Connect Sentiqra to the systems you already run.
Add deterministic classification to your security, data, observability, privacy, and AI infrastructure using tested reference implementations and documented architecture patterns.
Each guide shows where Sentiqra fits, how data moves, what gets retained, and how to connect the systems safely.
Working examples · Architecture diagrams · Security guidance
Know what each integration status means.
A Sentiqra-owned integration surface that is live in production now.
The documented implementation has been tested by Sentiqra using the named product's supported interfaces.
A documented implementation pattern you can adapt to your environment.
Shown only where the third-party vendor has formally validated the integration.
Third-party products remain subject to their own configuration, support, security, and retention policies.
SIEM & SOAR
Route Sentiqra classifications into the security platforms your teams already use for search, alerting, correlation, investigation, and response.
Splunk
SIEM & SOAR
Send structured Sentiqra results to Splunk through your ingestion pipeline for dashboards, alerts, and SOC workflows.
Microsoft Sentinel
SIEM & SOAR
Ingest Sentiqra classifications into Microsoft Sentinel and apply your own analytics and correlation rules downstream.
Elastic Security
SIEM & SOAR
Index structured Sentiqra results in Elastic for search, dashboards, alerting, and analyst workflows.
Cortex XSOAR
SIEM & SOAR
Use Sentiqra classifications as inputs to your XSOAR playbooks and response logic. You define the enforcement policy. Sentiqra supplies the classification evidence.
Privacy & Data Protection
Add local data-processing controls before text reaches the Sentiqra API.
Secrets & Authentication
Keep Sentiqra credentials inside the secrets-management systems your infrastructure already uses.
HashiCorp Vault
Secrets & Authentication
Store Sentiqra API credentials in Vault and inject them into applications at runtime.
AWS Secrets Manager
Secrets & Authentication
Manage Sentiqra API credentials through your existing AWS secrets workflow.
Azure Key Vault
Secrets & Authentication
Store and retrieve Sentiqra API credentials through Azure Key Vault.
Observability
Monitor Sentiqra calls without turning your observability system into a copy of the submitted content.
Streaming & Data Infrastructure
Add Sentiqra classification to high-throughput processing and event pipelines.
Apache Kafka
Streaming & Data Infrastructure
Consume text from your existing Kafka pipeline, call Sentiqra for classification, and publish structured results to a downstream topic. Your Kafka retention and replay configuration remains under your control.
Redis
Streaming & Data Infrastructure
Cache repeated deterministic classifications when your workload contains identical requests. For reproducible behavior, cache keys should include the input and all versioned parameters that can affect the classification.
AI & Agent Infrastructure
Use deterministic classification as one tool inside a broader AI safety or agent workflow.
MCP Server
AI & Agent Infrastructure
Expose Sentiqra analyzers as native MCP tools - per-analyzer detect_* tools, detect_all for cross-domain sweeps, and taxonomy discovery, metered like API calls.
v1.6.0 · shipped ~March 2026
Guardrails AI
AI & Agent Infrastructure
Add Sentiqra as a structured classification step before or alongside generative-model guardrails. Use the LLM for reasoning and Sentiqra where you need a fixed classification taxonomy and versioned output.
No integrations match your search.
Understand where your data goes.
Sentiqra processes submitted text for inference and does not require raw content to be retained by Sentiqra after the request.
Your integrated systems may retain:
- • source content
- • events
- • traces
- • cached results
- • SIEM records
- • audit metadata
according to your configuration and the third-party platform's retention settings. Each integration guide identifies the relevant data boundaries so you can design the workflow deliberately.
Explore Sentiqra privacy architectureOn the integrations roadmap
Planned reference pages and packaging - not yet shipped.
Tell us which one unblocks you - it changes what ships first. Contact us.
Need another integration?
Sentiqra uses standard HTTP APIs and structured JSON, so most platforms that can send or receive HTTP requests can be connected without a proprietary connector. If your stack is not listed, we can help map the reference architecture for your environment.
Talk to Solutions Engineering →