Acceldata
Acceldata: Broad hybrid observability with pipeline, quality, lineage and anomaly coverage. Ranked #6 of 39 in Data Observability Tools by our editors (8.7/10); pricing: Pricing on request · 30-day trial; best for mid-market and enterprise hybrid deployments.
At a glance
- Editor score8.7 / 10
- PricingPricing on request · 30-day trial
- Best forMid-market and enterprise hybrid deployments
- Free planNo
- Anomaly detectionYes
- Founded2018 · Campbell, California, United States
- Facts checked25 Oct 2026
Where it wins
- Covers freshness, schema drift, anomalies, lineage and quality policies
- Cloud and self-hosted deployment support hybrid operating models
- Enterprise tier adds reconciliation, RBAC, SDK and reporting
Where it doesn't
- Pricing requires a contact-sales process
- No free plan is offered
- Support channels are limited to email and documentation
Our verdict on Acceldata
Acceldata provides a Data Observability Cloud for data teams and enterprises managing complex data ecosystems. It monitors pipelines and data assets, tracks execution, checks freshness, detects schema changes and anomalies, applies data-quality policies, and visualizes end-to-end lineage. The platform also includes profiling, automated data classification, reconciliation, dashboards, notifications and AI Copilot assistance. Its stated fit is mid-market and enterprise organizations that need cloud or self-hosted deployment options.
The published plans separate core observability from broader enterprise operations. ADOC Pro includes Anomaly Detection, Profiling, Freshness, Schema Drift, Automated Data Classification, plus BI tool lineage and data quality. ADOC Enterprise adds all Pro features with Reconciliation, RBAC and enterprise readiness, Pipeline Monitoring, an SDK and Reporting. Acceldata uses a contact-sales pricing model rather than self-serve plan prices, and there is no free plan. A 30-day free trial is offered, giving prospective buyers a defined evaluation window before committing to a paid arrangement.
Platform fit is a central strength for hybrid teams. Acceldata supports web, API and self-hosted deployment, with collectors kept in customer environments, and lists 68 integrations including OpenLineage, Apache Spark, ServiceNow, MemSQL (SingleStore) and OpenID. Its security and access posture includes SOC 2, ISO 27001, SSO through SAML and two-factor authentication. Choose Acceldata if your organization needs a broad observability scope spanning pipelines, quality, lineage and reconciliation, alongside enterprise controls. Smaller teams seeking a free tier, transparent online pricing or a wider range of support channels may prefer a simpler alternative.
Your product? Our editors can test Acceldata in depth and publish a review, labelled as paid · from $149/mo →
Acceldata pricing
All 2 Acceldata plans and prices →
Acceldata fact sheet
| Free plan | No |
|---|---|
| Paid from | Not verified |
| Pipeline monitoring | Yes |
| Freshness monitoring | Yes |
| Schema change detection | Yes |
| Anomaly detection | Yes |
| Data lineage | Yes |
| Deployment | Hybrid |
| Free trial | 30 days |
| Deployment | Cloud, Self-hosted |
| Platforms | Web |
| Compliance & security | SOC 2, ISO 27001, SSO/SAML, 2FA |
| Support | Email, Docs |
| Built for | Mid-market, Enterprise (editorial estimate) |
| Integrations | 68+ integrations: OpenLineage, Apache Spark, ServiceNow, MemSQL (SingleStore), OpenID See all → |
| Pricing | Pricing on request · 30-day trial (source) |
| Website | acceldata.io |
| Facts checked | 25 Oct 2026 |
Acceldata integrations
Acceldata lists 68+ integrations on its own site — the 5 named here are the ones its pages call out.
- OpenLineage
- Apache Spark
- ServiceNow
- MemSQL (SingleStore)
- OpenID
See all Acceldata integrations →
Alternatives to Acceldata
- Datadog Data ObservabilityA Datadog-native view of data quality, lineage, pipeline jobs, and costs.9.3
- IBM Data Observability by DatabandPipeline-focused observability with lineage, quality alerts, and Airflow integrations.9.1
- Actian Data ObservabilityWarehouse-native monitoring with custom SQL metrics, incident history, and lineage.9.0
See all Acceldata alternatives →
Acceldata vs the competition
- Acceldata vs Datadog Data Observability
- Acceldata vs IBM Data Observability by Databand
- Acceldata vs Actian Data Observability
- Acceldata vs Monte Carlo
- Acceldata vs Anomalo
- Acceldata vs Elementary
Compare Acceldata with any tool side by side →
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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