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The universal AI agent for work.
Which is more popular?
Based on our record, Teamwork seems to be more popular. It has been mentioned 7 times since March 2021.
Website, pricing, platforms and company facts side by side.
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|---|---|---|
| Website | adapt.com | teamwork.com |
| Pricing | ||
| Platforms | — | |
| Company | Startup from the United States · 10 - 19 employees · 2026 | Startup from Ireland |
| Listed in |
In their own words, as submitted to SaaSHub.
Adapt is the universal AI agent that runs on your company brain. Gets instant answers for complex questions, automate workflows on-demand, schedule tasks, and build internal apps with full context of your business. Set it up once and everyone can use it on Slack, web, or mobile.
No description of Teamwork yet.
What each product offers, as listed by its team.
Possible disadvantages
Possible disadvantages
An editorial look at what each product does well and who it suits.
No analysis of Adapt yet.
Overall verdict
Why this product is good
Recommended for
Teamwork is recommended for small to medium-sized businesses, project managers, and teams that require detailed project tracking and collaboration features. It is particularly useful for agencies, remote teams, and those looking to integrate with existing tools to enhance efficiency.
Walkthroughs and reviews on video.
Adapt explainer video
Teamwork Projects - Getting Started Guide
How often each product is chosen within a category, 0–100% relative to the other.
As answered by people managing Adapt and Teamwork.
Adapt's answer
Adapt publicly lists or features the following customers and customer examples:
Adapt's answer
Adapt is different because it is built as a shared AI agent for company work, not a private chatbot or single-purpose automation bot.
Teams can ask natural-language questions across connected business systems, get cited answers grounded in live company data, and then take action from the same workflow. Adapt works in Slack and the web app, can automate recurring workflows and scheduled tasks, and can build internal apps and dashboards from live company data.
The strongest difference is the shared-work model: a Slack thread can become an investigation, a report, a workflow, or an internal tool that the team can see, refine, and keep using together.
Adapt's answer
Choose Adapt when the work you want AI to handle crosses multiple tools, teams, and data sources.
Many AI assistants are either personal chatbots, search tools, or single-app automations. Adapt is designed for shared business workflows: it can gather context from connected systems, reason over the information, provide evidence-backed answers, and take action such as posting to Slack, creating reports, updating records, or triggering workflows.
Adapt is especially useful for teams that already work in Slack and need AI to operate with company context. It also includes business-grade controls such as organization-level access controls, audit logging, encryption in transit and at rest, and SOC 2 Type I certification.
Adapt's answer
Adapt is built for business teams at startups and scaling companies whose work spans multiple systems: data warehouses, CRMs, support tools, billing platforms, project management systems, Slack, and internal docs.
The primary audience includes leadership, operations, sales, marketing, product, engineering, customer support, and data teams. It is a strong fit for teams that need fast answers from company data, recurring reports, cross-system workflows, and internal tools without waiting on data, engineering, or operations teams for every request.
Adapt is especially useful for teams that already collaborate in Slack and want AI to work where decisions and follow-up already happen.
Adapt's answer
Adapt was built around a simple belief: the most valuable work in a company is shared, but most AI tools are still personal and disconnected from the systems where work actually happens.
The product grew from the need for one AI agent that can understand company context, investigate across business tools, and help teams act together. Adapt's public product framework is Ask, Understand, Act: ask in natural language, let Adapt gather context from connected tools, then use the answer to create reports, update systems, automate workflows, or build internal apps.
Adapt also uses its own product internally. In its blog post "How Adapt uses Adapt," the team describes using Adapt across engineering, marketing, sales, leadership, and product workflows, from debugging production issues to competitive intelligence, daily company briefings, and CRM updates.
Adapt's answer
Adapt's public documentation focuses on product architecture and capabilities rather than publishing a full internal engineering stack.
The core technologies and product components described publicly include:
In practical terms, Adapt is built to connect large language models with live company systems, permissions, workflow automation, and collaborative surfaces like Slack.
Share your experience with using Adapt and Teamwork. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.
Adapt is an open-source HTML5 authoring tool and is designed to let you author a multi-device responsive learning product through their Learning Pool Adapt Builder site. This is how it works. You enter a topic by...
Client management software: Teamwork.com is a special project management app that focuses on client work. Besides projects, you can also add clients. The client view is a centralized place where you can access all...
Teamwork is a project collaboration software ideal for small businesses looking to organize tasks for simple navigation. With Teamwork’s calendars, project milestones, and status update features, users can comfortably...
Teamwork is a simpler alternative to Asana which focuses on team collaboration. It’s meant for teams focused on a simple user interface and clean design versus those seeking complex project management software....
Recommendations tracked on public social media and blogs since March 2021.
Tracking Adapt since Mar 2021.
Teamwork.com — Project management & Team Chat. Free for five users and two projects. Premium plans are available. - Source: dev.to / over 2 years ago
AirBnb wrote an article about why they moved away from RN, udacity wrote a post saying that it was the same for them, Netflix said they tested it early on but couldn't preform so they went native, teamwork.com re-wrote everything in... Source: almost 4 years ago
I have spent (wasted...) way to many hours on finding a good solution for my team. The problem is I really love teamwork.com, it has the ability to sort "My tasks", and other views which are awesome. Most of our projects follow the same... Source: about 4 years ago
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