Match university courses to real graduate job market data

Analyzes course syllabi and graduate employment trends with AI to show exactly where your curriculum needs updating.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig(("administrator requests curriculum review")):::human s0[("gather course and job data")]:::store s1[("build searchable knowledge base")]:::store s2["compare courses to job market"]:::svc s3["identify curriculum gaps"]:::task s4["deliver analysis report"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 s3 --> s4 out[/"curriculum gap analysis report"/]:::out pay{{"data driven curriculum updates"}}:::pay s4 --> 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
A stepAn outside serviceA personA record or sheetResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsKnowledge Base & RAGDocument Processing & OCRResearch & Market IntelligenceEducation & Training
Connects
OpenAIPinecone

The problem it solves

You know your course catalog is due for an update, but comparing every syllabus against what employers are actually hiring for is a massive manual project. By the time a formal review happens, the data is already out of date.

Who it fits

Academic administrators and curriculum committees at colleges and universities.

How it works

  1. Course syllabi, enrollment numbers, and graduate employment data are gathered together
  2. The system builds a searchable knowledge base from all of it
  3. AI compares current course content against real job market demand
  4. Gaps between what's taught and what employers want are identified
  5. You receive a structured analysis you can use for curriculum decisions
What you get

Curriculum gaps mapped directly to employer demand

You get a clear picture of where your course content lines up with what employers are actually hiring for.

What you get

A structured curriculum analysis report highlighting outdated content and industry-aligned recommendations.

What you need

An OpenAI account and a vector database subscription such as Pinecone.

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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