Trusted by:
- Stocktwits
- Bluesky
- Muzz
- Grindr
- Feeld
- Hornet
- Bumble
- Fanvue
- Rakuten Viber
- Pie
- $5B+ Social Platform
- $50B+ Gaming Platform
- $5B+ AI Platform
Musubi gives Trust & Safety teams everything they need to moderate content, stop fraud, and keep AI in line.
Trusted by:
Musubi is built by T&S experts and trusted by T&S experts. Don’t just take our word for it, see what our customers have to say about us.
Read case studiesCustomer Impact
Bluesky removes spam 60x faster with 99.8% accuracy. Feeld catches 83% of fraud in 1.4 seconds. Stocktwits cut moderation costs by over 90%.
Move faster with the models, agents, evals, and workflows you need to defend your platform.
Learn moreThe Musubi Way
No black boxes. No one-size-fits-all. No siloed tools. No waiting on engineering. We give you the tools you need, how you need them.
Catch issues early, and fix them. Observe. Iterate. Improve. Every step of the way.
This is your system, not ours. Build it with your expertise at the foundation.
Your policies, your call. As nuanced as you need them to be. Updated in real-time with no need to bother any engineers.
What works best for your content? To find out, you can test the latest frontier LLMs and fine-tuned safety models.
The full view of what a user's doing — across text, image, video, audio, and any combination. In 150 languages and counting.
From platform-wide trends to a single account, see what’s happening across surfaces and systems so you can stay ahead.
Know what's happening on your platform and why. Data analytics and clustering visualization, so you can run with the insights.
Matching...
Repeated Messages
Unverified ID
Multiple Accounts, Same Device
Suspicious IP
Risk Score
36
Spot fraudulent users and harmful content at the source. Not after a report lands in the queue.
From a coordinated network to a single piece of content, take action with classifiers, models, and agents to keep your platform safe.
Choose from top-tier LLMs to label and moderate any type of content (yep, multimodal, too) across 150 languages and counting.
Act on fake accounts, scam rings, and coordinated abuse. Collaborative machine learning that gets sharper every time your team makes a call.
“Everyone was trying to do AI the exact same way — hey, we can look at one piece of content and make an accurate policy assessment for you. Musubi was literally the only example that I had looked at in which you were doing a whole account assessment.”
Musubi fits into your workflow, however you need it to. We plug into the moderation console you already use — in-house or partner.
Starting from scratch? Musubi Coop, our fully managed console built on open source, has you covered.
Secure & Compliant
The infrastructure your security team won’t flag and your T&S team won’t hate.
SOC 2 Type II Certified
99.5–99.99% uptime SLAs
GDPR Compliant
Stats
Across the platforms we work with:
64%
More malicious accounts banned
89%
Fewer false positives and ban appeals
500x
Faster decisions and less exposure
We built the Musubi Agent to work directly with your policies, datasets, evaluation runs, and decision history. It can investigate a problem, test a possible solution, pull the examples behind the results, and propose a targeted change for you to review.
Blocking known child sexual abuse material shouldn't mean building your own infrastructure. Through our new IWF membership, Musubi handles the integration so platforms can put strong CSAM protections in place fast.
There are at least five distinct kinds of trust & safety vendor: automated content decisioning, moderation operations platforms, identity verification and age assurance, fraud analytics, and managed review services. What each one is, where it fits, and how to match it to the bottleneck you have.
