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Dezifi
Build AI agents your security team will approve
Most AI agents never reach production — they can't be audited, sandboxed, or governed. Dezifi gives you a visual builder, 140+ integrations, runtime guardrails, container-per-session sandboxing, and a tamper-evident audit trail. Built for teams that need to ship and stay compliant.
Hey Product Hunt 👋
I'm Yubraj, founder of Dezifi.
We started building this after watching the same thing happen at company
after company: an AI agent demo gets built in a week, then spends six
months in security review before it ever sees a real user. Or it
never does. The 89% pilot-to-production failure rate everyone's
quoting isn't a model problem — it's a "we don't know what this
agent actually did" problem.
Dezifi is the platform we wished existed for that bottleneck.
→ Visual builder for single agents and multi-agent workflows
(sequential, map-reduce, manager-worker patterns)
→ 140+ tool integrations via MCP — GitHub, Slack, Jira, ServiceNow,
Splunk, Salesforce, the works
→ Container-per-session sandboxing so an agent can't reach anything
it wasn't supposed to
→ Runtime guardrails and policy gates at every step of execution
→ Tamper-evident audit trail of every decision, tool call, and LLM
interaction — exportable for compliance reviews
Our first paying customer is a SEBI-regulated investment firm in India
running this in production for customer support. They needed something
that worked, that they could prove worked, and that wouldn't fail their
next audit. That's been our bar from day one.
We're early. The SDK has rough edges, our integration count is good
but not yet best-in-class, and there's a lot we want to ship next
(better eval tooling, deeper observability, more frameworks).
I'd genuinely love feedback — especially the painful kind. What's
broken about agent platforms you've tried? What do you wish someone
would just fix?
Demo: dezifi.ai
Happy to answer anything in the comments.
— Yubraj
About Dezifi on Product Hunt
“Build AI agents your security team will approve”
Dezifi was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #160 on the daily leaderboard. Most AI agents never reach production — they can't be audited, sandboxed, or governed. Dezifi gives you a visual builder, 140+ integrations, runtime guardrails, container-per-session sandboxing, and a tamper-evident audit trail. Built for teams that need to ship and stay compliant.
On the analytics side, Dezifi competes within SaaS, Developer Tools and Artificial Intelligence — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how Dezifi performed against the three products that launched closest to it on the same day.
Who hunted Dezifi?
Dezifi was hunted by dezifi. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Dezifi including community comment highlights and product details, visit the product overview.
dezifi