AI Assistant for Data Analysts

AI assistant for data analysts: SQL docs, findings reports, and presentations — without the writing bottleneck

OpenKlo handles the writing work for data analysts: drafts analysis plans and SQL documentation, writes findings reports that non-technical stakeholders actually understand, creates data dictionaries, and prepares management presentations — all through Telegram or the browser. $19/mo, no DevOps.

366k+⭐ OpenClaw on GitHub
<5minutes to launch

Sound familiar?

What's eating your time

Writing SQL queries takes time, and documenting the logic takes even longer

Translating business questions into concrete analysis plans requires multiple meetings and clarifications

Findings reports that non-technical stakeholders can understand have to be rewritten for every audience

Data dictionaries and metric documentation go stale and are never kept current

Preparing results presentations for management takes time away from the actual analysis

What AI Assistant for Data Analysts teams do every day

Drafting analysis plans for business questionsDocumenting complex SQL queriesWriting findings reports for non-technical audiencesCreating and maintaining data dictionariesPreparing analysis results presentationsFormalizing metric definitionsAnswering stakeholder questions about methodology
Capabilities

What your AI agent can do

Analysis Plan Drafting

Translate business questions into structured analysis plans with hypotheses, data sources, metrics, and expected outputs.

SQL Query Documentation

Explain complex SQL query logic in plain language, add inline comments, and prepare team-readable documentation.

Findings Report Writing

Turn technical analysis results into structured findings reports for non-technical audiences with clear takeaways and recommendations.

Data Dictionary Generation

Create and maintain data dictionaries with table descriptions, field definitions, data types, relationships, and business definitions.

Stakeholder Presentation Drafting

Prepare structured narratives for analysis results presentations with key insights and actionable recommendations for management.

Metric Definition Documentation

Formalize metric definitions with calculation formulas, data sources, refresh schedules, and interpretation examples.

Subagents

AI subagents OpenKlo can create for you

OpenKlo proposes role-specific subagents based on your activity and connected tools.

Analysis Planner

Translates business questions into structured analysis plans with hypotheses and data sources

  • Draft an analysis plan: why did conversion drop in June?
  • Define metrics and data sources for a customer churn analysis
  • What hypotheses should we test to explain the AOV increase?
telegram
notion
google-drive
Report Writer

Turns technical analysis results into readable findings reports with conclusions and recommendations

  • Write an A/B test results report for the product team
  • Prepare a sales funnel analysis summary for the CEO
  • Format these cohort analysis findings for a non-technical audience
telegram
google-drive
gmail
Query Documenter

Documents SQL query logic, adds comments, and prepares team-readable documentation

  • Document this LTV calculation SQL query
  • Add comments and describe the business logic of each CTE
  • Create a README for this financial reporting SQL query set
telegram
notion
google-drive
Presentation Drafter

Prepares structured presentation narratives for analysis results delivered to management

  • Write a quarterly analysis results presentation narrative for the board
  • Structure key insights and recommendations from this report
  • Prepare an executive summary for the weekly dashboard review
telegram
google-drive
gmail

Approval-based execution

OpenKlo suggests helpers matched to your data analysis work. Sending reports to stakeholders, publishing documentation, and any external action require your explicit approval — the agent works as your draft engine, not an autopilot.

Works with your tools

Telegram
Notion
Google Drive
Gmail
Google Calendar
Browser
How it works

Get started in a few steps

1

Sign up and connect your tools

Create your OpenKlo account, pick the $19/mo plan, and connect Notion, Google Drive, and Telegram via OAuth.

2

OpenKlo recommends helpers for your workflow

Based on your activity, OpenKlo suggests activating: analysis planner, report writer, query documenter, and presentation drafter.

3

Describe a business question in Telegram

Send a business question or task — the agent asks clarifying questions and prepares a structured analysis plan with hypotheses and data sources.

4

Get a document or report draft

Upload analysis results or a SQL query — the agent creates a readable findings report or query documentation.

5

Prepare a management presentation

Ask the agent to turn technical findings into a presentation narrative — it structures key insights and recommendations.

6

Review and approve before sending

All documents wait for your explicit approval. The agent never sends reports or presentations to stakeholders without your command.

7

Keep the data dictionary current

Tell the agent about data structure changes — it updates descriptions, adds new fields, and captures business definitions.

FAQ

Frequently asked questions

The agent helps document and explain SQL logic and can suggest query structure from your description. For production queries, always review and test results yourself — the agent does not have direct access to your database.

Related pages

Launch your AI Assistant for Data Analysts in 3 minutes

OpenKlo creates role-specific subagents for your workflow. No VPS, no DevOps — live in your browser in minutes.

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