Education

Steps in this industry’s terms · 5 steps

1. 01

   Collect opt-in practice preferences

   Input

   Adult learner consent, practice preferences and dialogue

   Output

   Permitted practice preferences and scope

   • Onboarding and adaptive preferencesExplicit preferences + historically tracked preference signals
   • Cross-platform companion clientMobile conversations and check-ins + settings and notifications
2. 02

   Prepare learning-memory candidates

   Input

   Permitted practice preferences and scope

   Output

   Deduplicated redacted practice memories

   • Personal memory retrieval and lifecycleMemory extraction and deduplication + human edits and expiry
   • Versioned agent memory and knowledge lifecycleScoped memory retrieval + versioning and forgetting
   • Redacted conversation trace captureConversation redaction + training candidate eligibility checks
3. 03

   Learner confirms retained content

   Human review

   Input

   Deduplicated redacted practice memories

   Output

   Accepted editable and deletable memories

   Decided byAssigned reviewer or requesting user

   • Personal memory retrieval and lifecycleMemory extraction and deduplication + human edits and expiry
   • Versioned agent memory and knowledge lifecycleScoped memory retrieval + versioning and forgetting
4. 04

   Continue practice or offer support drafts

   Input

   Accepted editable and deletable memories

   Output

   Practice reply or unsent support draft

   • Contextual spiritual companion responsesEmotional cues and memory + supportive responses
   • Crisis routing and support-message draftsSensitive cue routing + unsent support drafts
5. 05

   Schedule opt-in practice reminders

   Input

   Practice reply or unsent support draft

   Output

   Practice reminder and opt-out state

   • Daily check-ins and personal rhythmsTime zone aware check-ins + completion records
   • Audited safety, visibility and notification gatesCandidate content filtering + visibility and notification audit
   • Scheduled push reminders and delivery receiptsLocal-time reminder claims + deduplication and receipt reconciliation

Steps in this industry’s terms · 4 steps

1. 01

   Prepare course references

   Input

   Course notes, authorized visual references and presentation requirements

   Output

   Normalized course images and use records

   • Entity logo discovery and quality reviewEntity website matching + icon normalization and fallback marks
   • Seeded avatar generation and normalized custom avatarsSeeded graphic rendering + uploaded image normalization
2. 02

   Create course-card candidates

   Input

   Normalized course images and use records

   Output

   Candidate cards and explanatory text

   • AI destination/story image generationReviewed visual prompts + generated images and artifact manifests
   • Batch sports image generation and cutoutsReference-based pose generation + cutouts and asset catalogs
   • Branded social-card image compositionExisting images with localized text + channel-sized outputs
3. 03

   Instructor checks concepts

   Human review

   Input

   Candidate cards and explanatory text

   Output

   Confirmed visuals and revision list

   Decided byAssigned reviewer or requesting user

   • Remote image quality auditingRemote image availability checks + size and quality filtering
4. 04

   Export searchable courseware

   Input

   Confirmed visuals and revision list

   Output

   Searchable slides and previews

   • Branded pitch deck generation and exportReviewed narratives to slide decks + export previews
   • Searchable presentation packagingRaster slide appearance preservation + searchable text layers

Steps in this industry’s terms · 4 steps

1. 01

   Rehearse course subscription events

   Input

   Course-material plan, learner choice and messaging consent

   Output

   Isolated test subscriptions and reconciliation results

   • Hosted subscription billing rehearsalSubscription billing lifecycle rehearsal + event replay and reconciliation
2. 02

   Learner confirms activation

   Human review

   Input

   Isolated test subscriptions and reconciliation results

   Output

   Confirmed activation request and payment events to verify

   Decided byAssigned reviewer or requesting user

   • Intelligence subscription checkoutSubscription purchase handoff + payment event return
3. 03

   Check material entitlements

   Input

   Confirmed activation request and payment events to verify

   Output

   Entitlements established from verified real events

   • Subscription checkout, seats and workspace quotasPlan payment linked to seats + atomic quota checks
4. 04

   Send updates after double confirmation

   Input

   Entitlements established from verified real events

   Output

   Update delivery, subscription and unsubscribe records

   • Opt-in subscriptions, digests and entity alertsDouble opt-in subscriptions + deduplicated digests and unsubscribe

Steps in this industry’s terms · 4 steps

1. 01

   Check lesson-preparation services

   Input

   Teaching objective, reference assets and permissions

   Output

   Available generation formats and configuration

   • Provider capability diagnosticsCatalog and configuration cross-checks + callability explanations
2. 02

   Teacher approves asset requirements

   Human review

   Input

   Available generation formats and configuration

   Output

   Approved teaching-asset request

   Decided byAssigned reviewer or requesting user

   • Provider capability diagnosticsCatalog and configuration cross-checks + callability explanations
   • Image generation, editing, upscaling and prediction jobsImage generation or masked edits + async result tracking
3. 03

   Retrieve image or clip drafts

   Input

   Approved teaching-asset request

   Output

   Candidate teaching assets and job state

   • Image generation, editing, upscaling and prediction jobsImage generation or masked edits + async result tracking
   • Asynchronous video generation and retained mediaAsync media requests + result polling and usage records
4. 04

   Teacher reviews classroom suitability

   Human review

   Input

   Candidate teaching assets and job state

   Output

   Accepted assets and revision requirements

   Decided byAssigned reviewer or requesting user

   • Image generation, editing, upscaling and prediction jobsImage generation or masked edits + async result tracking
   • Asynchronous video generation and retained mediaAsync media requests + result polling and usage records