Contracts and reports
Read and edit Word files, reuse DOTX templates, preserve tracked changes and validate the OOXML package before delivery.
Language
Русский
Culon Cowork
v0.1.0
Your AI works where your business works
A Windows desktop workspace that reads documents, uses tools and delivers ready PDF, DOCX, XLSX and PPTX files. Connect a local model, your company endpoint or a cloud API — the choice stays yours.
- Windows x64
- Russian & English UI
- Local models supported
406automated checks passed
4office formats plus PDF
3human approval modes
2interface languages
A different model of work
Not another tab with a chat box
Culon Cowork is built for tasks where an answer is not enough. It opens source documents, finds the relevant facts, runs tools, creates a result file and records what happened.
For teams using local infrastructure, it removes the forced dependency on a foreign desktop subscription. Use Ollama, LM Studio or your own OpenAI-compatible endpoint inside the company network.
Your configuration defines the perimeter.
A local model with web search disabled can keep work inside the local machine or company network. Cloud APIs and external MCP tools follow their own data policies.
Built-in capabilities
From source files to a deliverable
The agent combines the selected model with deterministic document tools, local file access and explicit human control.
PDF and offline OCR
Extract text, recognize scanned pages in Russian and English, fill forms, inspect layout and render print-ready PDFs.
Spreadsheets with logic
Read XLSX, XLS and CSV, build workbooks with formulas, totals, formatting and charts through the embedded document runtime.
Presentations
Create or update PPTX decks, reuse POTX templates and assemble slides from project materials.
Projects and memory
Keep a client or tender in one workspace with task history, CULON.md rules, durable memory and reusable project skills.
Scheduled work
Run a task once, every day or at an interval. Keep results and history attached to the scheduled task.
Research and downloads
Search the live web in built-in Chromium, read selected pages, cite sources and download files into the workspace.
Extensible by design
Connect local stdio or remote Streamable HTTP MCP servers and import the familiar mcpServers JSON format.
How a task runs
You set the result. Cowork handles the workflow
-
01
Select the workspace
Choose a folder or open a project. The agent receives an explicit file boundary.
-
02
Describe the deliverable
Ask in plain language: compare, calculate, format, check, convert or research.
-
03
Review actions
Cowork reads files, calls tools and pauses for approval according to the selected mode.
-
04
Open the result
Ready documents appear in the results panel with an action log and token usage.
A production-minded agent core
Long tasks stay manageable
Culon Cowork is built for multi-step document work, not just a single model response. It supervises the agent loop, workspace state and recovery path throughout the task.
Loop protection
Repeated tool calls, recurring errors and short action loops are detected. The model is prompted to change approach before the run is safely concluded.
Automatic recovery
The agent recovers from context overflow, a truncated tool call, output limits and overly long reasoning instead of abandoning the entire task.
Context compaction
When a conversation grows, Cowork retains the recent working tail plus the task state, decisions, errors and processed-file list needed to continue.
Reliable execution
Foreground and background jobs are isolated from double starts. Interrupted scheduled runs can be restored after the application restarts.
Human control
Autonomy without blind trust
Every tool call is classified. Reading, file writes, commands, web access and MCP actions have different rules, and operations outside the workspace are treated as higher risk.
Every step
Cowork asks before actions. Best for first runs and unfamiliar tools.
In folder
Inspection is automatic inside the workspace; result changes remain controlled.
Everywhere
For trusted autonomous and scheduled workflows, including enabled MCP tools.
File-aware checkpoints
Return to a completed step: overwritten result files are restored and files created by that step are removed. Up to ten recent job checkpoints are retained per workspace.
Choose the model perimeter
Local, corporate or cloud
The application is independent of one mandatory AI subscription.
On this PC
Ollama or LM Studio. No provider API key is required; the model and documents can remain local.
- Ollama
- LM Studio
- Offline document OCR
Inside your network
Connect any compatible /chat/completions service: vLLM, TGI, LiteLLM or your own gateway.
- OpenAI-compatible
- LAN endpoint
- Your access policy
Cloud API
Use OpenRouter or DeepSeek when their network and data policies fit the task.
- OpenRouter
- DeepSeek
- Encrypted API key storage
The real application
A desktop workspace, not a browser tab
The real installed configuration below uses DeepSeek and connected MCP extensions; the second screen shows unattended scheduling.
Practical scenarios
The work that usually takes hours
Review a contract
Compare versions, preserve tracked changes, list risks and prepare a review-ready DOCX.
Prepare a commercial proposal
Collect materials from a project folder and produce a branded, print-ready PDF.
Build a management report
Combine spreadsheets, calculate totals, add formulas and a chart, save the final XLSX.
Create a presentation
Turn project files into a structured deck and save an editable PPTX.
Recognize an archive of scans
Run offline OCR on Russian and English pages, assemble the text and mark low-confidence fragments.
Research current information
Search the web, read selected sources, download attachments and insert verified findings into a report.
Windows desktop release
Download Culon Cowork 0.1.0
Install the application, connect a model and run the first task on a test folder. The installer and the full interface support English and Russian.
- Platform
- Windows x64
- Version
- 0.1.0
- File
- Culon-Cowork-Setup-0.1.0.exe
- SHA-256
BB320F39BE863F5A127F8CD4BB6D63BED7709997C6308F1363662C122EB8DCB9
Predictable version control
Updates are installed when you choose. This keeps a proven office workflow stable during an active project and lets your team validate a new release before rollout.
FAQ
Before the first task
Does the installer include an AI model?
No. Connect Ollama, LM Studio, your company OpenAI-compatible endpoint, OpenRouter or DeepSeek. This keeps the installer compact and lets you choose the model and where it runs.
Can Culon Cowork work without a VPN?
Yes, when you use a local model or an endpoint available on your network. Cloud APIs and web search depend on the network access rules of the selected service.
Do documents stay on my computer?
With a local model and web search disabled, document processing can stay inside your computer or company network. Cloud providers and external MCP tools receive data required for the actions you explicitly enable.
Does it replace Microsoft Office?
Culon Cowork reads, creates and modifies standard Office files without automating a visible Office application. You can still open the final DOCX, XLSX and PPTX files in your usual editor.
How are updates installed?
You decide when to move to a new release. Download it from the official product page and install it at a convenient time — the working version does not change itself in the middle of a project.
Is the app limited to Russia?
No. The installer and the full interface support Russian and English, and there is no regional restriction in the application. Provider availability depends on the provider you choose.
Need Culon Cowork on your local AI platform?
AI Platforms can help select a model, deploy an OpenAI-compatible endpoint and adapt document workflows to your infrastructure.