04PlaybookSmall analytics teams supporting many stakeholders

Analytics Team

Offload repetitive ad-hoc questions to Text2Report while your analysts focus on modeling. Canvas orchestrates multi-step data workflows across PostgreSQL and BigQuery so analytics stops being a bottleneck.

01 / The problem

Where teams get stuck

  1. 01Ad-hoc requests from every function drown the analytics queue.
  2. 02Combining operational (PostgreSQL) and marketing (BigQuery) data needs pipelines nobody has time to build.
  3. 03Reports get stale between refreshes.
02 / The outcome

What ships instead

  • Stakeholders self-serve in plain language for common questions.
  • Cross-database queries in one conversation — no manual ETL.
  • 92% accuracy after learning phase; corrections improve future runs.
03 / The stack

Products in this playbook

04 / By the numbers

Metrics teams report

01
Text2Report accuracy
0% after learning
02
Data sources
PostgreSQL + BigQuery
03
Setup time
minutes (auto-discovery)
05 / Questions

Frequently asked

A six-layer context engine combines schema, validated query patterns, business rules, self-learned corrections, conversation memory, and MCP tool access.

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