Automatically categorize YNAB transactions and get Discord alerts

AI reviews your uncategorized YNAB transactions, assigns the right budget category, and pings your team in Discord.

How the work actually flows

A straight line. Runs once per each uncategorized transaction.

Pattern: Sequence (1) ยท Multiple Instances without Synchronization (12)

flowchart TD trig(["scheduled check for transactions"]):::trigtime s0["find uncategorized transactions"]:::task s1[["AI assigns category"]]:::mi s2[("update budget records")]:::store s3["post summary to Discord"]:::svc trig --> s0 s0 -->|"one per each uncategorized transaction"| s1 s1 --> s2 s2 --> s3 out[/"categorized transactions with a summary"/]:::out pay{{"accurate budget without manual sorting"}}:::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
Starts itA stepAn outside serviceRuns once per itemA record or sheetResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsMessaging & Notifications
Connects
YNABOpenAIDiscord

The problem it solves

You spend time each week manually sorting through bank transactions and deciding which budget category they belong to. Miscategorized spending makes your budget reports inaccurate and hides where your money is really going.

Who it fits

A small business owner or household budgeter who manages finances in YNAB and wants categorization done automatically.

How it works

  1. Runs on a schedule to check for new uncategorized transactions
  2. AI reviews each transaction and assigns the most likely budget category
  3. Categorized transactions are updated directly in your budget
  4. A summary of what changed is posted to your Discord channel
What you get

Transactions categorized without touching a dropdown

You get every uncategorized transaction reviewed and filed into the right budget category automatically, with a summary posted to your team.

What you get

Automatically categorized transactions in your budget, plus a summary notification.

What you need

A YNAB account with API access, an OpenAI API key, and optionally a Discord 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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