Send personalized interview prep guides to every candidate

Turns a list of shortlisted students and a job description into a personalized prep guide emailed to each one.

How the work actually flows

A straight line. Runs once per one per shortlisted student.

Pattern: Multiple Instances without a priori Run-Time Knowledge (15)

flowchart TD trig>"shortlist and job submitted"]:::trig s0[["compare profile to job"]]:::mi s1["ai writes personalized report"]:::task s2["convert report to pdf"]:::task s3["email guide and mark complete"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"personalized prep guide delivered"/]:::out pay{{"every candidate gets tailored coaching"}}:::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 stepRuns once per itemResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsEmail AutomationDocument Processing & OCRSpreadsheet & Database OpsSurvey & Feedback
Connects
Google SheetsGmailOllamaAPITemplate.io
Featured in

The problem it solves

Preparing every shortlisted candidate for interviews with tailored guidance takes far more time than a placement team has. Most students end up with generic advice instead of prep that speaks to the specific role and their own gaps.

Who it fits

College placement cells and campus recruiting teams preparing many candidates for interviews at once.

How it works

  1. A list of shortlisted students and a job description are submitted together
  2. Each student's profile is compared against the job requirements
  3. AI writes a personalized report covering strengths, gaps, likely questions, and a study plan
  4. The report is turned into a formatted PDF
  5. Each student receives their guide by email, and their record is marked complete
What you get

Prep guides tailored to every candidate

Every shortlisted student receives a personalized interview prep guide covering their strengths, gaps, likely questions, and a study plan matched to the job.

What you get

A personalized, print-ready interview prep guide delivered to every shortlisted student's inbox.

What you need

A self-hosted AI model, a document generation account, a Google Sheets account, and an email 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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