Connect Dremio — Data Lake Acceleration
Extract query performance, dataset usage, and user activity from Dremio. Send data platform metrics to Tableau for analytics infrastructure monitoring.
Top performer: Brand campaigns at 8.1x ROAS.
Connect Dremio with automated integration
Improvado connects directly to Dremio's SQL interface to extract your processed marketing datasets and analytical results. Our platform pulls transformed data, aggregated metrics, and analytical outputs from your Dremio data lakehouse on your preferred schedule. Data flows seamlessly from Dremio to your chosen destinations without complex query management. Authentication and connection handling happens automatically through our secure interface.
From connection to autonomous action in three steps
Connect
Authenticate Dremio via OAuth in under 5 minutes. Improvado normalizes your data across 1,000+ sources automatically.
Ask
Your AI agent queries Dremio performance in natural language. Trends, anomalies, cross-channel comparisons — one conversation.
Act
The agent pauses underperformers, adjusts settings, generates executive reports, and monitors anomalies — every action logged.
Extract All Your Marketing Data from Dremio
Dremio - a platform for data lake management and analytics.
This Improvado integration is available by request only. Unlike our typical API integrations which can be set up by anyone in just a few clicks, this one will need a bit of work on our side (and maybe even on yours). Sometimes we need to play together to achieve the best results for everyone.
Unified data lakehouse integration
Dremio integration extends Improvado's Marketing Common Data Model to include your processed lakehouse datasets alongside raw marketing platform data. Combine Dremio's analytical outputs with fresh marketing data for comprehensive reporting workflows. Use Dremio as an intermediate processing layer while maintaining unified data governance across all platforms. Build dashboards that blend real-time marketing data with historical analytical insights from your lakehouse.
What teams ask their AI agent about Dremio
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Extract Dremio analytical results to combine with real-time marketing platform data
Your AI agent analyzes Dremio data and delivers actionable insights — automatically, in seconds.
Sync processed customer segments from Dremio to marketing automation platforms
Your AI agent analyzes Dremio data and delivers actionable insights — automatically, in seconds.
Generate executive reports combining Dremio insights with fresh campaign data
Your AI agent analyzes Dremio data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Dremio — it acts on it
Read
Pull metrics, dimensions, and trends from Dremio — across every account and campaign. Your AI handles the query.
Write
Launch campaigns, pause underperformers, adjust settings. Every action logged and governed.
Monitor
Anomaly alerts, budget pacing watches, weekly auto-reports. Problems caught before they burn budget.
Query, write, and monitor Dremio through Claude, ChatGPT, Cursor, or any MCP client. Every action is logged and governed.
| Campaign | Spend | ROAS |
|---|---|---|
| Brand — Exact | $4,200 | 8.1x |
| Non-Brand | $12,800 | 4.7x |
| Retargeting — 30d | $3,100 | 4.2x |
| Competitor | $8,400 | 3.1x |
| DSA — Blog | $2,600 | 2.8x |
Send Dremio data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with Dremio as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
Put an AI agent on your Dremio today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.