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DiscArc

Course articulation software

Articulation that stays current at scale.

Course articulation software turns articulation agreements and policy into living course mappings at registrar scale. DiscArc maps courses with policy awareness and course-history context, ranks each mapping by confidence, and gives your team a cockpit to confirm, review, or escalate, so articulation scales without losing institutional control.

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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

Static agreements age. Reasoning keeps up.

Traditional articulation tools
DiscArc
A table is only as good as the day it was written
Mappings reason about the course, even as catalogs change
Manual upkeep across thousands of pairs
Policy-aware mappings at registrar scale, ranked by confidence
Policy lives in a binder
Policy stays with the institution and every decision is traceable

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 articulation software turns articulation agreements and policy into living course mappings at registrar scale. DiscArc maps courses with policy awareness and course-history context, ranks each mapping by confidence, and gives your team a cockpit to confirm, review, or escalate, so articulation scales without losing institutional control.

Articulation agreements are only as good as the day they were written. Courses change, catalogs change, and a static table cannot keep up. DiscArc treats articulation as living logic that reasons about each course, so a mapping holds up even when a code changes or a course quietly means something different than it did three years ago.

Articulation is about agreements, tables, and policy at registrar scale: how courses from a partner institution map into your catalog. Course equivalency is the course-to-course decision of whether one course is truly equal to another. DiscArc powers both, and we keep a separate course equivalency software page for the decisioning angle so each stays distinct.

Yes. DiscArc presents confidence-ranked mappings and the institution defines when a mapping can be confirmed automatically, when review is required, and when escalation is mandatory. Policy stays with the institution, and every decision is traceable.

Yes. DiscArc is the articulation and equivalency layer inside Airr, the academic mobility intelligence layer. It builds on validated records from Airr Core and connects to TransferMe, so articulation is one connected part of student mobility rather than an isolated tool.

Yes. DiscArc preserves the full decision history with the evidence behind each mapping, so institutions can explain and defend articulation decisions long after they are made.

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