Shrink the data you send to AI tools to cut token costs

Automatically compresses structured data before it's sent to an AI model, cutting the cost of each request.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"structured data submitted"]:::trig s0["rewrite data into compact format"]:::task s1["strip unnecessary repetition"]:::task s2["return compressed data and savings report"]:::svc trig --> s0 s0 --> s1 s1 --> s2 out[/"compressed data with savings report"/]:::out pay{{"lower AI token costs"}}:::pay s2 --> 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
Starts itA stepAn outside serviceResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
General Automation
Connects
OpenAI

The problem it solves

If your business sends spreadsheets or database records to an AI tool for analysis or automation, you are paying for every character in that data. Bulky, repetitive formatting quietly inflates your AI bill and slows things down.

Who it fits

A business running AI-powered tools or automations that process large amounts of structured data.

How it works

  1. You send in a block of structured data such as a list of records
  2. The system rewrites it into a compact, table-style format
  3. It strips out unnecessary repetition and formatting
  4. It returns the compressed data along with a report of how much was saved
What you get

Tokens shaved off every AI request

You get your structured data automatically compressed before it reaches your AI tools, keeping every request lean.

What you get

A compressed version of your data, ready to send to an AI tool, plus a summary of the savings.

What you need

No external accounts are needed; it works with data you already have.

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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