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Improvado MCP extracts data from Dremio's semantic layer and makes your virtual datasets, spaces, and catalogs instantly queryable by AI agents.
Stop copying SQL from docs. Improvado MCP connects your AI agent to Dremio so analysts, engineers, and ops teams can query virtual datasets and reflections conversationally.
Your AI agent reads harmonized data across 500+ platforms. "Cost" in Google Ads and "spend" in Meta Ads resolve to the same field automatically.
After querying Dremio, push summaries, anomalies, and curated datasets downstream. Your AI agent closes the loop between lakehouse analytics and operational tools.
250+ governance rules enforce naming conventions, budget limits, and KPI thresholds. SOC 2 Type II certified.
Set AI watches on reflection staleness, query latency, and dataset freshness. Improvado MCP keeps your agent aware of lakehouse health without manual dashboards.
Automated weekly reports, anomaly flagging, and budget alerts — all from a single conversation. No more morning check-ins across 5 dashboards.
After querying Dremio, push summaries, anomalies, and curated datasets downstream. Your AI agent closes the loop between lakehouse analytics and operational tools.
Every phase runs through the same MCP connection. One protocol, all platforms, full governance. No switching between tools.
Non-technical stakeholders can't query Dremio directly, creating bottlenecks where analysts must serve as intermediaries for every data request.
Improvado MCP translates natural language into Dremio queries, letting any role access governed data without writing SQL.
Stale reflections silently degrade query performance. Teams only discover the problem after slow dashboards trigger complaints.
Improvado MCP lets your AI agent proactively check reflection status and alert on staleness before it impacts downstream users.
Joining data across S3, databases, and SaaS sources in Dremio requires careful virtual dataset configuration that slows time-to-insight.
Ask cross-source questions in plain English. Improvado MCP leverages Dremio's existing virtual dataset layer to surface joined results instantly.
Same MCP connection, different workflows for every team member. Agency CEOs get portfolio health. Media Strategists get campaign QA. Analysts get cross-platform reports. Account Managers get auto-generated QBR decks. Creative Directors get performance-based briefs.
Each role asks in natural language. The MCP server handles the complexity — rate limits, auth, schema normalization, governance — behind the scenes.
Connect your data to an AI agent in under 60 seconds. The closed loop starts with one conversation.
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