Automate corporate training requests and approvals with AI

AI reviews training requests against your budget and catalog, then routes approvals automatically.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4) · Simple Merge (5)

flowchart TD trig(("employee submits training request")):::human s0["check department budget"]:::task s1["match request to catalog"]:::task s2["score business impact"]:::task trig --> s0 s0 --> s1 s1 --> s2 gx{"× approve automatically or escalate"}:::gate s2 --> gx p00["approve request"]:::task gx -->|"clear approval"| p00 p10["route to manager with recommendation"]:::task gx -->|"needs judgment"| p10 jn{"○ outcome notified"}:::gate p00 --> jn p10 --> jn jn --> out out[/"request approved or escalated"/]:::out pay{{"faster fairer training decisions"}}:::pay 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 stepA personOne path onlyPaths rejoinResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsEmail AutomationSpreadsheet & Database OpsEducation & Training
Connects
JotformGoogle SheetsGmailOpenAI

The problem it solves

Training requests come in ad hoc, and figuring out whether they fit the budget, match a real skill gap, or are worth the cost falls on whoever has time to dig through it. Requests sit waiting for approval while managers try to judge value without good context.

Who it fits

An L&D or people-ops team managing employee training requests and budgets.

How it works

  1. An employee submits a training request through a form
  2. The system checks the department's remaining training budget
  3. AI matches the request to your course catalog and scores the fit
  4. AI assesses business impact and cost, then either approves it automatically or routes it to a manager with its recommendation
  5. The employee and manager both receive a notification with the outcome
What you get

Routine training requests cleared instantly

You get training requests checked against budget and course catalog right away, with clear recommendations sent straight to the right manager.

What you get

A logged, AI-reviewed training request with a budget check, course match, and either an approval or a manager notification.

What you need

A Jotform account, a Google Sheets account, a Gmail 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

Related automations

Back to the AI Playbook