and the work is real. These are the rooms it was built for.

Built For Real Work

Private AI earns its keep where documents are confidential and the work is real. Find your desk below.

Law Firms

  • Search matter documents privately
  • Summarize discovery, contracts, and correspondence
  • Draft routine internal notes and first-pass memos
  • Compare clauses and extract key dates
  • Keep client context inside systems you control

CPA Firms

  • Summarize client financial packages
  • Search tax notes, checklists, and prior-year files
  • Draft client explanations and follow-up requests
  • Compare documents and identify missing items
  • Build a private internal knowledge base

Title and Real Estate Teams

  • Summarize disclosures, inspection reports, HOA packets, and contracts
  • Search deal files quickly
  • Draft client-friendly explanations
  • Create closing checklists
  • Keep transaction context organized locally

Insurance Offices

  • Search policy language and claim notes
  • Summarize claim files
  • Draft routine client communications
  • Compare coverage language
  • Keep sensitive files inside the office system

Healthcare-Adjacent Offices

  • Draft administrative materials
  • Search policies and procedures
  • Summarize non-clinical documentation
  • Help staff find internal information
  • Keep sensitive office context local

Consultants and Professional Services

  • Organize client notes and deliverables
  • Summarize research and reports
  • Draft proposals and follow-ups
  • Search across prior work
  • Protect client work product

Home Power Users and Families

  • Private household assistant
  • Personal document Q&A
  • Writing, planning, school, finance, and research help
  • No per-seat subscription mindset
  • Local-first setup for privacy-conscious homes

Creators

  • Draft scripts, outlines, campaigns, and product descriptions
  • Search notes and unreleased ideas
  • Summarize research
  • Build a private creative archive
  • Keep drafts out of public cloud workflows

Law firms

Summarize and search matter documents, draft routine correspondence, and build a knowledge base from your forms, all without privileged material leaving the office. AI output is always a draft for a lawyer to review.

CPA firms

Work with client tax and financial information on a machine bound by your walls instead of a vendor policy. Summaries, drafting, and document Q&A through busy season without a per-seat meter.

Real estate teams

Inspections, disclosures, HOA packets, and listing copy, condensed and drafted in-house, with transaction details kept private.

Consultants and advisors

Client work product stays between you and your clients. A private system handles research notes, drafts, and deliverable summaries.

Home power users and families

One safe, capable AI the whole household can use: writing, planning, personal documents, and questions, with zero subscriptions and zero telemetry.

Your AI. Your Files.
Your Rules.

Bring private AI into the place where your work already happens.