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DiscArc

Course equivalency software

Know if two courses are truly equivalent.

Course equivalency software decides whether a course taken elsewhere is equivalent to one of yours, for credit, for prerequisites, and for the degree. DiscArc builds a course’s academic fingerprint, what it covered, at that institution, in that year, for that program, then proposes a match with a confidence score and the evidence behind it for reviewer confirmation.

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Built for transfer admissions, registrars, academic evaluators, and institutions that need speed without sacrificing policy control.

Follow the arc
What most vendors say

“We automate transcript processing.”

A lookup against a static table: fast, until a catalog shifts, a code changes, or a course quietly means something different than it did three years ago.

What DiscArc owns

We turn transcript intelligence into transfer-credit intelligence.

Academic context applied to the most painful part of transfer admissions: disconnected course histories become trusted, auditable credit decisions.

Not basic transcript parsing. Academic intelligence applied to transfer credit.

Why it's different

Course identity, not just course titles

Traditional articulation tools
DiscArc
Title match against a known list
Reasoning over course identity, history, and program context
No way to explain the call
A confidence score plus the evidence behind every match
Replaces or sidelines reviewers
Prepares and ranks so reviewers decide faster, in control

DiscArc doesn’t just accelerate articulation. It upgrades the institution’s memory of articulation.

Built for accountable decisions

Every suggestion must be explainable. Every decision must be traceable.

Transfer-credit decisions affect degree progress, financial aid timing, and student trust. DiscArc is designed around controlled recommendations, human review, and clear audit trails.

1
Suggestion
DiscArc presents ranked recommendations with confidence and evidence.
2
Review
A reviewer inspects the recommendation before any action is taken.
3
Confirmation
Accept, override, search, classify elective credit, or escalate.
4
Policy check
Tenant thresholds, equivalency rules, and escalation paths apply.
5
Export
Structured, auditable outputs flow to downstream systems.
6
Audit
Every suggestion, confirmation, override, and note is preserved.
Human-in-command review: institutions define when suggestions can be batch-confirmed and when review is required.
Tenant-scoped configuration of policy thresholds, equivalency rules, and reviewer roles.
Audit-ready decision history for every suggestion, override, and rejection.
No casual black-box output: confidence, explanation, and evidence are always shown.
Privacy-conscious intelligence handled within governed data boundaries.
Public trust copy
“DiscArc presents recommendations. Institutions define when suggestions can be confirmed, when review is required, and when escalation is mandatory.”

Questions, answered

What teams ask before they adopt DiscArc.

Course equivalency software decides whether a course taken elsewhere is equivalent to one of yours, for credit, for prerequisites, and for the degree. DiscArc builds a course’s academic fingerprint, what it covered, at that institution, in that year, for that program, then proposes a match with a confidence score and the evidence behind it for reviewer confirmation.

DiscArc reasons about the course rather than matching a title against a table it has seen before. It weighs course identity, course history, and program context, ranks the recommendation by confidence, and routes it for a reviewer to confirm, so the equivalency call is explainable, not a guess.

Course equivalency is the course-to-course decision of whether X is equal to Y. Articulation is the agreements, tables, and policy that govern how a partner institution’s courses map into your catalog at scale. DiscArc powers both, and we keep a separate course articulation software page so each angle stays distinct rather than competing.

Yes. Every recommendation carries a confidence score and its evidence, and a reviewer confirms the call. The full decision history is preserved, so an equivalency decision can be inspected and defended later.

No. DiscArc prepares, ranks, and explains equivalency recommendations, and the institution’s reviewers make the final call inside a cockpit built for the work. It is built to help experts move faster, not to remove their judgment.

Course equivalency is one decision inside the academic mobility intelligence layer. DiscArc builds on validated transcripts from Airr Core and connects to TransferMe, so equivalency reasoning is part of a connected system from transcript to enrollment rather than a standalone lookup.

From transcript to trusted credit.

Turn transfer credit from a bottleneck into an advantage.

DiscArc helps institutions evaluate coursework faster, explain decisions clearly, preserve institutional knowledge, and improve the transfer student experience.

Explore Airr 3.0

Confidence-ranked · Explainable · Audit-ready