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AI agents for trade schools and training providers

What a custom agent looks like inside a career college, trade school or professional training provider — the ten roles in your language, and what each plugs into in a school running a student information system alongside financial aid and accreditation reporting.

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A career school lives on two numbers that regulators, accreditors and students all care about: how many students complete, and how many get placed. Both are the product of relentless follow-up — with prospects who inquired and never enrolled, with students who missed a week and are drifting, and with graduates whose employment has to be documented to count. Every one of those is contact work performed by staff who are also teaching.

What an agent plugs into here

The honest version of "does it integrate with my software." These are the systems this industry actually runs on, and what each one means for a build.

Student information systemCore platform

CampusNexus, Orbund, Verity or similar covering admissions, enrollment, attendance, grades and student accounts.

Financial aidFunding

Title IV processing where applicable, plus institutional plans and third-party funding, each with its own documentation and timing.

Admissions and lead managementEnrollment

Inquiries from paid sources and referrals, where speed of first contact is the dominant factor in enrollment.

Attendance trackingCompliance

Clock-hour or credit-hour attendance that drives both aid disbursement and the earliest warning of a student about to withdraw.

Learning managementInstruction

Coursework, assessments and progress, generating the academic signal that pairs with attendance.

Career services and placementOutcomes

Employer relationships, job placement and the verification that makes a placement countable for accreditation.

Accreditation and state reportingRegulation

Completion, placement and licensure pass rates reported on fixed cycles with real consequences for missing thresholds.

The ten agents, in your language

Each of these is a real build, not a feature of a product you already pay for. Follow one through to see how it works in general.

The Follow-Up

Nothing you are owed gets dropped.

  • Inquiries that were never contacted or contacted too late
  • Applicants who started enrollment paperwork and stalled
  • Graduates whose employment has not been verified for reporting

The Intake

Whatever arrives, in whatever format, becomes a clean record.

  • Inquiries from paid sources answered within minutes
  • Enrollment documents, transcripts and funding paperwork
  • Employer job postings and hiring requests

The Drafter

Writes the recurring document from your own past work.

  • Personalized responses to inquiries referencing the program asked about
  • Financial aid award explanations students can understand
  • Accreditation and state reporting narratives from the underlying data

The Watcher

Knows what expires, renews or comes due — and says so first.

  • Students whose attendance or progress signals a coming withdrawal
  • Aid disbursement dates and documentation required before them
  • Accreditation reporting deadlines and licensure exam windows

The Answer Desk

Answers from your own records, not from the internet.

  • "How long is the program and what will it cost me?" — answered from the catalog
  • Student questions about schedule, requirements and account balance
  • Staff questions about policy and precedent

The Scribe

The conversation becomes the record, without anyone typing it up.

  • The admissions interview becomes a documented enrollment record
  • The retention conversation becomes an intervention record and follow-up

The Reporter

Assembles the recurring report from systems that do not talk.

  • Enrollment funnel by source, with cost per enrolled student
  • Retention and completion by cohort and program
  • Placement rate and verification status for reporting

The Reconciler

Matches two sets of records and queues only the exceptions.

  • Attendance records against aid disbursement eligibility
  • Student accounts against payments, aid and balances
  • Placement claims against verified employment documentation

The Connector

Two systems that do not talk, now talking.

  • The student system and financial aid processing
  • Lead sources and the admissions pipeline
  • Learning management progress and retention alerts

The Gatekeeper

Applies your rules, escalates only what needs judgment.

  • Admissions decisions against documented program requirements
  • Payment plan and balance exceptions against policy
  • Whether a student meets satisfactory progress before continuing aid

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