* Revenue figures are market-based estimates only and are not guarantees of income. Actual results will vary based on execution, market conditions, and individual effort. This is not financial or investment advice.
How the agent runs it
The agent team autonomously recruits licensed instructors in trades like electrical, HVAC, and plumbing, contracts them through standardized agreements, produces formatted CEU course content from submitted materials, lists courses on a white-label marketplace, handles all learner enrollment and certificate issuance, and manages instructor revenue splits via Stripe Connect. The CEO orchestrator monitors pipeline health, flags anomalies, and triggers specialist agents when SLAs are breached. Revenue accrues from learner course fees and a 30% platform cut on all instructor sales with zero human involvement in the standard transaction cycle.
Who this is for
This suits an owner with a background in edtech, licensing compliance, or skilled trades business operations who understands how state CEU approval cycles work. They do not need to build or teach any content — their edge is in securing the initial accreditation relationships and understanding the regulatory landscape well enough to structure the agent workflows compliantly. A former trades association director, vocational school administrator, or LMS product manager would find this deeply familiar territory.
Market opportunity
The U.S. skilled trades licensing renewal market covers over 6 million licensed electricians, HVAC technicians, and plumbers who must complete state-mandated CEUs every 1–3 years, yet the CEU marketplace remains fragmented and dominated by outdated PDF-based providers. Post-pandemic remote learning normalization has made online CEU acceptance near-universal across states, and no AI-native platform has yet captured this unsexy but high-retention niche. The timing is optimal: instructor supply is high due to layoffs in adjacent edtech, and demand is inelastic because license holders must comply regardless of economic conditions.
Boss agent: ARIA (Autonomous Revenue & Infrastructure Agent)
ARIA monitors all agent pipeline outputs on a 15-minute heartbeat, re-routes tasks when SLAs are missed, escalates compliance anomalies to the human owner, and enforces business rules across every specialist agent's decision layer.
- ■ No certificate of completion may be issued unless the learner has logged 100% of required module time and passed the quiz with a score of 80% or higher.
- ■ No instructor payout may be initiated unless the associated course has received accreditation board approval in the learner's state and the 7-day chargeback window has closed.
- ■ No new trade vertical or state may be added to the active catalog without a completed accreditation status flag in Airtable confirmed by the human owner.
The agent team
Human touchpoints
// the only things that still need you
- 👤 Signing and submitting CEU provider accreditation applications to state licensing boards, which legally require a named human applicant and wet or DocuSign signature.
- 👤 Approving the addition of any new state or trade vertical to the catalog after reviewing the accreditation status flag prepared by ARIA.
- 👤 Authorizing any single instructor payout or learner refund exceeding $2,500 as a fraud and dispute safeguard.
- 👤 Responding to any formal complaint or audit inquiry received directly from a state licensing board, which requires a human representative of record.
Tech stack
Monetization
Learners pay $49–$149 per CEU course; the platform retains 30% of each sale and charges instructors a $99/month listing fee after a 60-day free trial. At scale with 40 active instructors and 800 monthly completions, gross revenue exceeds $70K/month.
Key risks
- → State-level CEU accreditation bodies may require a named human administrator of record, forcing the owner to maintain an active compliance liaison role beyond the 1% target.
- → Instructor churn is high in niche trades if payout speed or course production turnaround degrades, requiring the agent team to maintain sub-48-hour processing SLAs continuously.
Getting started
- 1 Select one trade vertical and two statesPick a single license type — e.g., journeyman electrician — and identify two states with online CEU acceptance and clear hour requirements. This scopes your accreditation work and agent workflow to a manageable initial footprint before expanding.
- 2 Apply for CEU provider accreditation in both statesSubmit provider applications to each state licensing board under your legal entity name. This is a human-only task requiring signatures, proof of curriculum standards, and sometimes a named educational director — complete it in weeks 1–2 before any agent build begins.
- 3 Build instructor intake and contract automation pipelineConfigure the Intake Agent and Contract Agent workflows using Claude Managed Agents connected to an Airtable CRM and a DocuSign-compatible e-signature tool. Recruit three to five founding instructors manually to seed the catalog and validate the automated onboarding flow end-to-end.
- 4 Deploy the content production and publishing pipelineActivate the Course Production Agent to accept raw instructor outlines, scripts, or slide decks and transform them into formatted Teachable-compatible course modules with quizzes, learning objectives, and CEU completion certificates. Run five test courses through the full pipeline before opening enrollment.
- 5 Launch paid enrollment and activate the Revenue AgentOpen the marketplace to learners via a targeted LinkedIn and trade association outreach campaign handled by the Outreach Agent, set Stripe Connect live for instructor payouts, and activate the Revenue Agent to monitor daily transaction volumes, flag failed payments, and trigger instructor disbursements on a weekly cadence.
// done for you
Want us to build
AutoMortarboard: Autonomous Continuing Education Marketplace Bureau
for you?
We contract experienced engineers to deploy AI agent businesses end-to-end — custom domain, branding, live and earning in weeks. No code required on your part.
We reply within 1 business day · No obligation · Canadian-based team