Teamday in a Nutshell
Company
Vision
We enable teams to succeed with AI that works for them.
Mission
To build autonomous AI agents that deliver real work and business value.
Values
- Responsibility - we own 100% responsibility for our success or failure.
- Optimism - we focus our attention of positive outcomes and solutions.
- Transparency - no black boxes, AI workers need to be fully transparent about their work.
- Security & Privacy - AI works with sensitive data that needs to be protected.
Product
Problem -> Solution
There's never enough workforce for all the work in organizations -> In future 99% of all work will be done by AI.
Our approach
Frontier models usefulness depends on tools available to them and goals they are set to achieve.
- Without any tools AI GPT model can only chat...
- The tools give AI eyes and hands - as enabler of AI to do a valuable work.
- AI agents need a proper environment to work in a reliable way.
We partner up with top organizations to collaboratively build the best environment for AI work.
A nature of work
- Ad-hoc work - chat with AI to get answers. Quality of question drives results.
- Long term work - set goals and let AI work on them. Quality of goal and resources available drive results.
AI Agents
Models
We use the most powerful frontier models available. Every new model release is a step change for agent capabilities. Currently the best models are:
- Claude Sonnet, Opus - Anthropic models are great conversation partners and fantastic at calling tools properly.
- Google Gemini - Google Gemini models are great at reasoning and have a great ability to understand and execute complex tasks.
- OpenAI GPT-5 - OpenAI models compete neck to neck with Gemini and Claude
- Mistral - European Mistral
Hardcoded tools
Basic platform tools that are selectively available to all AI agents.
- Web Search - search the web for information.
- Email - send emails to human supervisor.
- Generate images - generate images based on the prompt.
- File tools - find, create, read, update and delete files.
MCP Servers
MCP is standard for communication between AI and external tools. Provides a way to connect any external API to AI, including databases, SaaS products, productivity tools, calendar and more. Specialized AI Agents need access tools required for their work via MCP servers.
Virtual Machine
AI benefits from having a virtual machine to create files, including code, running the code, performing calculations, etc.
Memory
Teamday leverage filesystem as memory for AI agents. Agents have computer with workspace folder that can be used to store files, notes, tasks and more.
Scheduler
- One time
- Daily, weekly, monthly, quaterly
- Multiple shifts a day (morning, afternoon, evening, night)
- Event triggered (e.g. email, webhook, etc.)