Loading The VR School
LittleHorse-ready Business-as-Code
The operating system for a school that runs like excellent software.
Enrollment, financial literacy, EduCoin™ utility, credential verification, district rollout, and SofAI support should not be tribal knowledge. They should be versioned workflows with retries, approvals, evidence, dashboards, and a durable execution path.
Runtime readiness
LittleHorse is evaluated as the open-source durable workflow engine and Business-as-Code runtime for long-running, event-driven, human-in-the-loop processes.
Workflow specs
19
Domains
14
Runtime posture
Adapter-ready
Execution path
LittleHorse
Business flywheel
Banking becomes the business, marketing, and engagement engine.
LittleHorse-style workflows make every stakeholder journey measurable: a district becomes a cohort, a sponsor becomes funded access, a parent becomes a referral, a bank partner becomes a workforce pilot, and a student becomes a visible wallet of learning value.
lesson three to account
Personal finance preview to account checkpoint
Convert free personal finance course engagement into accounts, district leads, and cohort adoption.
Pending EduCoin™ checkpoint after the third open lesson.
utility quote to approved intent
EduCoin™ AI utility spend
Make EduCoin™ feel useful by connecting learning engagement to AI credits, compute, tuition, and bank-profile behavior.
AI-credit quote, tax review, useful spend, and credit-profile update.
district interest to cohort
District AB 2927 rollout
Turn California mandate interest into district implementation, teacher activation, family engagement, and institutional banking adoption.
Institutional district bank allocation for AB 2927 rollout.
sponsor interest to funded cohort
Sponsor to financial literacy cohort
Create a repeatable sponsor sales motion around personal finance, EduCoin™ utility, and measurable community impact.
Sponsor-funded institutional bank allocation and student wallet rewards.
bank interest to qualified pilot
Bank partner to School of Banking license
Make the banking layer a revenue, trust, workforce, and distribution engine without overclaiming regulated status.
Partner-gated rails, student bank internships, EduCoin™ utility, and regulator evidence packet.
payment intent to reconciled ledger
EduCoin™ payment rails and reconciliation
Make EduCoin™ useful for real school commerce while preserving partner-gated regulated boundaries.
Tuition, course, fee, AI-credit, and refund intents appear as auditable wallet activity.
cohort outcomes to renewal expansion
District license renewal and outcomes review
Make district partnerships compound through evidence instead of one-off sales conversations.
Institutional bank activity becomes part of the district outcomes story.
LittleHorse optimizer
Optimize the process layer without touching live app behavior.
The optimizer is read-only. It spots durable waits, human approvals, external callbacks, retry gaps, and dashboard projection opportunities so the school can improve operations before a single workflow is executed by a LittleHorse cluster.
Durable waits
30
Human approvals
18
External events
5
High-severity gates
26
Durable waits leave the request path
No browser request, Vercel function, or SofAI chat has to remain open while humans, partners, or callbacks respond.
Human approvals become measurable work
Registrar, finance, compliance, guardian, and district approvals get SLAs, reminders, escalation, and audit trails.
Retries become safe by default
Idempotency keys, correlation IDs, and event replay prevent duplicate EduCoin™, credential, or enrollment actions.
Dashboards become process projections
Every workflow emits role-aware state changes that student, parent, teacher, admin, partner, and regulator dashboards can read.
Whole ecosystem optimizer
LittleHorse now has a job across the entire school, not just one workflow.
The operating map identifies where durable orchestration belongs: human approvals, partner callbacks, EduCoin™ sagas, credential evidence, course catalog refreshes, support escalation, safety cases, dashboard projections, and incident response.
critical
17 workflowsDurable human approvals
Approvals span hours or school days and need reminders, escalation, audit evidence, and safe resume after deploys.
littlehorse-runtimedatabaseidentity
critical
5 workflowsExternal callbacks and partner handoffs
Provider fetches, rail partners, AI providers, sanctions screens, and anchors need correlation IDs and resumable callbacks.
littlehorse-runtimeevent-streampartner-rails
critical
7 workflowsLedger and evidence sagas
EduCoin™, payments, credentials, and evidence packets require ordered steps, idempotency, and compensating actions.
littlehorse-runtimedatabaseevent-streamissuer-keys
critical
8 workflowsRealtime role dashboard projections
Students, parents, teachers, admins, finance, compliance, partners, and regulators need the same workflow state in different language.
event-streamdatabasesofai-index
critical
3 workflowsCatalog refresh and AI context
Course providers, recommendations, and SofAI context change over time and need rebuilds that can fail, resume, and report gaps.
littlehorse-runtimeevent-streamsofai-index
critical
5 workflowsRegulated readiness and incident response
Compliance, safety, money-adjacent flows, and incident response require explicit ownership, evidence retention, and visible launch gates.
littlehorse-runtimedatabaseobservabilityidentity
Workflows
19
Domains
14
Dependencies
8
Critical areas
6
Business process is source code
Enrollment, course access, EduCoin™ utility spend, credential review, district rollout, and support escalation should be versioned, reviewed, tested, and explained like software.
SofAI can recommend, workflows execute
Agents may gather context and draft decisions, but privileged actions move through deterministic workflow steps with audit trails, timeouts, retries, and human approvals.
Every workflow emits dashboard evidence
Students, parents, teachers, admins, finance, compliance, and partners should see the same case progress through role-appropriate projections.
LittleHorse is the durable orchestration path
The app models workflow specs now and can hand them to LittleHorse once a cluster, workers, auth, and event streams are configured.
Worker contracts
Every business step has a task definition, event contract, and dashboard projection.
This turns LittleHorse from a future dependency into a clean operating contract today: workers know their inputs, outputs, idempotency policy, launch gate, risk tier, and the dashboards that must update when the work completes.
TaskDefs
70
Event contracts
71
Regulated tasks
23
Durable workers
41
Workflow registry
Start API contractThe school’s highest-value processes, modeled as executable business logic.
enrollmentlittlehorse ready
Student onboarding to the right dashboard
Turn a visitor into a role-aware learner with a starter wallet, course plan, and dashboard path.
LittleHorse WfSpec
vrschool-student-onboarding-v1
Inspect workflow spec
personal financeapi ready
Personal finance preview to account checkpoint
Let any student experience three lessons, then guide them into the correct dashboard with EduCoin™ context.
LittleHorse WfSpec
vrschool-finance-preview-checkpoint-v1
Inspect workflow spec
ai utilitylittlehorse ready
EduCoin™ AI utility spend
Use EduCoin™ for Codex, Claude, SofAI, or compute intents with consent, tax review, and learning evidence.
LittleHorse WfSpec
educoin-ai-utility-spend-v1
Inspect workflow spec
credentialsapi ready
Credential review to public verification
Move a student artifact from draft credential to registrar review, issuer governance, and public verification.
LittleHorse WfSpec
vrschool-credential-review-v1
Inspect workflow spec
districtready to model
District AB 2927 rollout
Turn school district interest into cohort access, teacher onboarding, family communications, and admin signals.
LittleHorse WfSpec
vrschool-district-ab2927-rollout-v1
Inspect workflow spec
districtready to model
Sponsor to financial literacy cohort
Turn a sponsor or bank partner into funded student access, family workshops, and measurable community impact.
LittleHorse WfSpec
vrschool-sponsor-finlit-cohort-v1
Inspect workflow spec
educoinrequires partner
Bank partner to School of Banking license
Turn bank interest into a compliant partnership path for internships, sponsorship, payment rails, and workforce learning.
LittleHorse WfSpec
educoin-bank-partner-license-v1
Inspect workflow spec
course planninglittlehorse ready
Course Constellation to approved student plan
Turn a student's goal into a coherent plan across VR School, UC A-G, Stanford Online, CVC, MIT OCW, iBuildme, and SofAI evidence.
LittleHorse WfSpec
vrschool-course-constellation-plan-v1
Inspect workflow spec
provider catalogapi ready
Provider catalog refresh and SofAI index
Keep MIT OCW, Stanford Online, CVC, UC A-G, and VR School catalog context fresh, searchable, attributed, and SofAI-aware.
LittleHorse WfSpec
vrschool-provider-catalog-refresh-v1
Inspect workflow spec
dashboardslittlehorse ready
Teacher intervention to family support loop
Turn low progress, missing work, or teacher concern into SofAI context, parent visibility, student support, and admin trend signals.
LittleHorse WfSpec
vrschool-teacher-family-support-loop-v1
Inspect workflow spec
enrollmentlittlehorse ready
Guardian consent and minor data governance
Make every minor-account, payment, AI, credential, and data-sharing permission explicit, durable, and dashboard-visible.
LittleHorse WfSpec
vrschool-guardian-consent-governance-v1
Inspect workflow spec
credentialsrequires partner
Credential issuer signing and anchor
Move approved credentials into issuer-controlled signing, revocation readiness, Merkle batching, and optional public anchoring.
LittleHorse WfSpec
vrschool-credential-issuer-signing-anchor-v1
Inspect workflow spec
paymentsrequires partner
EduCoin™ payment rails and reconciliation
Route tuition, fees, course purchases, bank transfers, and partner rails through compliant payment intents and reconciliation.
LittleHorse WfSpec
educoin-payment-rails-reconciliation-v1
Inspect workflow spec
educoinlittlehorse ready
EduCoin™ KYC and AML case management
Turn onboarding, suspicious activity, sanctions signals, and risk reviews into auditable compliance cases.
LittleHorse WfSpec
educoin-kyc-aml-case-management-v1
Inspect workflow spec
supportlittlehorse ready
SofAI support to human escalation
Turn every serious SofAI conversation into the right support queue, priority, owner, and follow-up clock.
LittleHorse WfSpec
vrschool-sofai-human-escalation-v1
Inspect workflow spec
creatorapi ready
Creator course launch to UC A-G readiness
Move creator ideas into reviewable course packets, standards mapping, media assets, teacher supports, and launch governance.
LittleHorse WfSpec
vrschool-creator-course-launch-v1
Inspect workflow spec
safetylittlehorse ready
Safety incident to care team
Escalate safety, wellbeing, harassment, privacy, or urgent support signals with speed, dignity, and clear human ownership.
LittleHorse WfSpec
vrschool-safety-care-team-v1
Inspect workflow spec
observabilityready to model
Platform observability to incident response
Turn broken links, API failures, database degradation, deployment issues, and slow pages into owned operational cases.
LittleHorse WfSpec
vrschool-platform-observability-incident-v1
Inspect workflow spec
districtapi ready
District license renewal and outcomes review
Turn district usage, completion, family engagement, sponsor impact, and course outcomes into renewal-ready evidence.
LittleHorse WfSpec
vrschool-district-license-renewal-v1
Inspect workflow spec
Execution map
SofAI recommends. LittleHorse orchestrates. People approve.
The architecture separates probabilistic intelligence from privileged execution. SofAI can gather context and propose next actions, while workflow workers run deterministic steps, wait for external events, and require humans for sensitive decisions.
Agent decisions
SofAI drafts summaries, detects intent, prepares support context, and flags priority queues.
Versioned processes
Every workflow has an ID, trigger, WfSpec name, steps, owners, retries, evidence, and guardrails.
Human approval
Registrar, finance, compliance, district, and guardian approvals become explicit workflow gates.
Event-driven dashboards
Workflow events become student, parent, teacher, admin, partner, and regulator projections.
Launch gates
Ready to model now. Ready to execute when workers are live.
Run LittleHorse Server and workers outside Vercel serverless, close to Kafka or the selected event stream. Keep this Next.js app as the front door and API contract layer.
Cluster and worker auth configured.
Workflow definitions registered from source control.
Task workers deployed for identity, enrollment, EduCoin™, compliance, notifications, and SofAI decision support.
Human approval queues connected to role dashboards.
Audit logs exported to regulator and district evidence packets.
Guardrails are part of the workflow.
Business-as-Code workflows can model and coordinate regulated processes, but they do not replace legal, registrar, finance, compliance, or district approvals.
LittleHorse execution should live in a durable worker environment, not inside a short-lived Vercel request.
Every workflow start request should be idempotent, auditable, and safe to retry.
Agent outputs should become recommendations or evidence, while deterministic workers and human approvals perform privileged actions.