Observability for SaaS Platforms

Across control plane and data plane, for you and your customers.

Architecture

Your Cloud

Control Plane

APIs · Databases · Services

Customer A

Data Plane

Workers · Compute · GPUs

Customer B

Data Plane

Workers · Compute · GPUs

···+ more tenants
Oodle AI
MetricsLogsTracesKubernetesPer-Tenant IsolationAI Debugging

In-Product Observability

Embed Oodle in your UI

Query APIs

Build custom integrations

AI Troubleshooting

Self-serve for customers

The Multi-Tenant Observability Problem

SaaS platforms run infrastructure in two places: your cloud and your customers' clouds. Traditional observability tools weren't designed for this.

metrics-prodTool 1
logs-dataplaneTool 2
traces-custATool 3
3 tools · 0 correlation

Fragmented Telemetry

Control plane metrics in one tool, data plane logs in another, traces somewhere else. Every incident means jumping between tools, environments, and access controls.

env1
env2
env3
···
N stacks · N× maintenance

Operational Overhead

Self-hosting observability backends per environment drains engineering time. Every upgrade, scaling event, and outage pulls your team away from building product.

customer-vpc
EGRESS BLOCKED
your-cloud
data residency · no export

Privacy-Constrained Customers

Enterprise customers will not send telemetry outside their cloud. One observability backend cannot serve every security tier.

>ssh tenant-a-prod
>kubectl logs -n app
>download snapshot.zip
>open grafana-tenant-b
>correlate manually...
4 steps · hours per incident

No Cross-Tenant Visibility

When a customer reports degraded performance, your support team cobbles together CLI downloads, dashboard snapshots, and log exports. No unified view.

Three Deployment Models, One Experience

Match your observability deployment to each customer's security posture. Every model delivers the same dashboards, alerts, and AI debugging.

Oodle Managed (SaaS)

Send telemetry from your control plane and data planes to Oodle's managed platform. Query per-tenant data via API to display in your own UI, or give customers direct SSO access to their dashboards.

  • Zero infrastructure to manage
  • Start sending data in minutes
  • Embed Oodle in your product for customer-facing observability
  • Best for customers without data residency requirements

BYOC in Your Cloud

Oodle deploys into your cloud account with full tenant isolation. All data stays within your network perimeter. Oodle manages upgrades and scaling via scoped IAM roles.

  • You control encryption keys and access policies
  • Data never leaves your cloud account

BYOC in Customer's Cloud

For your most privacy-sensitive customers: Oodle deploys directly in their cloud account. They get the same dashboards, alerts, and AI debugging with zero data leaving their environment.

  • No customer gets a degraded experience
  • Meets HIPAA, PCI-DSS, and data residency requirements
  • Your team retains tenant-scoped access for support

Built for Multi-Tenancy

Every feature is tenant-aware by default. Isolate data, embed observability in your product, and let your customers self-serve with AI.

Tenant-Key Isolation

Every metric, log, and trace is tagged with a tenant key at ingestion. Data is physically partitioned. No tenant can ever access another's telemetry, even through a query bug or misconfigured dashboard.

Unified Cross-Tenant Querying

Your SRE and support teams query across all tenants from a single interface. Filter by tenant ID, compare performance across customer environments, and spot systemic issues before customers report them.

Embed Observability in Your Product

Ship observability as a feature of your platform. Embed Oodle directly in your UI for a native customer experience, or build custom integrations via query APIs. Either way, your customers see their tenant-scoped dashboards, metrics, and alerts without leaving your product.

AI Self-Troubleshooting for Customers

Let your customers troubleshoot their own issues with AI, without opening a support ticket. Oodle AI analyzes tenant-scoped telemetry, identifies root causes, and suggests fixes. Your support team handles fewer escalations while customers get faster resolution.

Why Oodle for SaaS Platforms

Replace fragmented, self-hosted observability with a unified managed platform.

Before
With Oodle
Self-hosting separate backends for metrics, logs, and traces per environment
One managed platform for all tenants
Privacy-sensitive customers get degraded observability
Same experience regardless of deployment model
Debugging means downloading log zips and SSH-ing into data planes
Query all tenant telemetry from one interface
Building dashboards and alerts on top of open-source backends
Embed dashboards in your product and let customers self-troubleshoot with AI
No visibility into customer Kubernetes clusters
Full K8s observability with one helm chart

Frequently Asked Questions

How does tenant isolation work?

Every metric, log, and trace is tagged with a tenant key at ingestion. Data is physically partitioned per tenant. Queries are scoped by tenant key, and cross-tenant access is impossible by design. This applies across all deployment models: SaaS, BYOC in your cloud, and BYOC in your customer's cloud.

Can our customers access their own observability data?

Yes, three ways. First, embed Oodle dashboards directly in your product via API so customers see their data inside your UI. Second, give customers SSO access to Oodle's console, scoped to their tenant. Third, let customers use AI-powered debugging to troubleshoot their own issues without opening a support ticket.

What telemetry signals do you support?

Metrics (PromQL-compatible), logs (OpenSearch query syntax), traces (OpenTelemetry-native), and Kubernetes events. All signals are correlated. Jump from a metric anomaly to related logs and traces in one click.

How does pricing work for multi-tenant setups?

Pricing is based on total ingestion volume across all tenants, not per-tenant. You get one bill regardless of how many customers you serve. See pricing details.

What if some tenants generate far more telemetry than others?

Oodle handles high-cardinality, high-volume tenants natively. Our columnar storage engine on S3 scales horizontally. A tenant generating 10x the telemetry doesn't degrade query performance for others.

Ready to unify your multi-tenant observability?

See how Oodle gives your platform team and your customers a single pane of glass across every environment.

No credit card required. Free tier available.