Meet your autonomous Database
Administrator

18 specialized AI Agents. Zero manual overhead.
Revefi AI DBA deploys a fleet of platform-native agents that continuously manage FinOps, observability, quality, performance, and governance across your cloud data estate.
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Up to 60%

in Cloud data costs

24/7

Autonomous tuning

5 min

Zero-touch setup

>100%

Annual ROI

Agent Architecture

One orchestrator. Three platforms.
18 specialized sub-agents.

AI DBA orchestrates a hierarchy of purpose-built agents — each platform
gets its own dedicated team of six domain experts.

Snowflake AI Agent

Autonomous intelligence for
Snowflake

From virtual warehouse rightsizing to query plan optimization and RBAC policy enforcement. Snowflake AI Agent runs 24/7 so your team doesn't have to.
FinOps
Credit burn tracking, warehouse cost allocation, chargeback automation
Observability
Pipeline health, query history anomalies, real-time warehouse monitoring
Quality
Schema drift detection, row count checks, referential integrity validation
Spend Optimization
Auto-suspend policies, multi-cluster tuning, storage tiering recommendations
Performance Tuning
Query plan rewrites, clustering key suggestions, materialized view advisor
Governance
RBAC policy enforcement, dynamic data masking, access audit reports
Automated Data Quality
Spend Optimization

Databricks AI Agent

Lakehouse intelligence at every layer

Spark plan optimization, Delta table health, DBU spend management and Unity Catalog governance — all running autonomously across your Databricks workspace.
FinOps
DBU cost attribution, job-level spend tracking, budget alerting
Observability
Cluster health, job failure alerts, notebook execution anomalies
Quality
Delta table freshness, Great Expectations integration, lineage tracking
Spend Optimization
Autoscale policy tuning, spot instance recommendations, idle cluster termination
Performance Tuning
Spark execution plan advisor, shuffle optimization, partition tuning
Governance
Unity Catalog policies, column-level security, data access audit trails

BigQuery AI Agent

Serverless, governed,
perpetually optimized

Slot utilization, reservation rightsizing, dataset freshness, partition-level optimization and IAM governance. BigQuery AI Agent operates across your entire project hierarchy.
FinOps
On-demand vs reservation cost modeling, per-project chargeback, budget alerts
Observability
Job execution telemetry, INFORMATION_SCHEMA analytics, anomaly detection
Quality
Dataset freshness, row-count drift, schema change detection across projects
Spend Optimization
Reservation rightsizing, flat-rate vs on-demand advisor, long-term commitment guidance
Performance Tuning
Partition pruning advisor, materialized view recommender, join order optimization
Governance
IAM policy audits, column-level security, VPC Service Controls monitoring
Spend Optimization

Secure, certified, zero-touch

Read-only, metadata-only integration with the certifications that enterprise data
teams require. Trusted by global brands.

Cloud Data Platforms

LLMs & AI Agents

Compliance

"With Revefi, the value of FinOps and Data Observability became clear within just a few months. They identified savings, improved quality and more than paid for themselves in no time."

Middle-aged man wearing a blue checkered blazer and a colorful bow tie, smiling against a light blue background.

Louis DiModugno

Global CDO

Fortune 1000 Company

Read Case Study

5 Minutes

Average time to first insight.

Up to 60%

Reduction in Snowflake and cloud data costs.

100K+ Tables

Automated observability without overheads.

100%

Projected annual ROI.

Your data warehouse deserves a 24x7 AI DBA

Deploy Revefi AI DBA and get 18 specialized
agents working around the clock from day one.
No setup, no manual tuning.

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