Smart Sensors

Not connectors. Intelligence sensors.

Skuiddy Smart Sensors do more than extract data. Each sensor connects to a source system, discovers entities, normalizes structure, maps relationships, detects change, enforces policy, and generates domain-specific insights — all flowing into the Organizational Twin.

Sensor Architecture

What every sensor actually does.

A Smart Sensor is not a data pipeline. It is a domain-aware discovery engine with six distinct functions.

01

Connect

Authenticated, least-privilege connections to source system APIs, webhooks, or event streams. Sensors support OAuth, service account, API key, and OIDC authentication patterns.

02

Discover

Systematic enumeration of entities — resources, users, services, models, contracts, and metadata — across the entire source system scope.

03

Normalize

Every entity is mapped to the Skuiddy canonical entity schema, regardless of source. An 'Application' discovered via GitHub, ServiceNow, or Datadog resolves to the same entity type.

04

Detect Change

Continuous comparison against the last-known state. Sensors surface what was created, modified, deleted, or transferred — with timestamps, actors, and context.

05

Apply Policy

Ownership attribution, data classification tagging, compliance obligation mapping, and policy violation flagging — applied at discovery time, not as a post-processing step.

06

Generate Insights

Domain-specific analysis: orphaned resources, access anomalies, cost attribution, unused licenses, AI model exposure, and other signals derived from what was discovered.

Sensor Catalog

111 sensors. More shipping soon.

Every sensor in the catalog feeds the same Organizational Twin, contributing entities and relationships to the shared graph.

Identity & Access

Okta

Available
IdentitySecurity

Microsoft Entra ID

Available
IdentitySecurity

Google Workspace

Available
IdentityBusiness

Infrastructure

Amazon Web Services

Available
InfrastructureDataAI

Microsoft Azure

Available
InfrastructureIdentityAI

Google Cloud Platform

Available
InfrastructureDataAI

Kubernetes

Available
InfrastructureOperations

Terraform Cloud

Available
InfrastructureOperations

Applications

GitHub

Available
ApplicationsOperations

GitLab

Available
ApplicationsOperations

Azure DevOps

Available
ApplicationsOperations

Jira

Available
OperationsBusiness

ServiceNow

Available
OperationsInfrastructure

MuleSoft

Available
ApplicationsOperations

Boomi

Available
ApplicationsOperations

Databases

Relational

PostgreSQL

Available
DataInfrastructure

Amazon Aurora

Available
DataInfrastructure

MySQL

Available
DataInfrastructure

Microsoft SQL Server

Available
DataInfrastructure
OD

Oracle Database

Available
DataInfrastructure

Amazon Redshift

Available
DataInfrastructure

NoSQL

MongoDB

Available
DataApplications

Amazon DynamoDB

Available
DataInfrastructure

Azure Cosmos DB

Available
DataInfrastructure

Redis

Available
DataInfrastructure

Search

Elasticsearch

Available
DataOperations

ClickHouse

Roadmap
DataAnalytics

Data Engineering

Fivetran

Available
DataOperations

AWS Glue

Available
DataInfrastructure

Azure Data Factory

Available
DataInfrastructure

Apache Airflow

Available
DataOperations

Dagster

Available
DataOperations

dbt Cloud

Available
DataAnalytics

Talend

Beta
DataOperations

Matillion

Roadmap
DataOperations

Informatica

Available
DataOperations

StreamSets

Roadmap
DataOperations

Data Platforms

Snowflake

Available
DataAI

Databricks

Available
DataAI

Google BigQuery

Available
DataAI
AS

Azure Synapse

Available
DataInfrastructure

Trino

Roadmap
DataAnalytics

Streaming & Messaging

Confluent

Available
DataOperations

Amazon Kinesis

Available
DataInfrastructure
AE

Azure Event Hubs

Available
DataInfrastructure

RabbitMQ

Available
DataOperations

Apache Pulsar

Beta
DataOperations

Redpanda

Beta
DataOperations

Data Governance

Collibra

Available
DataGovernance

Microsoft Purview

Available
SecurityData
A

Alation

Beta
DataGovernance
A

Atlan

Roadmap
DataGovernance
D

DataHub

Roadmap
DataGovernance
AA

Apache Atlas

Roadmap
DataGovernance

Analytics & BI

Tableau

Available
DataBusiness

Power BI

Available
DataBusiness

Looker

Available
DataBusiness

Qlik

Available
DataBusiness

Amazon QuickSight

Available
DataBusiness
S

Sigma

Beta
DataAnalytics
T

ThoughtSpot

Beta
DataBusiness
AS

Apache Superset

Roadmap
DataAnalytics

Data Quality

MC

Monte Carlo

Roadmap
DataOperations
S

Soda

Roadmap
DataOperations
GE

Great Expectations

Roadmap
DataOperations
B

Bigeye

Roadmap
DataOperations

AI & ML

Models

OpenAI

Available
AI

Anthropic

Available
AI

Gemini

Roadmap
AI

Azure OpenAI

Available
AIInfrastructure

Amazon Bedrock

Available
AIInfrastructure

Platforms

Vertex AI

Roadmap
AIInfrastructure
AS

Amazon SageMaker

Roadmap
AIInfrastructure
DA

Databricks AI

Roadmap
AIData

Frameworks

LangChain

Roadmap
AIApplications
L

LangGraph

Roadmap
AIApplications
C

CrewAI

Roadmap
AIApplications
A

AutoGen

Roadmap
AIApplications
SK

Semantic Kernel

Roadmap
AIApplications
L

LlamaIndex

Roadmap
AIApplications

Serving

O

Ollama

Roadmap
AIInfrastructure
V

vLLM

Roadmap
AIInfrastructure

Hugging Face

Roadmap
AIApplications
OW

Open WebUI

Roadmap
AIApplications

Observability

L

LangFuse

Roadmap
AIOperations
H

Helicone

Roadmap
AIOperations
AA

Arize AI

Roadmap
AIOperations
W&

Weights & Biases

Roadmap
AIOperations

MLflow

Roadmap
AIOperations

Governance

GA

Guardrails AI

Roadmap
AISecurity
P

Promptfoo

Roadmap
AISecurity
L

Lakera

Roadmap
AISecurity
NN

NVIDIA NeMo Guardrails

Roadmap
AISecurity

Security

Wiz

Available
SecurityInfrastructure

CrowdStrike Falcon

Available
SecurityIdentity

Splunk

Available
SecurityOperations

Microsoft Defender

Available
SecurityIdentity

Observability

Datadog

Available
InfrastructureApplications

Dynatrace

Available
InfrastructureApplications

New Relic

Available
InfrastructureApplications

Business & Collaboration

Salesforce

Available
BusinessData

HubSpot

Available
BusinessData

Microsoft 365

Available
IdentityBusiness

Workday

Available
BusinessIdentity

SAP

Available
BusinessOperations

Oracle Fusion Cloud

Available
BusinessData

Slack

Beta
OperationsBusiness

Microsoft Teams

Beta
OperationsBusiness

Healthcare

Epic

Available
ApplicationsBusiness

Oracle Health

Available
ApplicationsBusiness

Salesforce Health Cloud

Available
ApplicationsBusiness

Need a sensor that's not listed?

Our roadmap continues to grow — additional sensors for ERP, HR, legal, contract management, and specialized verticals are in progress. Custom sensors are available for enterprise customers.

Request a Sensor
Security & Privacy

Sensors are read-only. Always.

Every Skuiddy sensor operates on the principle of least privilege. Sensors only read — they never write to source systems, never move data between environments without explicit configuration, and never store credentials in plaintext.

Sensor credentials are encrypted at rest and in transit. Access scopes are documented and auditable. Skuiddy supports BYOC (bring your own credentials) and private networking configurations for regulated environments.

  • Read-only API access only
  • Credentials encrypted at rest
  • Scoped to least-privilege roles
  • Audit logs for all sensor activity
  • On-premise sensor deployment available
  • SOC 2 Type II (in progress)

# Example: AWS Sensor IAM Policy

"Effect": "Allow",

"Action": [

"ec2:Describe*",

"iam:List*",

"iam:Get*",

"s3:ListAllMyBuckets",

"rds:Describe*",

...

],

"Resource": "*",

"Condition": {

"StringEquals": {

"aws:PrincipalTag/skuiddy": "sensor"

}

}

All actions are read-only Describe/List/Get. No write, delete, or modify permissions.