Seyir
Academic planning infrastructure

Degree planning that survives reality.

Seyir turns a student’s goals and institution-controlled academic records into a complete semester plan—then verifies every hard rule before that plan can be shown.

See the planning flow Explore a university pilot
01

AI proposes. Rules verify.

Product illustration
Plan workspace Prototype
Student goal

“Keep next spring lighter without delaying my path.”

Balanced load
Complete path 8 semesters
Plan total 120 credits
Rule audit Verified
01Fall 2026
15 credits
CS 210Data Structures4
MATH 241Calculus III4
CORE 220Writing & Inquiry3
02Spring 2027
12 credits · lighter
CS 260Computer Systems4
STAT 210Applied Statistics3
6 more verified semesters
14 checks passedPrerequisites · totals · offerings

Built for a harder standard

A plan that sounds plausible is not enough.

Complete path Deterministic audit Plan worth reviewing
The product

One planning flow.
Two kinds of intelligence.

Generative AI can reason across goals and tradeoffs. Academic rules demand exactness. Seyir gives each the job it is suited to do—and refuses to blur the boundary.

A

Student goals

Plain-language preferences for pace, workload, timing, and priorities.

  • “Make spring lighter”
  • “Protect my graduation date”
B

Institution-controlled records

A governed snapshot of the facts the plan must respect.

  • Program and catalog rules
  • Course history and exceptions
Seyir planning engineComplete path required
01
Generative reasoning

Author a semester-by-semester path

Propose
02
Deterministic evaluation

Check the plan against academic rules

Verify
Only valid output continuesA complete, verified semester plan

Invalid after repair? The schedule is withheld—not softened into a suggestion.

How it works

From intent to a plan that can be checked.

A single request becomes an auditable planning result in three deliberate moves.

  1. 01

    Freeze the facts

    Seyir starts from an authorized, versioned snapshot of the student’s program, academic history, catalog, offerings, and approved exceptions.

    Institutional truth stays in control.
  2. 02

    Author the full path

    The planning model interprets the student’s goal and proposes every remaining semester—not just the next handful of courses.

    Tradeoffs are considered across the degree.
  3. 03

    Prove or withhold

    Deterministic code evaluates hard constraints. One structured repair is allowed; if the plan still fails, no schedule is returned.

    A failed check never becomes a student-facing plan.
Built for the planning table

A clearer plan for every person around it.

Seyir is being developed as shared planning infrastructure: useful to students, reviewable by advisors, and governable by institutions.

01

For students

Turn a real-life goal into a complete path—and see workload, credits, and progress in context.

  • Ask in plain language
  • See every remaining semester
  • Understand tradeoffs earlier
02

For advisors

Start the conversation with a structured, checked proposal instead of an empty worksheet.

  • Review clear planning assumptions
  • Spot warnings and exceptions
  • Spend time on judgment, not assembly
03

For universities

Explore an AI planning experience without handing academic authority to a language model.

  • Keep source records governed
  • Pin versioned academic rules
  • Fail closed when facts are incomplete
Verification & guardrails

The model is the author.
It is never the authority.

A language model can assemble and revise the path. The institution’s published facts and Seyir’s deterministic evaluator decide whether that path is valid enough to display.

  • Authorized inputs only

    The browser does not invent transcript or degree facts for the planning authority.

  • Immutable planning snapshot

    Each result is checked against one pinned set of academic facts.

  • Fail-closed output

    Unknown, stale, or contradictory rules stop the plan instead of being guessed through.

Deterministic plan audit
RUN 0184
SnapshotCATALOG · 2026–27
ScopeCOMPLETE PATH
  • Course identityNo unknown or duplicate courses
    PASS
  • Requisite sequencePrerequisites and corequisites satisfied
    PASS
  • Term availabilityKnown offerings respected
    PASS
  • Degree coverageRequirement totals and allocations complete
    PASS
RESULTVALID · DISPLAY PERMITTED

If any required check remains invalid:
PLAN WITHHELD · NO SCHEDULE RETURNED

Important boundary

Seyir supports planning and advising conversations. It is not an official degree audit, enrollment decision, course registration system, or substitute for institutional approval.

Prototype · Pilot stage

Build the planning layer your students can actually reason with.

Seyir is seeking thoughtful pilot conversations with institutions that want to explore verified, student-centered degree planning—without overstating what AI should decide.

Explore the product Review the guardrails
A focused pilot can examine

  • Institutional data fitCatalog, program rules, student records, and versioning.

  • Planning experienceStudent goals, advisor review, and complete-path clarity.

  • Verification behaviorRule coverage, failure modes, provenance, and handoffs.

Start narrow. Validate honestly. Expand deliberately.