About LEIM
LEIM (Local Email Intelligence Manager) is a privacy‑first email client with a triple‑tier local LLM system. All processing runs on your device—no email content is sent to cloud services.
Tier 1 · Instant Indexing
Lightweight, local indexing of subjects, bodies, threads and attachments metadata for instant search and auto‑label suggestions.
Tier 2 · Summaries & Extraction
Concise summaries and key information extraction (names, entities, dates, commitments, decisions) to speed up triage and follow‑ups.
Tier 3 · Power‑User Chat
Optional connection to local models via MCP (Ollama / LM Studio) for deep, conversational queries across your mailbox. No external endpoints.
Core capabilities include PII redaction and tracking, rule‑based categorisation with automated responses, conversational inbox search, key information extraction, and a keep/delete decision ledger—all local with a privacy shield that blocks external calls.
Key Features
Instant Email Indexing
Sub‑second local search by person, topic, project, or label. Indexes subjects, bodies, threads and attachment metadata.
Summaries & Key Insights
One‑glance summaries with extracted entities, dates, tasks and decisions to cut review time dramatically.
Rule‑Based Automation
Create rules for categorisation, priority routing, and auto‑responses. Maintain a keep/delete ledger for accountability.
PII Redaction & Tracking
Detects and redacts sensitive data locally, with an audit trail for what changed and why.
Chat with Your Inbox
Ask natural questions like “What contracts arrived this month?” and get grounded answers citing the relevant messages.
Local‑Only Architecture
No cloud processing. Only local LLMs are used; external endpoints are blocked by design.
Power‑User via MCP
Optionally connect Ollama or LM Studio through MCP for high‑capacity analysis—still entirely on your machine.
Key Information Extraction
Surface names, orgs, dates, contracts, and topics to power analytics and smart filters.
Preview
Swipe or use the buttons to browse current LEIM screens. All processing happens locally—no cloud calls.
