Turn a spreadsheet into a ready-to-use database schema

Uploads a CSV or Excel file and gets back a validated database schema with SQL scripts and diagrams.

How the work actually flows

It repeats. Repeats revise schema if invalid.

Pattern: Structured Loop (21)

flowchart TD trig(("user uploads spreadsheet file")):::human s0["clean and profile data"]:::task s1["design schema with ai"]:::svc s2["validate schema against data"]:::task s3["generate sql and diagrams"]:::task trig --> s0 s0 --> s1 s1 --> s2 lp{"schema passes validation"}:::gate s2 --> lp lp -. "revise schema if invalid" .-> s1 lp -->|"finished"| s3 out[/"validated schema with sql and diagrams"/]:::out pay{{"database ready without manual design work"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepAn outside serviceA personRepeat or finishResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsDocument Processing & OCRAPI & Webhook Integration
Connects
OpenAI

The problem it solves

Designing a database schema from a raw spreadsheet means figuring out data types, keys, and relationships by hand, and getting it wrong causes problems later. Even experienced teams spend hours on this before they can start building anything.

Who it fits

A developer, data team, or founder who needs a database built from existing spreadsheet data.

How it works

  1. A CSV or Excel file is uploaded to start the process
  2. The data is cleaned, profiled, and checked for likely keys and relationships
  3. AI designs a normalized schema with proper data types and constraints
  4. The proposed schema is validated against the real data and revised automatically if it doesn't hold up
  5. SQL scripts, a diagram, and a data dictionary are generated and returned
What you get

A database schema ready to deploy

You get a validated database schema, SQL scripts, and diagrams built straight from your spreadsheet.

What you get

A validated database schema with SQL setup scripts, an ERD diagram, and a data dictionary.

What you need

An OpenAI API account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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