Turn messy spreadsheet entries into clean LEDGERS contact records

Reads unstructured contact details from Google Sheets and uses AI to create clean, accurate contact records in LEDGERS.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig[\"new row added to sheet"\]:::trigdata s0["extract contact details with ai"]:::svc s1["validate extracted data"]:::task s2["create contact record"]:::svc trig --> s0 s0 --> s1 s1 --> s2 out[/"clean contact record created"/]:::out pay{{"accurate records without manual typing"}}:::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
Advanced

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

Business functions
AI Agents & Autonomous SystemsEmail AutomationSpreadsheet & Database Ops
Connects
Google SheetsLEDGERSOpenAIGmail

The problem it solves

Copying customer or vendor details from messy notes, forms, or emails into your accounting system eats up time you don't have. A single typo in a name or phone number can mean a wrong invoice or a missed follow-up.

Who it fits

Small businesses using LEDGERS for invoicing and accounting who collect contact details from multiple sources.

How it works

  1. A new row of contact details appears in Google Sheets
  2. AI reads the unstructured text and pulls out the name, email, phone, and other details
  3. The automation checks the extracted data for accuracy
  4. It creates the contact as a new record in LEDGERS
Quick estimate

What it is worth to you

Your numbers, your hourly cost. We add nothing hidden.

per week
minutes
$ per hour
0Hours freed per month
0Value per year at your hourly cost

Assumes freed hours go to other work and that the extracted contact details are accurate enough not to need routine correction.

What you get

A new, correctly formatted contact record in LEDGERS.

What you need

A Google Workspace account, a LEDGERS account, and an OpenAI API key.

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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