Enroll AI - Reads, decides, recommends — in seconds
Faster admissions decisions. Higher enrollment yield.
Firmli’s Enrollment AI reads every applicant document, applies your institutional rules, and drafts each decision in seconds.
100%
Application coverage — every file reviewed
<60 sec
Average decision time per applicant
Up to 38%
Projected yield uplift (modeled with partners)
99.9%
Decision compliance against your criteria
The case for change
Admissions teams were not built for manual scale.
Disconnected tools, manual reviews, and delayed handoffs leak yield across every stage of the funnel.
Slow offer turnaround.
Reviews stretch into weeks while applicants compare offer speed across institutions in real time.
Counselor overload.
Document chasing and status updates consume the hours that should drive conversion conversations.
Yield quietly disappears.
Slow decisions and broken handoffs leak qualified candidates long before deposit deadlines arrive.
No live funnel visibility.
Leadership sees the cycle only after it has closed — too late to move the number.
Why speed wins
The modern applicant applies to multiple institutions in a single weekend — and commits to the first university that responds with confidence.
For every 100 students who inquire about your programs, fewer than 10 will actually enrol. The other 92 don’t disappear because your team is slow. They disappear in the gaps between systems.
Your strongest candidate is already several inboxes ahead of wherever your review queue currently sits.
Admissions is no longer only about evaluation. It is now about who replies first — and whether that response feels personal enough to accept.
The solution
One system for the full enrollment lifecycle.
Enrollment AI compresses decision cycles by centralizing applicant intelligence, eligibility, offer drafting, and counselor routing into a single operating layer.
Decisions drafted. Workflows orchestrated. Outcomes audited.
The platform reads every applicant document, applies your eligibility framework deterministically, and drafts the recommendation with rationale — ready for one-click counselor approval.
Encodes your handbook into a single source of policy truth.
Decisions in seconds, with rule-by-rule traceability.
Routes the right cases to the right counselors automatically.
How it works
Capture . Evaluate . Recommend.
Enrollment AI turns your admissions criteria into a live operating model — including the judgment and exceptions that often exist only with experienced evaluators. The result is a system your team can oversee, validate, and trust. Built for each institution, fully auditable, and consistent at scale. while your team focuses on cases that need human judgement.
STEP 01 . Capture
Bring every criteria and logic into one place.
Admissions logic is often spread across people, spreadsheets, policy files, and internal knowledge. We work with your team to map the full framework — including score thresholds, prerequisite subjects, country equivalencies, and special exceptions — and organize it into one shared source of truth for the institution.
STEP 02 . Evaluate
AI reads the files. Your policies make the call.
Transcripts, certificates, personal statements, and test results are processed by AI trained to understand global academic credentials. Every data point is extracted and checked against your admissions framework. Consistent inputs lead to consistent outcomes, while uncertain cases are sent to your team for review.
STEP 03 . Recommend
Instant recommendations with complete transparency.
Accept, Conditional, Missing Information, Reject, or Refer. Every recommendation includes a clear explanation and a traceable decision path showing which rules were applied and how they connect to the submitted documents. Your team stays in control of every final decision.
Analytics
See tomorrow's intake today.
Forecast yield, identify bottlenecks, and optimize decision velocity from one executive dashboard.
ROI calculator
Model the impact
on your institution.
Adjust the inputs to see the throughput, savings, and additional enrolled students Enrollment AI delivers — anchored to your numbers, not industry averages.
Saved
Saved / yr
auto-drafted
Why Firmli
Why universities
choose Firmli.
Firmli is purpose-built for higher education. Unlike generic CRMs or stitched-together point tools, Firmli unifies recruitment, admissions, conversion, and operations inside one ecosystem.
Faster implementation. Cleaner data. Better student outcomes — without the integration debt.
Explainable AI
Every decision comes with clear rationale and confidence.
Built on your criteria and logic
You define the criteria. AI applies them consistently.
Enterprise-ready
Security, compliance, audit trails, and role-based access.
Outcomes you can model
Validated with launch partners. Modeled against your historical cycles.
Built for the enterprise
Enterprise-ready
from day one.
Security, compliance, and operational controls institutions expect from the platform their admissions desk runs on.
Secure deployment
Encryption in transit and at rest. Hardened tenants. Least-privilege throughout.
Role-based permissions
Granular controls across counselors, evaluators, registrars, and leadership.
Full audit logs
Every recommendation traceable to a rule, a document, and a timestamp.
Multi-campus support
Distinct policies per faculty, school, or campus — central oversight, local autonomy.
Regional compliance
Data residency in EU, UK, US, AU. Aligned with GDPR, FERPA, and SOC 2.
Fast onboarding
Two to four weeks from kickoff to live recommendations on your data.
We weren’t slow because our team was slow. We were slow because each application crossed five systems before someone could decide. Moving to Enrollment AI inside Firmli collapsed that into one workflow. Now we send credible offers the same day applications arrive — and our enrolled cohort grew 34% in the first cycle.
Dr. Eleanor Vance
VP Enrolment · Global University Group
Frequently asked
Honest answers, before you ask.
The questions admissions teams, IT, and faculty raise in the first thirty minutes of a call.
A purpose-built AI for student admissions and enrolment, native to the Firmli platform. It reads every application, drafts a recommendation against your criteria, runs the full multi-channel student follow-up, and carries each accepted student through to deposit and enrolment. One AI, one workflow — covering the entire enrolment funnel, not just the decision step.
Native. Enrollment AI shares one data model with Marketli (campaigns and lead capture), Workli (CRM and applications), Colabli (counsellor collaboration), Payli (deposits and tuition), Agentli (recruitment-agent workflows), and FAI (the Firmli AI assistant). One applicant, one record, one workflow — across the entire funnel.
No. Enrollment AI works as a standalone product alongside your existing CRM, SIS, and communication tools — it has open APIs and prebuilt integrations for the major platforms. The deeper benefit comes when you bring more of the funnel into Firmli, but you can start anywhere and grow into it.
A CRM with AI features still lives next to your review tool, your messaging app, your finance module. Each handoff is a leak. Enrollment AI doesn’t add a feature — it removes the handoffs. Reading documents, deciding cases, talking to applicants, and tracking deposits all happen in one workflow, on one record.
Native coverage of 100+ countries and credential systems. Supported documents include academic transcripts, degree certificates, English-test reports (IELTS, TOEFL, PTE, Duolingo), GMAT and GRE scores, passports and national IDs, statements of purpose, and references — across native scripts, photographed pages, low-resolution scans, and non-Latin alphabets.
Through email, WhatsApp Business, and SMS — orchestrated by stage and channel preference. Offer letters, deposit reminders, document chasing, visa-pack delivery, orientation reminders. Each message is composed in the student’s preferred language. The moment a conversation needs a human, it’s handed cleanly to the right counsellor.
No. Enrollment AI produces recommendations, not decisions. Your team validates every one. The system handles the rule-bound baseline; humans own every final call. AI is used only where it is strongest and safest — reading documents, extracting fields, drafting rationale. The decision logic itself stays explicit, deterministic, and yours to change.
No. It removes the routine 90% from their plate so they can focus on the meaningful 10% — the borderline credentials, the unusual paths, the cases that actually need institutional judgement. Most teams describe the experience as finally having time to do the job properly.
See how Firmli AI Enrollment AI transforms admissions.
Define the future of enrollment. Be part of it.
Process applications and deliver decisions in minutes—while keeping human judgment at the center. Book a personalized 20-minute demo to see how your team can review faster, prioritize top candidates, and decide with confidence.
Real applications. Live workflows. No generic slides.
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