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Tasks Automated
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Agents Deployed
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Churn Prevention Agent
Watches every account for churn signals and runs the save play before renewal is at risk.
Claude 5.5 Opus
+5
JJoseph
Who is at risk of churning before the end of the quarter, and what should we do about each one?
Churn Prevention Agent
Pulling the 38 accounts renewing in the next 90 days
Comparing 90-day usage against each account baseline
Scanning open tickets for frustration signals
Listening for hesitation in the last QBR calls
3 accounts are at real risk, $165K ARR in total, all renewing within 60 days. The other 35 look healthy.
Northwind ($50K): Usage fell 62% after their admin left in August and nobody rebuilt her dashboards. Play: a 30-minute rebuild session this week. Note drafted from you.
Globex ($84K): Your champion moved roles and the replacement has never logged in. Play: an exec intro from Max plus an onboarding call. Task logged in HubSpot.
Initech ($31K): 4 open tickets about export speed, 2 with frustrated language. Play: an engineering update and a 10% loyalty credit. Needs your approval before I send.
Worked for 4 minutes · 38 accounts reviewed · 1 approval pending
Churn Prevention Agent
Watches every account for churn signals and runs the save play before renewal is at risk.
Claude 5.5 Opus
+5
JJoseph
Who is at risk of churning before the end of the quarter, and what should we do about each one?
Churn Prevention Agent
Pulling the 38 accounts renewing in the next 90 days
Comparing 90-day usage against each account baseline
Scanning open tickets for frustration signals
Listening for hesitation in the last QBR calls
3 accounts are at real risk, $165K ARR in total, all renewing within 60 days. The other 35 look healthy.
Northwind ($50K): Usage fell 62% after their admin left in August and nobody rebuilt her dashboards. Play: a 30-minute rebuild session this week. Note drafted from you.
Globex ($84K): Your champion moved roles and the replacement has never logged in. Play: an exec intro from Max plus an onboarding call. Task logged in HubSpot.
Initech ($31K): 4 open tickets about export speed, 2 with frustrated language. Play: an engineering update and a 10% loyalty credit. Needs your approval before I send.
Worked for 4 minutes · 38 accounts reviewed · 1 approval pending
Understanding a task is the only prerequisite to automating it. Let your team who already understand the problem build the necessary agents. No learning curve involved.
Agents sign in with your saved logins, browse from trusted connections, hand off to you when a site needs it, and record every session.
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Anything you can do on the web
Agents open a real browser and click, type, upload, and pull data from any site your team already uses, with or without an API.
Trusted connections with CAPTCHA handling
Agents browse from trusted connections in the region you choose and clear CAPTCHAs on their own.
Verifying your agent’s identity
A password vault built for agents
Save a login once or connect 1Password, and agents sign in without ever seeing the credential.
Human in the loop with secure handoffs
When a site needs you, agents hand you the live browser to sign in or approve, then pick up where you left off.
Gumball
Can you log in to LinkedIn for me?
Session recordings with audit logs
Every session is recorded step by step, with passwords masked and every login, takeover, and handoff in your audit log.
Recording.
Filled supplier form2:07
Downloaded annual return1:43
Opened filings tab1:19
Clicked on company0:55
Typed into search input0:31
Visited vendor-onboarding0:07
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Max3:12 PM
@Databot Compare this month's sales to the same month last year
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Gabriela4:42 PM
@Databot Who are the top 3 most active users at Mostco?
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Marcelo8:50 PM
@Databot Where are we losing people in the onboarding flow?
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Databot, compare this month’s sales…
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top 3 most active users at Mostco?
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where are we losing people…
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data-analysis
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Max3:12 PM
@Databot Compare this month's sales to the same month last year
💬2🔥1
Gabriela4:42 PM
@Databot Who are the top 3 most active users at Mostco?
💬1👀1
Marcelo8:50 PM
@Databot Where are we losing people in the onboarding flow?
💬1🎯1
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Gumloop<agent@gumloop.com>2:38 PM
to me
Done! Drafts for Tess and Maya are in your inbox, personalized to each.
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Threads
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📊GTM
🎯Marketing
🎧Support
👥Recruiting
#data-analysis
MessagesAdd canvasFiles
Max3:12 PM
@Databot Compare this month's sales to the same month last year
💬2🔥1
Gabriela4:42 PM
@Databot Who are the top 3 most active users at Mostco?
💬1👀1
Marcelo8:50 PM
@Databot Where are we losing people in the onboarding flow?
💬1🎯1
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Chat
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Ask your agent anything
Chats
Max
Databot, compare this month’s sales…
Gabriela
top 3 most active users at Mostco?
Marcelo
where are we losing people…
Teams and channels
📊GTM
🎯Marketing
🎧Support
👥Recruiting
📊
data-analysis
GTM · General
Meet
Max3:12 PM
@Databot Compare this month's sales to the same month last year
💬2🔥1
Gabriela4:42 PM
@Databot Who are the top 3 most active users at Mostco?
💬1👀1
Marcelo8:50 PM
@Databot Where are we losing people in the onboarding flow?
💬1🎯1
Type a message
Microsoft TeamsBring agents into your chats and channels
Gmail
Search mail
Inbox24
Starred
Snoozed
Sent
Drafts3
Sourcing video producers (SF, B2B)
Inbox
Gumloop<agent@gumloop.com>2:38 PM
to me
Done! Drafts for Tess and Maya are in your inbox, personalized to each.
GmailLet agents draft and triage right in your inbox
Pulled Q3 pipeline numbers
2m · Alexandra Randall
Asked for a churn breakdown
14m · Rahul Behal
Ran the weekly usage report
1h · Gonzalo Soto
Drafted the QBR summary
3h · Marcelo Chaman Mallqui
Flagged an anomaly in signups
5h · Wasay Ahmed
Summarized the support queue
1d · Aron Schwartz
Pulled Q3 pipeline numbers
2m · Alexandra Randall
Asked for a churn breakdown
14m · Rahul Behal
Ran the weekly usage report
1h · Gonzalo Soto
Drafted the QBR summary
3h · Marcelo Chaman Mallqui
Flagged an anomaly in signups
5h · Wasay Ahmed
Summarized the support queue
1d · Aron Schwartz
Data Analyst Agent
Connectors
Skills
Instructions
Max is setting up the agent.
Built by one, used by all One teammate builds an agent and the whole org puts it to work, each in their own chats.
Full control over the agent.
Edit anything, including every trigger
Decide who has access
Transfer or delete the agent
Decide who can do what Let some people edit, some view, and some just use the agent, for one person, a team, or the whole company.
ExecuteExecute
ReflectReflect
LearnLearn
Smarter with every run Each agent reviews its own runs, spots what slowed down or cost too much, and fixes it for next time.
Meeting ended · Acme renewal call with Priya Shah
Deal Desk
Logged the call and lined up next steps:
Priya wants annual billing and a 3-seat bump before renewal
SSO add-on pricing question routed to Rahul
Follow-up email drafted, sending Thursday 9am
Done in 38s · 3 connectors
Always working, even while you’re away A meeting ends, a lead fills out a form, an issue gets filed. Agents pick it up the moment it happens, before anyone asks.
Held to your standard Every run is scored against the rules you set. When an agent quotes pricing it shouldn’t or guesses instead of escalating, you hear about it first.
Knowledge that compounds Every tool you connect becomes part of a centralized, always up-to-date brain agents and humans can use.
Insights
Your agents. Your spend. One control plane.
See where credits go, what agents are asked to do, and which skills get used, across every team.
“Gumloop has been critical in helping all teams at Instacart — including those without technical skills — adopt AI and automate their workflows, which has greatly improved our operational efficiency.”
“The partnership review agent cuts prep time from 30–45 minutes per customer to under five minutes, and it results in a 31% higher win rate and 44% larger deals.”
Mobile View and Smarter Proxies for the Agent Browser
Agents can now use the mobile version of a site, and browse from another country when a site needs it.
Oct 13, 2026
Gemini 4 Argon and Muse Wonder
Both frontier models are available for agents today, Argon for long coding and research work and Wonder for long-running agent tasks and computer use.
Oct 13, 2026
Improved Subagent Use
An agent can now send follow-up work to a subagent it already used instead of starting a new one, or hand work off and keep going without waiting.
Oct 13, 2026
Long Tasks No Longer Pause to Compact
Compaction now runs in the background, so an agent keeps answering while a long task is summarized instead of making you wait.
Oct 13, 2026
Send Your Agent a Voice Message
Text or Slack a voice memo to an agent and the transcript shows under your message in the chat.
Oct 13, 2026
Invite Teammates From Slack
Pick teammates from your Slack workspace, ranked by who you talk to most, and the invite lands in their Slack DMs.
Oct 13, 2026
Chat Widgets
Agents can now show a small interactive visual right inside their reply, like a chart, a table, or a quick mock to iterate on before building the full artifact.
Oct 9, 2026
58 New Salesforce Tools
Agents can now build out your Salesforce org, not just read it. Create objects and fields, run Apex, deploy metadata, assign permission sets, work approvals, and write records in bulk.
Oct 9, 2026
Ask Gumball to Build an Agent
Tell Gumball what you want an agent to do and it builds or updates the agent, with its instructions, connectors, skills, knowledge, and triggers.
Oct 7, 2026
Claude Haiku 5.5
Anthropic's fastest Claude is now available for agents, with a 1M context and about a twentieth of Sonnet 5.5's price on prompts under 100k tokens.
Oct 7, 2026
Gumloop's Agent Browser
Agents can now open a real browser and click, type, sign in, fill forms, and download files on any site, with or without a connector.
Oct 6, 2026
Share an Agent Trigger With Its Users
Share a trigger you built and each person on the agent can turn on their own copy, running through their own account.
Oct 6, 2026
16 New Connectors
Agents now work with Amplitude, Bright Data, Buffer, Coda, Contentful, GoHighLevel, Higgsfield, Instantly, Navan, Neon, Responsive, Statsig, Tally, Vitally, Yotpo, and ZoomInfo.
Oct 1, 2026
Improved Agent Chat Performance
Agent chats are smoother and much lighter on your laptop or phone.
Oct 1, 2026
Text Your Gumball (Beta)
Text Gumball over iMessage, RCS, or SMS to kick off a task from anywhere.
Sep 29, 2026
Password-Protected Artifacts
You can now set a password on an artifact to securely share it.
Sep 24, 2026
Faster, Cheaper Agent Tasks
Agent tasks start sooner and long ones cost fewer credits.
Sep 24, 2026
Talk to Your Agents
Start a call with any agent or Gumball and just talk. Ask it to prep you for your next meeting, kick off a task while your hands are busy, or think through a problem out loud. Turn it on for your own agents in their settings.
Sep 23, 2026
Revamped Agent Builder
The agent page is reorganized so instructions, connectors, skills, triggers, and access are easier to find and edit in place. A new agent starts from one question, what should it take care of, then connects the right apps, writes its own instructions, and offers a trigger. Reflections, Evaluations, and Insights live together on a Performance page with spend by model, member, connector, skill, and subagent.
Sep 18, 2026
Agent Owners and Users
Agents now have two roles. Owners configure the agent and decide what Users can see and do, such as viewing team tasks, reading the instructions and connectors, or creating triggers. Users get a focused chat page and can request Owner access.
Sep 18, 2026
Browser Notifications for Agent Chats
Switch tabs during a long run and your browser tells you when the agent finishes or needs you for an approval, a question, or a connection. The tab icon shows whether the agent is working, blocked, or has something you have not seen. Turn it on from Settings.
Sep 17, 2026
Model Router in the API, SDK, and CLI
Ask the Model Router which model to use for a prompt from your own code. Send the prompt and the models you have, and get back the pick and why.
Sep 17, 2026
Organization Webhooks
Organization admins can register webhook endpoints under Settings, Data Export, Webhooks and get a signed request whenever someone joins the organization. Send a test event, watch the delivery log, and pause or resume an endpoint from the same tab.
Sep 17, 2026
Introducing Gumloop's Model Router
A new Auto mode for all Gumloop agents. It picks the right model for the task, so you don't have to.
Sep 14, 2026
GPT-Image 2.5
OpenAI's newest image model is now the default for agent image generation. Agents can use your uploads or earlier images as references, and they pick the size, quality, and format that fit each request.
Sep 14, 2026
Build your team of agents
Create AI agents that understand your business, work across your tools, and take work from idea to outcome.