Architecture
Complete Your Stack
mmune sits above your execution layer, absorbing changes so your underlying integrations don't break.
mmune
Continuity & Governance Layer
Your Integration System
MuleSoft · Boomi · Workato · Custom
The Detect-Heal-Trust Lifecycle
Agent-Based Architecture
Lightweight agents communicate via an event bus, enabling distributed monitoring and autonomous healing without touching your application code.
Under the Hood
Automated Discovery Logic
How mmune identifies and maps your infrastructure without manual configuration. Lightweight agents at ingress/egress; no code changes to your apps.
Start Discovery
Bootstrap sequence initiated. Agent deployed at integration ingress/egress point.
Port Scan
Probe common service ports: 5432 (PostgreSQL), 3306 (MySQL), 1521 (Oracle), 27017 (MongoDB), 5672 (RabbitMQ).
Banner Grab
Extract service signature, protocol version, auth capabilities, and TLS configuration.
LLM Analysis
Semantic inference: infer service type, schema patterns, ownership context, and business intent from raw signature.
Asset Inventory
Catalogued, versioned, and registered in the Universal Data Model. Watchdog agent activated on new endpoint.
Automatic System Discovery
Finds every database and service across your estate automatically. No manual inventory, no spreadsheets, no tribal knowledge.
- •14+ common ports
- •Service identification
- •Live-service confirmation
- •LLM-powered analysis
Connection Mapping
Reads your existing configuration to map how systems connect. Endpoints surfaced, credentials handled safely.
- •Connection string extraction
- •Credential identification
- •Environment variable parsing
Cloud & Service-Mesh Discovery
Istio, Linkerd, and service-registry discoverers exist in the codebase; wiring them into the live scan path is on the roadmap.
- •Istio (roadmap)
- •Linkerd (roadmap)
- •Service registry discovery (roadmap)
Directory Services
Active Directory, LDAP, and Kerberos discoverers exist in the codebase; wiring them into the live scan path is on the roadmap.
- •Active Directory (roadmap)
- •LDAP servers (roadmap)
- •Kerberos realms (roadmap)
Service Registry
Consul, etcd, and DNS SRV discoverers exist in the codebase; wiring them into the live scan path is on the roadmap.
- •Consul (roadmap)
- •etcd (roadmap)
- •DNS SRV records (roadmap)
Discovery Flow
Data Normalization
One Language Across All Your Systems
Salesforce calls it Contact_Mobile. Your ERP calls it Phone_Num. mmune's Universal Data Model normalizes across all three into a canonical golden record every system can trust.
Salesforce
HubSpot
Custom DB
UniversalCustomer
Single Source of Truth
All systems work with the same canonical data model, eliminating inconsistencies.
Vendor Independence
Switch vendors without rewriting business logic. The universal model stays the same.
Semantic Consistency
Business intent is preserved even when field names change across systems.
Legacy Systems
Modernize Without Burning It Down
Moving a legacy estate to cloud? Pre-deployment schema parity validation confirms the new system behaves like the old one for sources mmune already maps — before you flip the switch. Instant rollback if it doesn't.
Estate scan
Listening hosts surface as identified, needs_connector, or unidentified — nothing is silently dropped
DB2 z/OS
Detect path is real; Map waits on the optional ibm_db driver
SDK connectors
COBOL/JCL/VSAM parsers exist; wiring Map coverage is a small SDK addition
Modern Database Targets
Honest coverage
What is detectable vs. mappable is published in the integrations status matrix — no silent overclaim on mainframe Map.
Schema extraction where wired
For systems with a live introspector, mmune discovers and catalogs schemas without manual documentation.
Parity before cutover
Shadow-mode validation compares old and new for systems mmune already maps, before you flip the switch.
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.
Orchestration
Workflow Engine
mmune coordinates complex multi-step processes and manages long-running campaigns with full checkpoint support.
Complex Workflows
Coordinate multi-step processes across multiple agents, ensuring proper sequencing and error handling.
- •Multi-agent coordination
- •Conditional branching
- •Error recovery and retries
Long-Running Campaigns
Manage extended migration projects and modernization campaigns with progress tracking and checkpointing.
- •Progress tracking
- •Checkpoint and resume
- •Status reporting
Enterprise-Ready
Built for Scale and Compliance
Production-grade architecture designed for enterprise requirements, from multi-tenancy to comprehensive audit trails.
Multi-Tenancy
Complete organization isolation at the data layer with tenant-specific configurations and security boundaries.
Real-Time, No Polling Lag
Event-driven, not polling-based. Drift detection and self-healing fire as changes happen, not on a delayed scan cycle.
Built to Fail Safely
Adaptive rate limiting prevents API throttling, and circuit breakers stop one failure from cascading into a production outage.
Comprehensive Audit Logging
Every mapping change, drift event, and healing action logged for compliance (SOC 2, HIPAA, GDPR).
Additional Enterprise Capabilities
The mmune Advantage
Why Traditional Data Pipelines Aren't Enough
| Criteria | Legacy Approach | mmune |
|---|---|---|
| Drift Detection | Reactive (Post-failure) | Proactive (Real-time) |
| Schema Changes | Manual Mapping | Semantic Adaptation |
| Cost Focus | Integration Build | Operational Continuity |
Frequently asked
Common questions about mmune.
What is schema drift?
Schema drift is when the structure or meaning of data changes silently. A field rename. A value range shift. A new enum value. Pipes keep flowing. Reports look green. Downstream systems break.
How does mmune detect silent integration failures?
mmune builds a semantic map of every flow. A deterministic pattern floor, upgraded by LLM enrichment, ties each field, value, and rule to its business meaning. When meaning shifts, mmune sees it, even when structure looks the same.
Does mmune touch my application code?
No. mmune sits above your stack as a read-only overlay. No SDKs. No schema migrations. No code paths in your app. Read-only by architecture, not by configuration.
How long does deployment take?
30 minutes for a read-only setup, with no infrastructure changes and no code in your applications. mmune connects to your data flows and starts learning immediately.
What integrations does mmune support?
Databases and warehouses like Snowflake, PostgreSQL, MySQL, and MongoDB, event streams like Kafka and RabbitMQ, plus outbound connections to Slack, Jira, ServiceNow, and PagerDuty. See the Integrations page for the full, current list.
How does mmune approach security and compliance?
mmune is built with SOC 2-aligned controls from the start: role-based access, encryption in transit, an immutable audit trail, and a read-only overlay that never writes to your applications. Every action is logged and reversible.