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This guide documents current Classroom Guardian capabilities, the people who can use them, the deployment model, plan boundaries, and known gaps. It is written for school technology, teaching, safeguarding, privacy, and procurement teams.
Complete feature matrix
Implemented capabilities, stated precisely.
"Bryce Powers" and "Classroom Guardian" refer to the same product: brycepowers.org is Classroom Guardian's public website. "Available" means the capability exists and is enabled by the applicable plan. It does not mean every configuration or district scale has been independently validated.
Web filtering and access
Policy that follows the managed student identity and current class.
CapabilityWhat it doesPrimary userStatus
Exact, wildcard, and path rulesAllows or blocks a complete domain, matching subdomains, or a specific website section.School administratorAvailable
Policy prioritySchool allow rules take priority, then school blocks, class and group rules, managed catalogs, and automated signals.School and districtAvailable
Managed categoriesApplies platform-maintained categories with school and district decisions.AdministratorAvailable
Proxy and bypass defenseCombines the managed proxy catalog, exact/wildcard/path rules, and proxy or evasion signals. Known matches can be enforced; uncertain new sites remain allowed while awaiting administrator review.AdministratorAvailable
Unknown-site reviewKeeps unknown sites allowed by default and sends uncertain classifications for human review.Platform and school adminAvailable
Continuous quick checker and deep crawlerStreams submitted source domains without a daily checker cap, validates and deduplicates each entry, immediately categorizes known or strongly signaled domains, and routes only uncertain sites into the bounded page queue. Sixteen responsive page workers use homepage evidence for bulk sources; manually requested deep scans may inspect up to four HTML pages. Page scans respect robots.txt, extract bounded evidence, and reject unsafe targets. Automatic categories remain separate from global blocking policy.Platform administratorAvailable
Crawler approval workflowPreserves scan history and evidence while requiring the platform administrator to choose the final managed category before a domain is published to school policies.Platform administratorAvailable
Safe YouTubeApplies strict restricted mode and suppresses Shorts, comments, and live chat in supported managed Chrome and Edge sessions.School administratorAvailable
Blocked-page access requestsLets students request access and staff approve a bounded class or student exception.TeacherSchool plan
Temporary unlock credentialsCreates time-limited username, password, and key access that can be revoked.Teacher or administratorSchool plan
Classroom monitoring and control
Teacher tools remain limited to assigned classes and enrolled students.
CapabilityWhat it doesPrimary userStatus
Live student screen wallShows current class-scoped screen images, page title, URL, connection state, and latest capture time.TeacherSchool plan
Student screen detailOpens a larger current image with active-tab context and actions for the selected student.TeacherSchool plan
Paused-frame annotationLets a teacher pause the current frame, draw with adjustable color and brush size, clear marks, and download the annotated image. Marks remain local to the teacher view and are not sent to the student.TeacherSchool plan
Open and close tabsPushes a URL or closes a selected active tab for one student or the class.TeacherSchool plan
Focus and messagingFocuses students on a resource and sends announcements, private messages, or shared links.TeacherSchool plan
Classroom scenesSaves approved sites, blocked distractions, starting URL, tab limit, and automatic expiration.TeacherSchool plan
Ready-made policy profilesLoads Elementary Focus, Middle and High School Focus, Open Research, Video Lesson, or Assessment Preparation category decisions into a class policy for teacher review before saving. Administrator-locked categories remain unchanged.TeacherAvailable
Co-teachersAdds another authorized teacher to the same class without expanding access to unrelated classes.TeacherSchool plan
Digital hall passesIssues a student pass with a destination, duration, current status, and class-scoped history.TeacherSchool plan
Assessment modeApplies time-limited assessment resource restrictions to an authorized class.TeacherSchool plan
Explicit recordingRecords a selected screen only when the school enables recording and a teacher starts it.TeacherSchool plan
Safety, writing, reporting, and operations
Evidence supports trained people; automation does not make disciplinary decisions.
CapabilityWhat it doesPrimary userStatus
Safety CenterCombines staff reports, student reports, and deduplicated sensitive signals in a scoped review queue, including self-harm, violence, exploitation, substance, and bullying or harassment patterns.Teacher and school adminSchool plan
Safety case workflowSupports assignment, acknowledgement, escalation, resolution, dismissal, reopen, notes, and audit history.Authorized school staffSchool plan
Explainable review priorityOrders the queue with a visible triage score, contributing factors, repeated-signal correlation, response target, and overdue state. It does not diagnose or decide.Authorized school staffSchool plan
Essay DetectionAnalyzes long submissions, passage consistency, quoted material, prior context, and humanizer-associated signals; it can abstain.TeacherOptional
Assignment Grading for Google Docs and Slides95% accuracy in verified internal testing. The coming-soon workflow provides rubric, score, feedback, and evidence suggestions for supported assignments. Teachers edit and approve every result; grades are not submitted automatically. The result has been verified internally and is not yet an independently validated production benchmark.TeacherComing soon
Daily, weekly, and monthly class insightsLets teachers switch between 1-, 7-, and 30-day website, learning-time, active-student, and block summaries.TeacherAvailable
Student history and CSV exportShows recent activity with website names, actions, and timestamps and exports a bounded record.School administratorAvailable
Student activity trendsCompares descriptive 7-, 30-, and 90-day time, visit, website, and blocked-event totals, a 13-week activity history, and current-versus-prior website patterns. It does not predict risk or infer intent.School administratorAvailable
Activity investigations and audited exportsFilters school-scoped records by student, class, group, activity, reported platform, website text, and 1-, 7-, 30-, or 90-day window. The console shows the newest 250 matches; CSV exports include up to 5,000 and record the administrator, scope, time, and exported row count.School administratorAvailable
AI governance dashboardShows a rolling 30-day aggregate view of classifier versions, recommendations, approval volume, abstentions, Essay Detection review routing, safety-signal sources, and explicit human-decision boundaries. It does not present these operational measures as an independent accuracy benchmark.Platform administratorAvailable
District operational insightsProvides a cross-school 30-day snapshot of enrollment, classes, active students, device adoption, visits, blocked outcomes, top websites, safety workflow counts, and integration connection status without exposing student-level records.District administratorAvailable
Monthly school reportsGenerates school activity PDFs with optional school-controlled email delivery.School administratorSchool plan
Public service statusPublishes current component health, response measurements, incidents, and updates.IT and procurementAvailable
Role and permission model
Every workspace has an explicit boundary.
Role checks are enforced by the service, not only by hiding navigation.
Assigned classes
Views enrolled students, current screens, class activity, access requests, classroom tools, writing evidence, and class-related safety reports.
Cannot browse another teacher's classesOne school
Manages people, licensing, school rules, categories, deployment, reporting, retention settings, integrations, and school safety review.
Cannot access a different schoolConnected schools
Manages district rules, inherited category decisions, connected-school oversight, and time-limited emergency scenes.
District membership is requiredService operations
Manages plans, school records, catalogs, final category decisions, billing, trials, and service operations.
Internal operational roleAdministrator guide
A practical path from pilot to daily operation.
- 1Create the school boundary
Confirm the school, plan, purchased student and teacher licenses, active administrators, retention choices, and approved domains.
- 2Connect identity and rosters
Register staff, create or import students and classes, test Google sign-in, and validate Google Classroom sync where configured.
- 3Deploy the managed browser
Build the school-specific package, choose the generated Google Admin, Windows, macOS, or Linux policy, and verify Chrome or Edge policy status on pilot devices.
- 4Publish policy deliberately
Set school allow and block rules, review managed categories, configure Safe YouTube, and test precedence with approved URLs.
- 5Validate classroom workflows
Test screen targeting, image refresh, open and close tab commands, scenes, access requests, teacher boundaries, and command acknowledgements.
- 6Review evidence and operate
Reconcile reports, review uncertain site classifications, monitor service status, document safety responsibilities, and record the pilot decision.
Technical architecture
Separate paths for policy, events, commands, and screens.
The diagram describes the current service design. It is not a claim of independent scale certification.
Authorized peopleTeacher, school admin, district adminRole-scoped web console
↓
Control planeIdentity, schools, classes, policy, plansAuthoritative configuration and permission checks
Device pathBootstrap and sync gatewayPolicy version, commands, acknowledgements
Event pathBatch ingestion and analyticsVisits, blocks, status, bounded reporting
Screen pathTarget and relayActive-view lease and current frames
Managed endpointSchool-managed Chrome or Edge extensionChromeOS, Windows, macOS, and Linux browser identity, effective policy, browser actions, and fail-open behavior
Clients check policy status and download the compiled policy only when its version changes.
A current screen target is issued only for active authorized viewing. Recording is a separate feature and action.
If the policy service is unreachable, filtering is designed to fail open rather than silently block unrelated academic access.
Automated category signals create recommendations. A platform administrator controls final managed-catalog publication.
Deployment and integrations
Managed-browser coverage across the devices schools already use.
ChromeOS, Windows, and macOS
- Google Admin policy for ChromeOS and Chrome
- Windows registry policy for managed Chrome and Edge
- Apple MDM configuration profiles for managed Chrome and Edge
- School-specific package, update channel, and platform-aware device inventory
Linux Chrome, Edge, and Chromium
- Generated managed-policy JSON
- Browser, operating system, architecture, and extension-version reporting
- Requires pilot validation before a school-wide assignment
Google identity and Classroom
- Google sign-in for registered users
- Google Classroom class and roster workflows when configured
- Connection, refresh, disconnect, and role behavior should be pilot-tested
ClassLink
- Preview, conflict detection, reviewed import, mapping history, and report-only removals
- No public production-ready vendor-sync claim
- Require an end-to-end demonstration for the school's tenant
Browser and pilot DNS coverage are not full MDM
- No native system-wide Windows, macOS, or iOS agent
- The DNS control plane requires an authorized resolver adapter; no hosted DoH/DoT appliance is claimed
- No current Microsoft Teams, Canvas, Schoology, PowerSchool, Infinite Campus, or OneRoster connector claim
Reporting and evidence
Reports answer specific operational questions.
Which websites were used, for how long, by how many students, and which actions or problems occurred during the selected 1-, 7-, or 30-day window?
Which named websites and actions were recorded for an authorized student, how do 7-, 30-, and 90-day totals compare, and can the bounded history be exported?
Which school-scoped records match a specific student, class, group, activity, reported platform, website, and time window—and who exported that scope?
Which classifier and model versions ran, how often did systems abstain or route work to a person, and what decisions are reserved for platform, school, or teacher review?
Which schools are reporting, how do enrollment and device adoption compare, what aggregate web activity and filtering outcomes occurred, and where do integration connections still need attention?
What activity, blocks, classifications, and operational summaries should the school administrator review each month?
Who created, reviewed, assigned, escalated, resolved, dismissed, or reopened a school safety report?
Which components are currently healthy, what response measurements are visible, and what incidents have been published?
District daily aggregate history and configurable retention are available as a pilot, but this is not a predictive or application-ROI warehouse. Verified guardian summaries, scheduled delivery, after-school policy, ClassLink reconciliation, delegated district roles, and DNS control-plane interfaces require school-specific validation. A hosted DoH/DoT resolver and dedicated regulatory-compliance dashboard are not currently offered.
Published pricing
Budget without waiting for a sales quote.
Current public USD pricing uses active student email licenses. Devices are unlimited. Standard paid subscriptions use a one-year contract unless the signed order says otherwise.
Core filtering, activity records, managed game catalog, licensing controls, and scalable device services. A 501-student school with 15 teachers is about $1,082 per year.
Adds live screens, classroom tools, assessment mode, and temporary access for everyday teacher control.
Adds screen recording, Safety Center, monthly reports, and site intelligence to the complete Classroom feature set.
Purchased teacher accounts are calculated separately from active student licenses.
Optional writing-review capability. District and custom plan terms may differ.
Includes 1 million combined grading tokens per enabled teacher in a shared school pool. Unused tokens roll for up to 12 paid months; each additional 1-million-token pack is $1.50 when administrator-approved overages are enabled.
Exact base access: Starter includes 3 of 13 capabilities, Classroom includes 7 of 13, and School includes 11 of 13. Essay Detection is a $0.50 per-student monthly add-on when not already granted; Priority Support is reserved for District or custom access. Assignment Grading pricing is published for planning but is not yet available in the live estimator.
Current limits
Do not assume what is not documented.
No independent filtering, essay-accuracy, or large-district performance study is publicly claimed.
No SOC 2 or equivalent independent security certification should be inferred.
Require availability and response commitments in the signed agreement when they are procurement requirements.
The Safety Center supports school staff; it is not outsourced human monitoring or emergency dispatch.
The product does not offer keystroke logging, TLS decryption, or native application, USB, print, and full-device remote control.
Activity trends describe recorded use; they do not predict risk, infer intent, or replace authorized staff review.
Last reviewed August 9, 2026. The live platform, public legal pages, current plan configuration, and signed school agreement control when they differ from this guide.