Industrial Connectors
Read-only connectors covering every protocol the industrial world runs on. Plug DriftMind into your existing SCADA, PLC, or historian — no changes to control logic, no custom data interfaces, no data lake migration.
Native Integration
The most direct way in. Use DriftMind's own REST API, stream observations through Kafka, or integrate with the official Python client. The same code works against SaaS, Edge, and Enterprise deployments.
DriftMind REST API
Push 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 plant streams.
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.
Third-Party SCADA & Historian Protocols
Eight industrial protocols, plus REST for modern historians and PI Web API for AVEVA PI System. All read-only. All zero-impact on PLC control logic.
OPC-UA
The industry-standard SCADA interface. Subscribe to tag updates, browse the address space, and read historical data.
MQTT
Lightweight pub/sub for IoT and modern edge deployments. Includes Sparkplug B support for industrial topic conventions.
Modbus TCP/RTU
The lingua franca of legacy and modern PLCs. Supports both TCP and serial RTU variants, with configurable polling rates.
Profinet
Siemens real-time Ethernet, used heavily in process and discrete manufacturing across Europe.
Profibus
Field-level automation bus, still ubiquitous in installed bases. Read via gateway when not natively addressable.
MSMQ
Microsoft Message Queuing. Read events from Windows-based industrial control systems and middleware.
Ethernet/IP
Allen-Bradley and Rockwell Automation environments. Reads CIP-mapped data without disrupting controller scan cycles.
REST / PI Web API
For AVEVA PI System and any modern historian or platform that exposes an HTTP/JSON interface. Includes JDBC/CSV fallbacks.
Alerting & Fault Management
What happens when DriftMind detects an anomaly or matches an Echo pattern. Route events to the channels operators already watch — from your existing SCADA HMI to PagerDuty.
Webhooks
Generic HTTP POST to any URL when an anomaly fires or a pattern matches. Severity routing, retry with exponential backoff, and HMAC signing for downstream verification.
SMTP-based notifications with configurable templates per event type. Group by forecaster, severity, or pattern. Throttle and digest options for noisy sources.
Slack & Microsoft Teams
Channel-based notifications with severity routing. Custom templates per channel. Interactive ack / snooze actions for shift handover.
PagerDuty & Opsgenie
Incident routing for on-call rotations. DriftMind severity maps to incident urgency. Auto-resolve when the anomaly clears, no operator click required.
OPC-UA Alarms & Conditions
Publish DriftMind events back into your SCADA stack as standards-compliant OPC-UA A&C events. Operators see them in the HMI they already use, alongside conventional alarms.
CMMS & Work Orders
Create work orders in IBM Maximo, SAP PM, or ServiceNow when a maintenance-class event fires. Predictive maintenance becomes actionable workflow, not just a dashboard.
Compatible Platforms
Wherever your historian or HMI lives, DriftMind reads from it without changing how it operates.
Why It Matters
Read-Only by Design
DriftMind never writes to PLCs. Predictions are published as virtual SCADA tags or REST endpoints. Closed-loop automation is the customer's choice, executed by their supervisory layer.
Edge-Deployable
The same connectors run in a Docker container on a plant server, on a Kubernetes cluster, or natively on a Raspberry Pi. Same engine, every tier.
Deploys in Days
No data lake migration. No PLC firmware changes. No custom adapter projects. Connect to your historian, map your tags, start receiving forecasts and anomaly scores within a week.
Connect DriftMind to Your Plant
Whether you're running AVEVA PI, Siemens WinCC, or a brownfield mix of Modbus and Profibus — we've integrated against it before.