Tool profile
DQLabs (PRIZM by DQLabs): cost, fit and limits
PRIZM by DQLabs is a data observability and data quality platform made by DQLabs, Inc. that monitors data assets, applies quality rules and adds business context, sold as one package with optional add-ons to enterprise data teams.
What to know first
DQLabs sells PRIZM as a single package priced by custom quote, scoped to the customer's environment. The package names three modules, observability, quality and context, and includes one data source connector with unlimited assets, volume and users. Extras such as native cataloging and a sandbox cost more. The pages opened show no price, free tier or trial, and the privacy policy text did not load, so data terms are unconfirmed.
DQLabs (PRIZM by DQLabs) at a glance
| Maker | DQLabs, Inc., Not stated on the vendor pages |
|---|---|
| Free plan | No |
| Entry price | Quote only |
| API access | No |
| Category | Best AI Data Quality Software in 2026, rank 10 of 10 |
| Website | dqlabs.ai |
Who DQLabs (PRIZM by DQLabs) is best for
Enterprises consolidating several data tools
The package bundles observability, quality rules and context modules, so a team replacing separate monitoring and rule tools can scope one quote instead of three.
Teams routing data incidents into ticketing
ServiceNow or Jira workflow integration and two notification channels come with the base package, which suits operations groups that already triage data issues as tickets.
Buyers feeding enterprise AI agents
The vendor positions PRIZM as keeping data trustworthy for AI agents, which fits teams whose main worry is the quality of data reaching those agents.
DQLabs (PRIZM by DQLabs) plans and pricing
| Plan | Price | What it includes |
|---|---|---|
| PRIZM package | Custom quote | Observability, quality and context modules, one data source connector with unlimited assets, volume and users, one collaboration tool, two notification channels, one catalog integration, onboarding, training and 8x5 support. |
| Add-ons | Quoted together with the package | Native cataloging with discovery and lineage, additional data sources, additional tenants, a non-production sandbox, orchestration compute and extended support hours. |
| Free plan or trial | Not published | No free tier or trial appeared on the pricing page, so evaluation starts with a conversation with the vendor. |
Checked November 2026.
What DQLabs (PRIZM by DQLabs) does
- Data observability module
- The vendor describes this module as end-to-end observability of the data ecosystem, meant to surface problems in the data before downstream users or AI agents consume it.
- Data quality module
- Covers data quality rules, metrics and alerts. The pricing page says rules are unlimited within each data source connector, so rule count does not drive the quote.
- Enterprise Context module
- Adds business context to the data so that people reading an alert can see what an asset means and who uses it, not only that a check failed.
- Alerts and workflow
- Alerts go to email, Teams, Slack or chat, with two notification channels included, and ServiceNow or Jira integration comes with the package for turning alerts into tickets.
- AI-native positioning
- The vendor calls PRIZM AI-native for observability and quality. The pages opened name no separate list of AI features, so ask which functions use machine learning and which are rules.
How DQLabs (PRIZM by DQLabs) handles your data
The privacy policy text did not come through on the pages opened, so retention, whether customer data trains any model and the hosting region are not stated here, and the vendor's policy was not checked for this. The homepage shows a SOC2 badge and a HIPAA compliance badge as images with no accompanying detail. No ISO 27001 or GDPR statement was found. A buyer should request the SOC 2 report, the data processing terms and the hosting details before sharing production metadata.
Where DQLabs (PRIZM by DQLabs) falls short in practice
- Price only through a quote. No price, free plan or trial is published. The quote covers the package and add-ons together, so comparing it with a competitor's line items means asking the vendor to split it out.
- Add-ons carry real scope. Cataloging with lineage, extra data sources, extra tenants, a sandbox and orchestration compute are paid add-ons, so a team that needs them will not match the base package description.
- Support hours in the base package. Base support is 8x5 expert support. Twelve-by-five or around-the-clock support is an add-on, which matters for teams whose pipelines fail outside office hours or across time zones.
- No API mentioned. The homepage and pricing page do not mention an API, so teams that want to script rule creation or pull results programmatically need to confirm it with the vendor.
Works with
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DQLabs (PRIZM by DQLabs): common questions
How is DQLabs PRIZM priced?
PRIZM is sold as one package with optional add-ons, delivered as a single custom quote scoped to the customer's environment. No figure is printed on the pricing page. Ask the vendor how many connectors, tenants and support hours the quote assumes, because each of those can change the total.
What does the base PRIZM package include?
The pricing page lists the full platform with observability, quality and context, one data source connector with unlimited assets, volume and users, one collaboration tool, two notification channels, one catalog integration, onboarding, training and 8x5 expert support. Add-ons such as native cataloging and a sandbox are quoted on top of that base.
Does DQLabs have a free plan or trial?
No free plan or trial appeared on the pricing page or homepage opened for this review. Entry requires a custom quote. A buyer who wants to test it on real data should ask for a proof of concept and agree success criteria first.
Does PRIZM connect to Snowflake and Databricks?
Yes, both are named among the supported sources, along with AWS, Azure, Google Cloud Platform and SAP. The package includes one data source connector, so a second warehouse counts as an additional data source add-on. Confirm with the vendor how many sources your estate needs.
Which certifications does DQLabs list?
The homepage shows a SOC2 badge and a HIPAA compliance badge as images with no detail. No ISO 27001 or GDPR statement was found on the pages opened, so ask for the audit reports before relying on either badge. Treat them as claims until the reports are in hand.