Use Cases

What can UGENT
do for you?

A personal and enterprise agent operating system: local-first, tool-rich, memory-aware, workflow-capable, and enterprise-governed.

Personal Enterprise
Personal

Your daily AI work companion

From morning brief to end-of-day summary, UGENT remembers your context, automates your routines, and keeps your knowledge organized.

Daily Command Center

Morning brief from calendar, notes, files, GitHub/Jira/email via MCP. Generate today's plan, schedule focus blocks, remind unfinished tasks.

memory cron MCP

Research Assistant

Research a topic, read PDFs and docs, compare sources, create summaries, generate report outlines, and save findings to long-term memory.

context engine file upload web search

Coding Copilot

Most Powerful

UGENT is built by engineers, for engineers. It reads your entire codebase with semantic search and a live knowledge graph, catches errors in real time with language server diagnostics, and delegates complex tasks to specialist agents that code, test, and review in parallel.

Understands

  • Full-project semantic search across every file
  • Live knowledge graph of dependencies and call sites
  • Real-time error detection with instant diagnostics
  • Smart file edits with fuzzy matching and atomic writes

Executes

  • Multi-agent teams: plan, code, test, review in parallel
  • Background builds and tests that survive timeouts
  • Claude Code and Codex orchestration from one interface
  • Crash recovery with automatic checkpoint replay
semantic search knowledge graph live diagnostics multi-agent background builds Claude Code crash recovery

Life Admin Agent

Organize receipts, bills, bookings, travel plans, and personal documents. Create checklists, compare options, draft emails, keep records.

file Q&A memory MCP

Recurring Reports

Weekly "what did I work on?", spending summary from CSV, project health summary, follow-up list from notes — all on autopilot.

cron memory artifacts

Knowledge Memory

Remember preferences, project facts, decisions, contacts, and recurring patterns. Retrieve them with lexical + semantic recall when you need them.

FTS5 LanceDB core tier

The strongest wedge

Upload files / connect database / connect Google Sheet → ask in natural language → UGENT generates analysis, charts, report, tasks, and follow-up actions.

Enterprise

Enterprise-grade agent platform

Governed, auditable, and scalable. Connect your knowledge bases, databases, and workflows — then let your team ask in natural language.

Enterprise Knowledge Agent

Connect to SharePoint, Confluence, Google Drive, RDS, Postgres. Answer with citations, compare policies, generate SOPs.

MCP citations RBAC

Natural-Language BI

Query RDS, Excel, Google Sheets. Generate charts, detect anomalies, create weekly and monthly business reports without SQL.

database charts cron

Support & Service Desk

Diagnose issues, retrieve similar tickets, suggest responses, escalate to humans, update ticket systems automatically.

multi-channel memory approval

Engineering Productivity

Ask questions about your codebase in plain English and get grounded answers with file citations. Delegate complex refactors to specialist agents that plan, implement, test, and review in parallel. Run builds and tests in the background while the agent keeps working. Every edit is crash-safe with automatic recovery.

semantic search multi-agent teams background builds crash recovery

Compliance & Audit

Review policies and contracts, check required fields, compare historical decisions, produce audit trails, require approval for risky actions.

cedar policy audit log approval

Department Workflows

Finance: invoice checks. HR: onboarding assistant. Sales: account brief. Legal: contract comparison. Procurement: vendor comparison.

cron tools plugins

Multi-Agent Operations

Manager agent delegates to research, coding, data, QA, reporting, and approval agents. Swarm and A2A agents collaborate across teams and vendors — all with governed identities and access controls.

swarm A2A delegation
Product Direction

Three paths, one foundation

Every path builds on the same Rust runtime, memory system, and tool framework. Start with one, expand to all.

Ugent Personal OS

A local-first personal agent with memory, files, calendar/email/MCP connectors, recurring reports, and safe tool execution.

  • Daily brief & task planner
  • Document & file Q&A
  • Weekly memory summary
  • Approval-before-action mode

Enterprise Knowledge Platform

A web app where companies connect documents, databases, sheets, tools, and workflows — then ask questions or trigger controlled actions.

  • SSO & RBAC
  • Natural-language BI & reports
  • Human approval workflow
  • Audit logs & activity tracking

Agent Runtime / SDK

Position UGENT as the Rust-based runtime layer for safe agent execution. Embed it in your own product or build on top.

  • Tool & MCP registry
  • Memory & context engine
  • Deterministic replay
  • Security policy controls

Ready to get started?

Install UGENT locally in under 2 minutes. Connect your channels, tools, and data — and start building your agent workflows today.

Install UGENT Build Plugins