Telecom Connectors
TM Forum aligned northbound integration. Plug DriftMind into your existing PM, assurance, and FM stack without rewriting your OSS. Read live KPIs, publish predictive alarms and service-impacting events through standard interfaces.
Native Integration
The most direct way in. Use DriftMind's own REST API, stream KPIs through Kafka, or integrate with the official Python client. The same code works against SaaS, Edge, and Enterprise deployments.
DriftMind REST API
Push KPI observations, fetch predictions, and manage forecasters, patterns, and attachments directly. OpenAPI 3.0 documented; same endpoints power SaaS, Edge, and Enterprise.
Native Kafka Ingestion
Subscribe DriftMind directly to your Kafka topics. Configurable consumer groups, partition strategy, and offset handling. Backpressure-aware for high-throughput KPI streams from millions of cells.
Python Client
Official Python library wrapping the REST API. Capability-aware — automatically detects whether Echo is available on the target deployment. Same code works against SaaS, Edge, or on-device.
Inbound OSS Protocols
Read live KPIs and event streams from the platforms you already run — modern routers, legacy SNMP-based equipment, mediation Kafka topics, and OSS REST APIs.
SNMP
Read PM counters and trap streams from network elements that still speak SNMP — which, in practice, is most of them. v2c and v3 supported.
gNMI
Streaming telemetry for modern routers and switches. Subscribe to YANG-modelled paths and ingest at line rate.
NETCONF
YANG-modelled configuration and state retrieval. Read counters and operational state without depending on vendor-specific MIBs.
Kafka
Subscribe to PM, event, and telemetry topics published by mediation layers. Consumer-group aware, with backpressure-friendly batching.
REST / OpenAPI
For modern OSS platforms with documented APIs. Includes JDBC and CSV fallbacks for legacy systems where REST isn't available.
MQTT
Useful for IoT-flavoured KPI sources, smart-grid edge, and modern probe deployments that bypass legacy mediation.
Alerting & Fault Management
What happens when DriftMind detects an anomaly or matches an Echo pattern. Publish to your FM stack via TM Forum standards, or route to the channels NOC and SOC operators already watch.
TMF642 Alarms
Publish DriftMind anomalies as standards-compliant alarms into your FM stack. Severity, perceived severity, ack and clear lifecycle states follow the spec.
TMF656 Service Problems
Publish service-impacting events for end-to-end correlation. Lifecycle states, related entities, and originating alarms map cleanly to the customer's catalogue.
Webhooks
Generic HTTP POST to any URL. Severity routing, retry with exponential backoff, HMAC signing for downstream verification. Useful for custom mediation layers and bespoke integrations.
Slack & Microsoft Teams
Channel-based notifications with severity routing. Custom templates per channel. Interactive ack / snooze actions. Useful for engineering bridges and incident war rooms.
PagerDuty & Opsgenie
Incident routing for on-call rotations. DriftMind severity maps to incident urgency. Auto-resolve when the anomaly clears, no operator click required.
ServiceNow ITSM
Create incidents in ServiceNow when DriftMind events need ticketed workflow. Auto-populate impacted service, location, and originating telemetry from the CMDB.
Compatible OSS Platforms
DriftMind sits alongside the assurance and FM platforms you already run. Outputs flow back via TMF642 / TMF656 — no custom adapter project required.
PM & Service Assurance
Fault Management & Event Correlation
Why It Matters
Standards-Aligned
TMF642 and TMF656 are the industry standards for alarm and service problem exchange. Speaking them fluently means DriftMind drops into existing FM stacks with minimal integration risk.
Bidirectional
Read PM and event streams from your existing assurance stack. Write predictive alarms and service problems back through standard northbound interfaces. Operators stay in their FM tool — they just see better alarms.
Deploys in Under 2 Weeks
No data lake migration. No PM platform rip-and-replace. Connect via REST or Kafka, map your KPIs, start receiving anomaly forecasts and pattern matches inside one sprint.
Connect DriftMind to Your Network
Whether you're running ProOptima, InfoVista, TEOCO, or a custom mediation layer — we've integrated against it before.