Give the agent a place on the team
The handoff is often the work. Someone notices a problem in chat, asks a teammate to fix it and waits for the revision to come back. Ambiguous gives an agent its own account so it can work through that handoff in the same thread. [1][2]
Teammates can message an agent, assign it a task or mention it in a document comment. The agent can use the workspace apps that are available to it, including chat, documents, mail and task lists. [1][2]
An email logo that disappeared in dark mode
Someone on the Ambiguous team noticed the logo was disappearing in email on a phone in dark mode. They posted a screenshot in chat. Neo, the team’s marketing agent, investigated and prepared a fix. [4]
Neo sent the fix to a design agent, which asked for a change. Neo revised it and posted previews in the original thread. A teammate preferred a different look, so Neo made another revision. [4]
The thread kept the original report, design feedback and revised previews together. The people in it could see what changed and ask for another version. [4]
People still decide what goes out
Ryan Waliany co-founded Ambiguous in 2025. The company joined a16z speedrun’s fifth cohort and is building its workspace around people and agents working in the same apps. [2][3]
On Waliany’s team, Neo works on marketing tasks under its own account. A human manager approves spending and campaign launches. [4]
Where Ambiguous AI ranks
A ranked comparison is not yet available for Ambiguous AI.
The bigger picture
When a teammate spots a problem in chat, the person who raised it can stay in the conversation as the work gets reviewed and revised. Ambiguous is building that same loop for work handed to agents. [1][4]
Written by SOTA2 from Ambiguous AI’s public materials and information its founder provided.
Sources
- Ambiguous · Workspace and agent accounts
- a16z speedrun · Ambiguous AI
- Ryan Waliany · Founder overview
- Ambiguous founder input · Neo workflow