The immune system fordata in motion.
Real-time integrity for the data that runs your business.
We catchRenamed fields.
Your data pipelines report green. Your data is silently wrong. mmune is the agentic immune system. It sees what your stack misses, and heals it before your team opens a ticket.
The Uptime Illusion — Illustrative Scenario
No errors.
Just broken outcomes.
A single payment-logic change. Your data pipeline reports success. Three weeks later, the call comes from compliance.
records corrupted
undetected
alerts fired
This is the failure mode silent pipeline breakage creates. The pipeline runs fine. The data does not. Figures are illustrative of a realistic production incident; not from a specific customer event.
Everything is running.
That doesn't mean it's right.
APIs transfer the data. Your data pipeline reports 100% uptime. Observability tools show no errors. Somewhere in the chain, a field was renamed, a schema shifted, a value range changed.
No alert. No ticket. The dashboard stays green. Your ERP quietly receives the wrong data.
mmune sees what your stack misses
Semantic drift detection
Semantic mapping catches field renames, value range changes, and logic drift before they corrupt data.
Autonomous healing
Agents remap and restore in real time. No ticket. No developer. No downtime.
Full lineage and audit trail
Every data point traces to its source. Every healing action is logged and reversible.
The Agentic Mesh
Three pillars. One immune system.
mmune doesn't replace your stack. It sits above it. Semantic, autonomous, auditable.
01: Understand
Semantic Map
AI understands business intent, not just field names. A deterministic pattern floor, upgraded by LLM enrichment, maps every field, value, and rule to its meaning, so a rename in Salesforce doesn't break your ERP.
02: Watch
Real-Time Validation
Drift caught continuously. Semantic watchdogs run 24/7 across every flow, flagging value-range shifts, duplicate intent, and silent corruption as it happens.
03: Heal
Self-Healing AI
Agents remap broken field mappings and reconnect dropped connections automatically. Every action logged in an immutable, RBAC-governed audit trail, reversible, alert-first by default.
How it works
mmune sees what your stack misses
An agentic mesh that sits above your infrastructure. Zero friction, no code changes to your apps.
Detect
Semantic drift detection maps your data flows and flags when field meanings change, not just field names. A pattern floor plus LLM enrichment understands intent. When Salesforce renames a field, mmune's continuous watchdog catches it.
Heal
Autonomous agents don't just alert and wait. They detect the break, propose the fix, and in autonomous mode they remap the connection before a human ever opens a ticket. You change the apps. mmune heals the connections.
Trust
Every healing action is logged in an immutable audit trail. RBAC-governed, with SOC 2-aligned controls. You stay in control, with full lineage from every KPI back to its source.
Why mmune
Legacy pipeline tools monetize maintenance.
mmune monetizes trust.
Their revenue grows when your pipelines break. Ours grows when your data is right.
Built for the integration layer no one else owns
From break-fix to always-on
Your data is probably wrong right now. Let's find out.
Zero Code Changes
mmune deploys as a read-only overlay above your existing infrastructure. Nothing to install in your apps, nothing to change in your databases. Discovery agents map your connections automatically.
Less Manual Data Firefighting
Your team builds on trusted data instead of chasing down why a report looks wrong. Semantic matching understands business intent, not just field names. When something drifts, mmune patches it before anyone opens a ticket.
Risk-Free Migration
Pre-deployment schema parity validation runs semantic equivalence checks before you flip the switch. Drift caught before cutover. Instant rollback if parity fails. Migrate with confidence.
Traction
Live POC + enterprise pipeline.
mmune runs today against full-scale enterprise environments with live integrations, autonomous onboarding, and real drift and outage detection proven end-to-end. Enterprise pilots are now open.