Open Campus Advisor
Advising intelligence for students & platforms

An advising intelligence layer for courses, majors, faculty, and careers.

Open Campus Advisor translates goals like “pre-med,” “AI policy,” or “economics researcher” into grounded academic pathways — using real courses, majors, faculty, and career data across 120+ active US colleges and universities.

120+

Active schools

60 min

Data refresh cycle

35,000+

Faculty profiles

15,000+

Active NIH grants

How it works

01

Ask naturally

Tell Claude or ChatGPT what you're trying to figure out — a goal, a career, a major, or a school. No search filters, no dropdown menus — just a question.

02

The graph connects

OCA interprets your goal through an Academic Intent Graph and Major Ontology — resolving 'pre-med' to bounded biology, chemistry, and neuroscience pathways — then traverses live course data, faculty research, degree requirements, and career outcomes across 120+ active schools.

03

Navigate your path

Get a grounded answer, not a guess. Every result traces back to real institutional data, faculty profiles, NIH grant records, or career outcome data. Ask follow-up questions to go deeper.

Student goals → grounded pathways

Most students don't arrive with a declared major. OCA interprets goal language through an Academic Intent Graph and Major Ontology, mapping it to bounded, explainable academic pathways grounded in real institutional data.

Student goal
Academic Intent Graph
Major Ontology
Courses · Faculty · Careers

"pre-med"

biology · chemistry · neuroscience · public health

"economics researcher"

economics · econometrics · statistics / math

"AI policy"

CS / data science · public policy / STS

"environmental justice"

environmental studies · public policy · sociology / urban studies

Broad questions stay focused. OCA starts with relevant schools, then expands when users need full coverage.

What students ask

Planning & fit

I scored 5 on AP Calculus BC and 4 on AP Chemistry — how much credit do I get at MIT?
Which of these schools is the best academic fit for my background in environmental science?
Map out my next 3 semesters as a sophomore CS major at Cornell.

Path & career

I want to work in climate policy — which of these schools is strongest for that path?
What would my academic path look like if I want to become an ML engineer?
What does a climate policy analyst actually earn, and which majors lead there?
I'm choosing between Stanford and MIT for CS — what are the curriculum and research differences?

Academics

What CS courses can I take as a freshman this fall?
What are the prerequisites for CPSC 365 at Yale?
Show me all first-year seminars related to climate or the environment.

Research

Which CS professors at MIT do machine learning research?
I'm interested in neuroscience — which professors at Columbia should I approach?
Which BIOL faculty have active NIH grants right now?
What research is happening in Notre Dame's theology and global affairs departments?

What it knows

Course catalog

Search live course catalogs by topic, department, or instructor across 120+ active schools. Get prerequisites, enrollment data, gen-ed requirements, and first-year seminars — current as of today.

What can I take as a freshman in the CS department?

Which courses fulfill the quantitative reasoning requirement?

Faculty & research

Find professors by research topic, see their active NIH grants, recent publications with citation counts, and lab opportunities. Compare research strength across top US colleges and universities simultaneously.

Who at Stanford studies large language models?

Which BIOL faculty have active NIH grants?

Degree requirements

Real major requirements — not approximations. CS, Economics, History, Biology, Political Science, Philosophy, and dozens more, curated from official catalogs and kept current. Covers open curriculum schools, distribution requirements, and core programs.

What courses do I need for the CS major at Brown?

How do MIT and Stanford differ in their CS requirements?

Academic paths, fit scoring & multi-term planning

Navigate from a career goal backwards to majors, courses, and professors — or forward from a major to see where it leads. Score your academic profile against a school's curriculum to find genuine academic fit (not admissions likelihood). Generate a multi-semester course sequence from your major and completed coursework. Salary ranges, job outlook, and NSF-funded summer research grounded in real data.

What major and courses lead to climate policy work?

Which school's CS curriculum fits my background best?

Map out my next 4 semesters as a junior Environmental Studies major.

AP/IB credit articulation

See exactly which AP and IB exam scores earn credit at specific schools, which requirements they satisfy, and how much of a head start you already have before day one. 30 covered schools including Yale, MIT, Columbia, Brown, Stanford, Cornell, Penn, Dartmouth, Notre Dame, Swarthmore, and Oberlin — partial coverage, expanding.

I scored 5 on AP Calc BC — what credit does that earn at MIT?

How many gen-ed requirements can I skip at Yale with my IB scores?

Architecture

Built on real academic infrastructure, not generic AI.

Open Campus Advisor connects live course catalogs, faculty research, and career pathways into guidance students can actually use.

01

Source systems

  • REST APIs
  • XML feeds
  • FOSE catalogs
  • Academic bulletins
  • OpenAlex
  • NIH grant DB
02

Provider adapters

  • 128 implementations
  • 7 adapter families
  • WAF bypass
  • Snapshot cache
  • DB-first serving
03

Graph enrichment

  • course → skill
  • major → career
  • faculty → topic
  • 344 curated majors
  • 62 careers
04

Student context

  • Academic profile
  • Completed courses
  • Career targets
  • Year + constraints
  • Mode 2 B2B
05

Outputs

  • Academic path
  • Fit scoring
  • AP/IB credit
  • Career outcomes
  • Research match

Provider ecosystem

Hover a school to see its adapter family.

CourseLeaf FOSE
CourseLeaf WAF
REST / XML API
Acalog CX
Custom

— hover a school

+103 more →

122

Active schools

128

Provider implementations

344

Curated majors

62

Mapped careers

21

MCP tools

7

Adapter families

For colleges & universities

Connect your campus

Any college or university with a public course catalog can be connected. Students get live course search, faculty research, degree requirements, and career navigation — through Claude or ChatGPT, no new app required.

Every query is logged anonymously. Your institution sees what students are actually exploring — trending topics, popular departments, common career paths.

Bring it to your campus →

For platforms

If your platform already owns the student relationship — Scoir, Naviance, College Board, a counseling tool — OCA is the advising intelligence layer. Send a messy student goal; get back a bounded, explainable academic pathway grounded in real institutional data.

Answer the questions your current stack can't:

  • What academic path fits this student's goal, and which schools should I query?
  • Which schools are academically strong fits for this student?
  • How much AP/IB credit head start does this student have?
  • What should this student take over the next few terms?
POST /api/v1/fit
POST /api/v1/credit-articulation
POST /api/v1/plan
See integration docs →