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An agentic AI office for a 50-person company: what it looks like in practice

A practical walkthrough of how a 50-person team can run a full AI office on their own machines using adris.tech.

adris.tech is a free Windows desktop app that puts a complete AI office on each machine. It runs locally. It uses the AI keys you already have. There are no plans and no checkout. For a 50-person company in India this means every employee gets the same toolkit without a procurement cycle.

The app ships with eight modules. Krew provides 57 specialist AI agents. Automation lets you build visual workflows. Coder is a code editor. Models gives you about 51 local open models. Vault blocks ads trackers and malware at the DNS level. Guard reviews contracts checks phishing links and gives vulnerability briefings. Mesh pools RAM across machines. Brain builds a shared local knowledge graph.

In a 50-person setup you install the app on each Windows machine. Each person adds their own AI credentials. One person might use a free NVIDIA key. Another uses their Groq key. A developer connects their Claude Code subscription. The finance lead uses their Gemini key. The legal team uses their Anthropic key. Someone runs a local model from the Models module. The app does not force a single provider.

Krew agents cover roles like research drafting coding analysis and compliance. You open the agent panel pick the specialist you need and start a conversation. The agent works with the context you give it. It can read files from your machine. It can write to your folders. It can call the tools you have enabled.

Automation lets you wire agents together. You drag nodes on a canvas. You connect an intake agent to a research agent to a drafting agent to a review agent. You set triggers like a new file in a folder or a message in a channel. The workflow runs on the machine that owns it. You can export the workflow and share it with colleagues.

Coder sits beside the agents. You write code. You ask an agent to explain a function. You ask it to write a test. You ask it to refactor a module. The editor knows your project files. The agent sees the same context.

Models lets you download and run open models locally. You choose a model from the list. It downloads once. Then it runs without internet. This is useful for sensitive data that cannot leave the premises. It also works when the internet is slow or down.

Vault runs in the background. It uses DNS filtering to block known ad tracker and malware domains. It protects every browser and every app on the machine. You see a simple dashboard of blocked requests. You can allowlist domains your business needs.

Guard opens when you drop a contract PDF or paste a link. It highlights risky clauses. It flags missing indemnities. It checks for unusual jurisdiction terms. It also scans links for phishing indicators. It gives you a vulnerability briefing for software versions you run.

Mesh detects other adris machines on the local network. It lets you pool unused RAM. If one machine has 32 GB and another has 8 GB the heavier workloads can spill over. This happens automatically once you enable it. No cloud account required.

Brain indexes the files you choose. It builds a local knowledge graph. You ask questions like "What did we decide on the vendor terms last quarter" and it pulls the relevant passages. The index stays on your machine. You decide which folders to include.

For a 50-person team the default modules cover a wide surface. The agents handle routine drafting and research. The workflows automate repeatable processes. The code editor speeds up development. The local models keep sensitive work offline. The security modules reduce risk. The resource pooling makes hardware go further. The knowledge graph reduces time spent searching.

When the default modules do not fit a specific process a custom build can extend the office. A custom build designs agents workflows and integrations around your exact work. It is scoped and agreed in writing per engagement. The result is a version of adris that matches your operations.

You can download the free app at https://www.adris.tech/download. Guides are at https://www.adris.tech/docs. For a custom build request visit https://www.adris.tech/contact?type=custom_build.

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Built on your own machine, not someone else’s cloud.

adris is eight AI products in one desktop app. Free to install, and your data never leaves your computer.