Product Roadmap
Where we are. Where we're going.
Skuiddy is in active development. This page is a transparent, continuously updated view of what has shipped, what is coming next, and where the product is heading.
Last updated July 2026
Shipped
Early AccessAvailable now for early access customers.
Core Organizational Twin graph model
Entity schema: 80+ entity types across 8 domains
AWS Sensor — EC2, RDS, S3, IAM, Lambda, ECS, EKS
Azure Sensor — Compute, Storage, Entra ID, Resource Groups
GCP Sensor — Compute, BigQuery, Storage, IAM
Okta Sensor — Users, Groups, Apps, Policies
Microsoft Entra ID Sensor
Google Workspace Sensor
GitHub Sensor — Repos, Teams, Actions, Packages
Jira Sensor — Projects, Issues, Workflows
ServiceNow Sensor — CMDB, Incidents, Change Records
Snowflake Sensor — Databases, Tables, Users, Roles
Databricks Sensor — Workspaces, Clusters, Notebooks
Wiz Sensor — Issues, Controls, Cloud Graph
CrowdStrike Sensor — Hosts, Vulnerabilities, Detections
Splunk Sensor — Sources, Indexes, Alerts
Datadog Sensor — Infrastructure, Services, Monitors
OpenAI Sensor — Models, Usage, API Keys
Anthropic Sensor — Models, Usage
Amazon Bedrock Sensor — Models, Invocations
Azure OpenAI Sensor
Salesforce Sensor — Objects, Users, Orgs
Change detection and entity versioning
Ownership attribution and relationship mapping
REST API and GraphQL query interface
CIO, CISO, and Enterprise Architecture Department Lenses
Identity, Infrastructure, Application, and Data Intelligence Domains
Coming Up
On the near-term horizon.
These features are in active development or immediate planning. Dates are targets, not commitments.
Q3 2026
Intelligence Domains
- AI Intelligence Domain — full model, agent, and usage inventory
- Security Intelligence Domain — enriched with Wiz + CrowdStrike cross-domain correlation
- Operational Intelligence Domain — incident, ticket, and workflow context
Department Lenses
- AI Governance Lens — model inventory, policy enforcement, risk view
- Finance Lens — SaaS spend, vendor overlap, cost attribution
- Operations Lens — incident enrichment and ownership map
Platform
- Natural language query interface (Ask the Twin)
- Custom policy rules engine
- Webhook and change feed subscriptions
- Wayfinder integration for AI roadmap generation
- Slack and Teams sensors (GA)
Q4 2026
Intelligence Domains
- Business Intelligence Domain — capabilities, workflows, vendors
- Full cross-domain relationship inference
Department Lenses
- Legal and Compliance Lens
- Marketing Lens
- Custom Lens builder
Platform
- SherPilot deep integration — agentic Twin queries
- 50+ sensor coverage
- On-premise and hybrid deployment options
- Data residency controls and multi-region support
- Export to CMDB, data catalogs, and BI tools
2027
Vision
- Predictive organizational intelligence — model future state from current signals
- AI-powered anomaly detection across the Twin
- Federated Twin — multi-org and subsidiary support
- Partner ecosystem: Skuiddy Twin as a data source for third-party tools
- ERP integration (SAP, Oracle, NetSuite)
- HR and workforce integration (Workday, BambooHR)
- Contract lifecycle management integration
- Full graph diffing and time-travel queries
Influence what we build next.
Skuiddy's roadmap is shaped by conversations with enterprise customers. If you have a use case, a sensor request, or a lens that would change how your team operates — we want to hear about it.