Telmai
AI-driven continuous data quality monitoring for data lakes and lakehouses
- Also known as
- telmai
Available worldwide · Popular in: US, EU
What is Telmai?
A data observability platform that continuously validates data quality and detects anomalies, helping organizations maintain reliable data for decision-making and AI applications.
What Telmai does
The capabilities that matter for data observability, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Freshness monitoring
- ✓
- Volume monitoring
- ✓
- Schema change detection
- -
- Data quality rules
- ✓
- ML anomaly detection
- ✓
- Lineage impact analysis
- ✓
- Root cause analysis
- ✓
- Incident management workflow
- -
- Dbt native
- -
- Streaming support
- -
- Deployment model
- Managed SaaS
- Open source
- -
- Pricing model
- -
Platform & deployment
Independently observed- Cloud / SaaS
Integrations (7)
Independently observed- Alation→•
- Snowflake←•
- BigQuery←•
- Firebolt←•
- Azure Blob←•
- S3←•
- Google Cloud Storage←•
Security & compliance
Independently observed- SOC 2active
Telmai alternatives
Other data observability we track, ranked by the same independent score.
- AcceldataAI-powered platform that automates data quality monitoring, compliance enforcement, and incident resolution across enterprise data environmentsmedium · 61%
- ElementaryA unified platform for data observability, quality assurance, and governance integrated with data pipelinesmedium · 55%
- BigeyeEnterprise platform for real-time data quality monitoring and AI governancelow · 3%
- DatafoldAutomated data comparison and validation toolslow · 42%
- Monte CarloA platform for monitoring, troubleshooting, and optimizing data and AI systems at scalelow · 7%
- SodaAI-powered data quality monitoring and anomaly detectionlow · 7%
Compare Telmai
Side by side against other data observability, attribute by attribute, with a source on every value.
The vioscaleAI score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Telmai, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Security posture | 45 | 0.12 | 5.5 | ✓ |
| Capabilities | 81 | 0.04 | 3.1 | ✓ |
| Integrations | 26 | 0.04 | 1.2 | ✓ |
| Price level | 0 | 0.04 | 0.0 | - |
| Reliability | 0 | 0.07 | 0.0 | - |
| Pricing transparency | 0 | 0.05 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Deployment model: managed-SaaS · Volume monitoring: Yes · Data quality rules: Yes · Root cause analysis: Yes · Freshness monitoring: Yes · Ml anomaly detection: Yes | mediumsource · 2026-10-06 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 7 | mediumsource · 2026-10-06 · 60% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | highsource · 2026-10-06 · 75% |
Pricing
| Attribute | Value | Evidence |
|---|---|---|
| Model | commercial | mediumsource · 2026-08-17 · 60% |
Security
Is Telmai the right choice for you?
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