Why teams choose Coworker over Gumloop
Gumloop is an AI agent platform: teams build agents in chat with 400+ connectors, triggers, and a shared Company Brain. Coworker starts from organizational memory: OM2 maps your people, accounts, and decisions so agents reason about complex work, learn your team's patterns, and act proactively in the background.
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Meeting transcript
Extracted 4 action items from Acme call
Salesforce update
Stage → Discovery Complete, notes added
Follow-up draft
Recap email with POC timeline composed
Reasoning steps
What makes Coworker different
OM2 knowledge graph vs. Company Brain
Coworker
OM2 pre-synthesizes your organizational context continuously, people, accounts, decisions, and history. Agents don't just execute predefined steps; they reason about what needs to happen based on real organizational context.
Gumloop
Gumloop agents draw on a Company Brain: every connected tool feeds a centralized, always up-to-date knowledge base that agents and people can use. Context comes from the tools you connect and the skills you give each agent.
Side by side
See it on your own tools
Comparing Gumloop and Coworker?
Book a 20-minute demo, or get a free Context Impact Report: we run your team's questions through your current setup and through Coworker, then score every answer blind.
The ROI calculation was straightforward. We just needed to save two to two and a half hours per month per person to break even. We exceeded that in the first few weeks.
Marcin Safranow
VP IT Operations, Huuuge Games
Enterprise-grade security, from day one
SOC 2 Type II
Audited annually, report on request
Hosted locally
Your memory stays in your region. Open-source models run in the US.
Isolated per company
In our cloud or your VPC
Never trains on your data
No model provider, closed or open source
Your permissions, enforced
The access already set in Salesforce, Slack, Jira and Drive
Also included
FAQ
Frequently asked questions
Gumloop is an AI agent platform: teams build agents in chat with skills, triggers, 400+ connectors, and a Company Brain built from connected tools. Coworker starts from OM2, a pre-synthesized memory of your people, accounts, and decisions, so agents reason about multi-step work, learn your team's patterns, and act proactively in the background.
Yes. Gumloop now centers on agents: you build them in chat, give them skills and connectors, and set app triggers or recurring tasks. Its older Workflows are labeled legacy. Coworker agents start from OM2's organizational context and act proactively across 50+ tools.
Yes. Gumloop agents are built in chat, and Gumloop says the only prerequisite is understanding the task. Coworker also lets anyone deploy agents in natural language, with OM2 supplying the org context so your PMs, CS team, and ops folks start from what the company already knows.
Gumloop agents self-improve: each reviews its own runs and fixes what was slow or costly, and agents can edit their own skills. Coworker agents learn your tone, processes, and preferences automatically, they get better every week without anyone touching them. No manual tuning, no engineering tickets.
Not necessarily. Keep Gumloop for the agents your team already runs there. Deploy Coworker for the intelligent agent layer, proactive work, complex reasoning, continuous learning, and cross-functional execution. Different tools for different categories of work.
Yes. Coworker is SOC 2 Type II certified, GDPR compliant, and CASA Tier 2 verified. All data is encrypted, respects existing permission models, and is never used to train AI models. Enterprise customers get SSO, RBAC, and a dedicated security review.
See why teams switch from Gumloop
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