Platform

One platform for memory, people and AI teams

NEGIN.SI connects to the tools you already use, learns how your organisation works, and runs AI teams on top of it with the controls a company needs.

Organisational memory

Conversations become knowledge anyone can use

Messages from your Teams channels are stored word for word in a searchable vector memory, with who said it, where and when. Answers are grounded in what was really said, with the source attached.

Verbatim, one message at a time. Nothing is paraphrased on the way in.
Searchable by meaning. Ask a question in plain words, find the conversation.
Always attributed. Every fact points back to its message.

Searches like a colleague who was there

"What did we decide about the supplier contract renewal?" returns the thread, the people and the date, not a guess.

Org graph

A living map of who does what

The graph starts from your Microsoft directory (titles, departments, managers) and learns from real interactions: who replies to whom, who is mentioned, who owns which topic.

Trust order you control. Manual edits beat the directory, which beats AI inference, which needs evidence.
Roles from evidence. Responsibility and communication style are inferred only with cited messages.
Used everywhere. Briefings, assistants and access rules all read the same graph.

What you get

Built-in tools for every part of the job

Personal briefings

A briefing written for one person and their role over a period, with the key points and the actions that follow, shown in a simple phone-style feed.

Workbench

Design your own AI teams visually: pick agents, models and tools, set how they hand over, test them, and save every version.

Team dashboards

Each team declares the figures it cares about. The platform shows trends, changes and attention flags on its card.

Dry run

Rehearse a team on real data. Reading is real. Creating, sending and saving are only described, so you see the plan first.

Chat and voice

Interactive teams can be spoken to or typed to, right from the dashboard. Speech becomes text in your own browser.

Admin console

Every team and every person’s instance, with its status, runs and token use, and a stop or restart for each.

Integrations

Works with the systems your people already use

Microsoft 365

Teams chats and channels, Outlook mail and calendar, SharePoint and OneDrive files, through each person’s own delegated sign-in.

Business systems

Connect your ERP and other systems as MCP servers. Their tools are reviewed, classified and approved before any team can use them.

Any MCP tool server

Bring your own tools. Everything passes through one gateway that decides, per call, who may do what.

Deployment

Runs in your environment

NEGIN.SI is designed to run on your own infrastructure, so your conversations and memory stay with you.

Kubernetes with Helm. Frontend, gateway, execution engine, data service, vector database and MCP gateway.
Persistent storage for both databases. The execution database and the vector memory each keep their data on their own volume.
Your secrets provider. Keys and tokens are read from your secret manager; nothing secret lives in the chart.
Single sign-on. Sign in with your OIDC identity provider; roles decide who sees what.

Your data, your model account

AI model calls use your organisation's own provider account. Speech recognition can run in the user's own browser.