OntoPoc

OntoPoc is an agent app that drafts a business data model from spreadsheets or documents and checks it against the data, for data platform consultants.

What it is good for

  • Drafting a data model from a set of business spreadsheets
  • Checking a proposed data structure against the actual rows
  • Listing questions to confirm with a client about messy data
  • Turning a process document into an organization chart

At a glance

Who it is for
Setup
Guided command-line setup

Level 4 of 5. You copy and paste commands into a terminal by following the instructions. Comfortable territory for vibe coders.

Cost
Not stated
Type
Agent app
Tasks
Works with
Claude Code, Codex, DeepSeek, pandas, DuckDB, Excel

Momentum

Rank this week
Not ranked yet
Best rank
None yet
GitHub stars
172

GitHub numbers as of Nov 2, 2026. Updated weekly.

129 152 175 Oct 29, 2026 Nov 2, 2026
GitHub stars for OntoPoc: 132 on Oct 29, 2026, 172 on Nov 2, 2026. Source: GitHub.

Questions

Do I need to know how to code to use OntoPoc?
You do not need to write code, but setup means copying and pasting commands into a terminal by following its instructions.
What does OntoPoc work with?
According to its own documentation, it works with Claude Code, Codex, DeepSeek, pandas, DuckDB, and Excel.
What is OntoPoc good for?
Drafting a data model from a set of business spreadsheets, checking a proposed data structure against the actual rows, listing questions to confirm with a client about messy data, and turning a process document into an organization chart.

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Last updated Nov 2, 2026. Tracked since Oct 29, 2026. Parts of this summary required judgment because the source material was brief. The summary was written by an AI model from the project's own description and checked against our copy rules. Spotted an error? Tell us.