Ingest

Data Warehouse + API Ingest

Bring in structured or unstructured data from your data warehouse or any internal system so you can run LLM analysis across everything in one place. Spot trends, uncover root causes, and drive smarter decisions without stitching insights across tools.

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One platform, all your data

Bring all your business, customer, and conversation data into one place. Ingest from your data warehouse or internal systems via API, then analyze each dataset on its own or combine them to uncover patterns across performance, operations, and customer experience. Secure, enterprise-ready, and scalable.

Combine Everything

Unify conversation content, customer metrics, and business metrics for complete visibility.

Query for Anything

Run LLMs across combined data to surface themes, spot root causes, and answer business-critical questions.

Drive Better Decisions

Identify what’s working, what’s breaking, and where to focus next—across teams, channels, segments, and more.

Ingest the data that matters

Structured data shows you what happened—unstructured data tells you why. Maestro captures both, so every insight is grounded in context. From tags, traits, and KPIs to transcripts, escalation notes, and internal comments, you’ll get the full picture, not just surface-level signals.

Structured Data

  • Agent metrics + performance KPIs
  • Customer details like tier, product line, or lifecycle stage
  • Support tags, ticket metadata, and resolution reasons

Unstructured Data

  • Escalation notes, support summaries, and internal comments
  • Conversations from unintegrated systems or internal tools
  • Any freeform text field for LLM-based analysis

Effortless data ingest

No matter your stack—Snowflake, Redshift, BigQuery, custom tools, or something in between—we make it easy to bring in the data that matters without building or maintaining complex pipelines.

Data Warehouse Ingest

Connect securely, choose your fields, and let us handle schema evolution, incremental loading, and hourly syncs—no reverse ETL required.

API ingest

Pull in any data—tickets, traits, notes, transcripts, and more. Just match our API format; no transformation or remapping needed.

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