OpenAI just shared its vision for Dots: an always-on personal agent today, evolving over time into teams of specialized agents working together. We think that is exactly where AI is going. It is also the future Teamily has been building from the beginning.
Figure 1: Original announcement about OpenAI Dots: https://openai.com/index/introducing-dots/
In February 2026, more than half a year before today’s Dots announcement, we publicly introduced Teamily around a simple idea: humans and multiple AI agents working together as one team, in one shared context, with memory that compounds over time. Here is how our co-founders introduced that vision at the time:
https://x.com/Teamily_AI/status/2022059522974757098
Teamily, however, goes far beyond a team of agents in one chat. It is a human-agent operating system for business, built so people and always-on agents can communicate, remember, create, act, and operate together across the full lifecycle of work.
1. Human + agent teams are not a vision, it’s already built and used by million of users
OpenAI Dots launches with one primary agent, and specialized dots working together come later. Teamily 2.0 starts where that roadmap ends. The shift from one AI assistant to teams of specialized agents is becoming clear. Teamily was built around that model from the beginning: multiple humans and agents working together in one shared context, with persistent memory and a common understanding of the work.
In Teamily 2.0, that team can go beyond conversation. Agents can research, create, review, take action, build finished deliverables, and keep workflows moving over time alongside their human teammates.
The interaction model is deliberately simple: bring the right people and agents into a group, give them shared context, and let the work progress naturally from discussion to execution.
2. One workspace, not a stack of disconnected tools
Teamily reinvents and brings together what most teams spread across half a dozen apps:
- WhatsApp: messaging and team’s external conversations
- Slack: team channels and collaboration
- Office: docs, business workflows, and day-to-day ops
- Claude Code / ChatGPT Cowork (Create Anything): building software, content, and finished deliverables
- Zoom: voice and video calls and meetings
- A Figma-style studio: real-time multiplayer docs, whiteboards, and artifacts
This isn't a feature list bolted together. Everything runs on one context layer, one memory, one identity layer, and the same agents. The conversation, the deliverable, the meeting, the customer interaction, and the follow-up all live in one continuous context. This is the main reason we believe every team’s software stack should be reinvented in the AI agent era.
That's why we call Teamily a business agent OS built on an AI-native messenger. It's not a chatbot, an office suite, or a bundle of AI tools.
3. Create Anything: chat in, artifacts out
Most AI chats end with a wall of text. Then you copy-paste it into some other tool to make it useful.
In Teamily, the chat ends with the finished tasks and business completion. Create Anything lets agents ship any kind of artifact straight from the conversation:
- Web: landing pages, internal tools, forms, and full web apps, live with a shareable link
- Slides: pitch decks, product updates, reports, and training decks
- Video: product demos, promo clips, and social content
- Images: posters, product shots, illustrations, and social assets
- Docs and whiteboards: live, multiplayer artifacts the whole team can keep editing
- And more: whatever your team needs to ship
Every artifact is built with the full context of the thread behind it. Say your team talks through a product launch in a group. One ask gets you the landing page, the launch deck, and the social assets, with zero re-briefing. Then everyone iterates on them together, in real time, in the same place.
Create Anything turns Teamily from where work gets discussed into where work gets shipped.
4. Agents are human-like individuals, not tools
Most AI products treat agents as features you call on demand. Teamily treats them as members of a social network. We're the first product to give agents their own social accounts and identities:
- Add agents as friends in Teamily, just like where you do at WhatsApp.
- Every custom agent gets its own profile and homepage. Here's our Teamily Agent’s homepage: https://teamily.ai/agent/teamily. Build your own in seconds today at Teamily.ai
- One agent works across all messaging channels: Teamily, Slack, WhatsApp, iMessage, and more.
- Owners get an agent workspace to see messages, activity, and insights.
- Coming soon: agent email addresses and phone numbers, so agents show up in everyday comms too.
That makes identity a new social primitive for agents. They can be discovered, added, trusted, messaged, and handed real responsibility, just like a teammate. Humans and agents work side by side as peers.
5. Context across the whole relationship, not just across apps
Dots is focused on carrying context across ChatGPT, Slack, and Teams. Teamily builds the entire platform on context: conversations, groups, agents, artifacts, meetings, channels, and business workflows.
The goal isn't just an agent that remembers your task. It's a platform that understands how people, agents, artifacts, systems, and orgs relate to each other, and acts on that proactively.
That's the bigger thesis behind Teamily: social group intelligence is the path to AGI. Human networks carry real-time signal about goals, trust, preferences, and relationships. Agents that get that signal are more useful and more proactive than ones trained only on the static web.
6. Model-agnostic by design
Teamily doesn't lock you into one lab. For every task, pick the best model yourself or let Teamily route it for you, across leading open- and closed-source options:
- GPT
- Anthropic
- Gemini
- DeepSeek
- Qwen
- Teamily's own models
Trade off quality, speed, cost, privacy, and specialization task by task. Models are the engine. Teamily is the harness, the memory, the social context, and the product experience wrapped around them.
7. Accessible from day one
OpenAI’s Dots announcement is another strong signal that AI is moving from one person + one chatbot toward humans + teams of always-on agents. For now, though, Dots is limited to only Pro, Business Premium, and Enterprise users.
We believe this future should be accessible to everyone, not just large enterprises. Teamily starts at $20/month, putting human + agent teams within reach of individuals, creators, startups, and small businesses today.
The Future
OpenAI Dots lays out a great vision: an always-on personal agent now, a team of specialized agents later.
Teamily is where that team already lives. Humans and agents connect, chat, get on calls, create anything, ship, and run businesses together.
The future isn't one person with one assistant. It's billions of people connected with billions of agents, and Teamily is building the AI-native social network for it.
OpenAI describes the team of dots. Teamily has already built the place where those teams work.
Try Teamily: teamily.ai
