ENTERPRISE / SCHOOL / COHORT MODE · FREE STATIC ARCHITECTURE
Enterprise Console
A local-first administration layer for schools, bootcamps, NGOs, HMG Academy cohorts, and internal training teams. Manage cohorts, import learner backups, aggregate progress, build assignments, track issues, and export audit logs without paid APIs, servers, or databases.
Enterprise without server cost: This console uses localStorage, JSON/CSV imports, browser exports, and static hosting. It is designed for free GitHub Pages or Cloudflare Pages deployment.
Organisation Profile & Local Branding
local config
Store basic organisation settings locally. This is useful when VizLearn is used by a school, NGO, academy, corporate training unit, or HMG Concepts client.
Cohort & Learner Manager
CSV / JSON
Create cohorts and maintain learner lists locally. For privacy and cost control, this is not a cloud database. Export the cohort file and keep it safely with the facilitator.
Add learner
Cohort Analytics from Learner Backups
aggregate locally
Learners export backup JSON from the Progress page. The facilitator imports those files here to generate aggregate metrics. No online database is required.
Assignment & Deadline Builder
exportable
Create structured assignments for cohorts. Export as Markdown for WhatsApp, Google Classroom, email, LMS, or printed handout.
Issue, Feedback & Improvement Register
QA workflow
Track bugs, learner confusion, content gaps, device issues, and requested improvements. Export as CSV for GitHub Issues or internal review.
Audit Log
accountability
Records key local administrative actions: cohort creation, imports, exports, assignments, issue changes, and analytics aggregation. This supports accountability even without a backend.
Data Governance & Enterprise Readiness
policy
Data minimisation
Collect only learner name/ID/contact if needed. Progress backups should be shared intentionally by learners or facilitators.
No AI API exposure
The system does not send learner code, notes, CSV data, or progress to external AI services.
Local-first storage
Most administrative data stays in the facilitator’s browser until exported as JSON/CSV/Markdown.
Portable records
Cohorts, learner lists, assignments, issues, analytics, and audits can be exported for record keeping.
Free deployment
Use GitHub Pages or Cloudflare Pages. No server, database, paid functions, or AI subscription required.
Recommended controls
Keep exported files in a secure Google Drive/OneDrive folder with restricted access. Remove personal contacts if not needed.
Enterprise positioning: This console is suitable for lightweight institutional training. If a client later requires central login, server dashboards, or regulated data storage, that should be a separate paid/backend project — not part of the free static version.