About mmune
We've seen what broken integrations cost.
That's why we built mmune.
mmune was founded by veterans of enterprise data infrastructure and AI who watched firsthand as multi-million dollar systems silently failed. Not because the pipes broke. Because the data was quietly wrong. We built the immune system we wish we'd had.
The Team
Decades of deep AI expertise.
Proven GTM execution.
Our mission
Data integrations shouldn't be the bottleneck of your business. Every hour your team spends patching pipelines is an hour not spent building what comes next. mmune exists to make operational integrity invisible, so your developers never have to think about it again.
Why now
The tools to detect semantic drift at scale didn't exist five years ago. Vector embeddings, LLM-driven inference, and autonomous agents make it possible, for the first time, to understand intent in a data flow rather than just structure. mmune is built on this moment.
The Integration Tax
What silent integration failures cost.
The average enterprise runs over 900 integrations. Most have no semantic monitoring in place.
Source: MuleSoft Connectivity Benchmark ReportSilent failures, where data flows but values are wrong, are the hardest to detect. They accumulate for weeks before anyone notices.
Of a data engineering team's capacity goes to manual integration maintenance. That's time not building.
Source: MuleSoft Connectivity Benchmark ReportPrinciples
How we build.
Read-only by design
We never touch your application code. Not by configuration. By architecture.
Autonomous, not alerting
We fix, then notify. Not the other way around.
Audit-first
Every action logged, every decision reversible. Compliance is built in.
Enterprise-grade from day one
Not a startup tool patched for enterprise later. RBAC, SOC 2 readiness, hybrid cloud from the start.
Built by experts
Founded by veterans in enterprise data infrastructure and AI who saw firsthand how brittle integrations cost companies millions.
Traction
Live POC + enterprise pipeline.
A Fortune 500 healthcare provider runs mmune in production today. High-conviction pipeline building across banking, retail, and CPG.