Monitoring active

Your data quality team
just became autonomous

Siftra is an AI agent that monitors your databases, detects quality issues, diagnoses root causes, and fixes problems. No rules to configure. No alerts to triage. It just works.

Try the Demo — One Click Get Early Access

4 tables · 2,000 rows with intentional data quality issues · full profiler + rules in ~30 seconds

siftra agent — running
$siftra connect --source warehouse.snowflake
Connected. Scanning 847 tables across 12 schemas.
Profiled 2.3M columns. Inferred 4,218 quality rules.
Anomaly detected: customer_email NULL rate spiked 340%
Root cause: upstream ETL job dropped validation step at 03:42 UTC
Auto-remediated: restored validation, backfilled 12,847 records.
Summary sent to #data-quality. No human intervention needed.
4,218
rules auto-generated
2.3M
columns profiled
12,847
records auto-remediated
< 1hr
avg setup time
How it works

Up and running in three steps

01

Connect your database

Paste a connection string. Siftra connects securely, scans every table, and builds a complete picture of your data — no configuration required.

02

Auto-profile & generate rules

Siftra profiles every column and automatically infers quality rules — uniqueness, nullability, type constraints, range bounds, referential integrity — without you writing a single one.

03

Health scores, alerts & fix suggestions

Every table gets a live health score. Anomalies trigger instant alerts with root-cause traces. Known patterns get auto-fixed. Edge cases escalate with full context — no manual triage.

Try it now — no signup required

Live demo database · Full profiler + rules · ~30 seconds

Data quality tools today are half-built

The current playbook

  • Humans write quality rules manually
  • Alerts fire, humans triage
  • Root cause analysis takes hours
  • Fixes require engineering tickets
  • 6-month implementation cycles

What Siftra does

  • AI infers rules from your data automatically
  • Anomalies detected and diagnosed in seconds
  • Root cause traced across full lineage
  • Auto-remediation for known patterns
  • Connected and running in under an hour
Pricing

Free during beta

Early access teams get full product access at no cost. When we launch paid plans, you'll keep your early-access rate — locked in.

Starter
$0/mo

For early access teams. Everything included, no credit card needed.

  • Up to 5 database connections
  • Auto-profiling & rule generation
  • Health scores + anomaly alerts
  • Fix suggestions
Enterprise
Custom

SLAs, SSO, dedicated support, and on-premise deployment options.

  • Everything in Pro
  • SOC 2 Type II
  • Dedicated CSM
  • Custom integrations
Get Free Early Access

No credit card. No commitment. Full access during beta.

Get early access

We're onboarding data engineering teams now. Drop your email and we'll set you up with a free pilot.

Free pilot. No credit card. Setup in under an hour.

You're on the list!

We'll reach out within 24 hours to get you set up. In the meantime, you can try the profiler right now.