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What is Ilo?
Ilo functions as a Windows application that integrates live conversations with streaming responses and real-time tracking of context usage. It supports inspection of files, web research from public sources, and handling of various document types while keeping all data stored locally under the user's profile. Users maintain complete oversight through features like a blackboard for plans and errors, threaded project histories, and manual approval for memory proposals or sensitive actions. Automatic reflections can be toggled off, and context checkpoints help sustain long-running tasks without losing prior details. Designed for privacy-conscious professionals and technical users, the application pairs with local model servers to avoid external dependencies except during optional web queries. It focuses on continual improvement in tasks such as document revision and multi-source analysis.
Key features
Local-first AI desktop workbench for persistent agent workflows
Persistent projects, threaded chats, and full run history
Real-time context-window tracking and manual/automatic thread compaction
Reviewable memory with proposals, skills, reflections, and user controls
Local web research, file inspection, document handling, and workspace tools
Blackboard for plans, tool calls, results, and errors
Runs with local OpenAI-compatible model servers on Windows
What you can use Ilo for
Persistent Agent Workflows
Give Ilo a goal, connect a workspace, and let it research, plan, inspect files, create content, revise its work, and continue improving across follow-up turns with retained thread and context.
Local Research and Workspace Tools
Search the live web, read public sources, inspect files, create documents or code, and handle uploaded PDFs, DOCX, images, and source files using local full-text and semantic search.
Controlled Memory and Context Management
Review proposed memories, skills, and reflections, then approve, reject, pin, archive, or delete them while using the context wheel and thread compaction to keep long workflows coherent.
How to use Ilo
- 1Download and run the Windows installer for Ilo
- 2Connect Ilo to a local OpenAI-compatible model server
- 3Create a new project and link a workspace folder
- 4Enter a goal and monitor activity on the Blackboard
- 5Review memory proposals and adjust context settings as needed
Ilo pricing
Pricing model: Paid. Plan details are indicative — check the site for current prices.
Ilo
Customone-time
- Windows desktop application
- Persistent projects, threads, runs, and settings
- Complete Command Center, Memory Studio, Blackboard, Guide, and workspace tooling
Editor's verdict
Pros
- +Complete visibility and control over AI actions and memory
- +Designed for continual multi-turn agent workflows beyond chat
Cons
- –Windows-only desktop application
- –Requires separate local model server setup
Our take: Ilo is a solid productivity choice. It's valued for complete visibility and control over ai actions and memory and designed for continual multi-turn agent workflows beyond chat. The main trade-off is windows-only desktop application. Best when you need reliable, professional output.
Frequently asked questions
No, Ilo is a local-first Windows desktop application that stores runtime data under your local profile and supports fully local conversations via compatible model servers.
Summary
Ilo is a solid productivity choice. It's valued for complete visibility and control over ai actions and memory and designed for continual multi-turn agent workflows beyond chat. The main trade-off is windows-only desktop application. Best when you need reliable, professional output.
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