Cyborg ERP - AI Enabled Dashboards
AI-Enabled Dashboards — Cyborg ERP
AI-enabled dashboards turn raw institutional data into clear, role-based insights. As a result, leaders, administrators, faculty, students, and parents see what matters—and act faster.
From academics, attendance, examinations, and finance to performance trends and risk alerts, the dashboards highlight patterns and predict issues. Meanwhile, everything stays real-time, visual, and easy to understand—so campuses plan better and stay fully data-driven.
Chairman Dashboard (AI Strategic Command)
A single, intelligent view of the institution—academics, finance, admissions, placements, compliance, and forecasts—available on one unified AI-powered screen.
Executive Snapshot
🔹 Total Students, Faculty, Departments, Campuses
🔹 Academic Health Index
🔹 Financial Health Index
🔹 Admissions (seats filled, enquiries, conversions)
🔹 Examination (pass %, backlogs, release timelines)
🔹 Placement / Internship status
🔹 Compliance & Accreditation
AI Strategic Advisor
🔹 Flags departments needing attention and revenue/dues risks
🔹 Highlights falling admissions and high-performing programs
🔹 Policy Simulator: fee change impact, new program needs, 3-year growth outlook
Admissions & Enrolment Intelligence
🔹 Enquiry → Admission funnel
🔹 Course/category/campus analysis
🔹 Predictions: expected seat fill, weak programs, regional heatmaps
Finance & Revenue
🔹 Collection vs expected, dues clusters, scholarship analysis
🔹 AI alerts: revenue dips, unusual spends, cash-flow risks
🔹 Budget recommendations & forecasts
Academic & Examination Governance
🔹 Pass/Fail/Backlog analytics
🔹 Strong vs weak departments
🔹 OBE/CO-PO evaluation trends
🔹 Malpractice patterns, evaluation delays, paper-setting insights
Faculty & HR
🔹 Workload balance, attendance, publications, FDPs
🔹 AI-tags high/low performers
🔹 Predicts hiring needs, skill gaps, retirements
Library / LMS
🔹 Circulation & e-resource use
🔹 LMS engagement (assignments, quizzes)
🔹 AI suggestions for content, books, subject gaps
Infrastructure & Resources
🔹 Hostel, transport, classroom/lab utilisation
🔹 Energy patterns & operational efficiency
🔹 AI cost-saving recommendations
Student Welfare & Grievances
🔹 Resolution time, discipline analytics, counselling needs
🔹 AI identifies high-risk batches and students needing mentoring
Compliance & QA
🔹 NAAC/NBA/affiliation trackers
🔹 Audit deadlines & documentation readiness
🔹 AI alerts for missing evidence & weak criteria
IT Governance
🔹 Server health, uptime, API performance
🔹 Login anomalies & security alerts
🔹 Infrastructure optimisation insights
AI Briefings
🔹 Daily 2–3 paragraph briefing summarising insights
🔹 Monthly performance review with visual analytics
🔹 Role-based actionable recommendations
Security
Full RBAC — confidential intelligence visible only to the Chair role.
Finance Officer Dashboard (AI Financial Control)
🔹 Health Overview: expected revenue, collected fees, dues/defaulters, hostel/transport income, concessions, cost summary, cash flow.
🔹 Collections: daily/weekly/monthly charts, campus/program filters, payment mode splits.
AI predicts low collection months, high-risk defaulters & recovery suggestions.
🔹 Defaulter Management: smart clustering, automated reminders, no-dues checks, waivers/fines;
AI identifies “likely to default” groups for proactive action.
🔹 Budgeting & Forecasting: budget allocation, real-time tracking, variance reports,
CAPEX, salary analytics, vendor/AMC.
AI predicts revenue/outflow patterns and cost-saving possibilities.
🔹 Scholarships & Concessions: approval workflows, utilisation analysis;
AI optimises discount and concession policies.
🔹 Hostel & Transport Revenue: occupancy → revenue mapping, route profit/loss with GPS analytics.
🔹 Department Analytics: contribution insights, expense vs income snapshots, profitability matrix;
AI flags underperforming or low-revenue programs.
🔹 Audit & Compliance: bank reconciliation, GST (if applicable), vouchers, fixed assets, depreciation tracking;
AI highlights anomalies, duplicates & suspicious entries.
🔹 Gateways & Banks: settlement logs, retries, failures, refunds — clean tracking dashboard.
🔹 Reports: summary + detailed registers in PDF/Excel with AI-written interpretations.
🔹 AI Briefs: automated daily, weekly, monthly financial summaries with action recommendations.
Controller of Examination (CoE) Dashboard (AI Exam Control)
AI-Powered Examination Governance
🔹 Snapshot: upcoming exams, active sessions, hall-ticket status, evaluation progress, results, alerts.
🔹 Calendar & Timetable: clash detection for students, faculty, and rooms;
AI suggests optimal slots to avoid overloads and conflicts.
🔹 Question Papers / Bank: creation → lock → blueprint check; repeated question detection;
AI balances CO mapping, difficulty levels, and mark distribution.
🔹 Eligibility & Hall Tickets: attendance + fee + IA + backlog validation matrix;
AI flags at-risk students before hall-ticket generation.
🔹 Exam Conduct Monitoring: centre setup, invigilator logs, candidate attendance;
CBT behaviour alerts using anomaly detection.
🔹 Evaluation / OSM: scanned copies, evaluator allocation, workload dashboards;
AI detects marking outliers, inconsistency, and delay risks.
🔹 Results: moderation, grace rules, program/course analysis;
AI simulates policy impact and identifies abnormal fail/grade spikes.
🔹 Malpractice & Grievances: logs, inquiries, case status;
AI highlights patterns and repeat offenders.
🔹 OBE & Reports: CO/PO attainment analytics, gazette, TR, attendance, evaluator reports;
AI summarises findings for quick decision-making.
🔹 AI Risk Radar & Daily Brief: predicts delays, highlights anomalies, and lists daily action priorities.
Dean / Director Dashboard (AI Academic Leadership)
AI-Enhanced Academic Leadership Dashboard
🔹 Academic Pulse: active students, faculty workload, teaching completion, programs at risk, backlog alerts, critical notices.
🔹 Program/Dept Analytics: pass/fail/dropout trends, utilisation, CO/PO attainment, department rankings.
🔹 AI Risk Radar: flags low performance, poor attendance, low CO attainment, faculty shortages—with action priorities.
🔹 Faculty Operations: workload balance, timetable optimisation, teaching coverage %, feedback summaries, IA trends, quality index (qualifications, FDPs, research output).
🔹 Attendance & Engagement: heatmaps, defaulter lists, engagement dip alerts; AI-based counselling recommendations.
🔹 Exams & IA Governance: course-wise analysis, hard/easy pattern detection; AI moderation checks and result predictions.
🔹 Teaching–Learning Tracker: coverage vs timeline; AI suggests extra classes, reassignment, or content revision.
🔹 Placements (if applicable): offers, % trends, salary benchmarks, skill gap analysis; AI recommends target companies and training modules.
🔹 Admissions (Academic Lens): seat matrix, demand ratio, dropout analytics, demographics; AI suggests program changes or new offerings.
🔹 Welfare & Grievances: discipline cases, counselling patterns; AI highlights stress hotspots by program/semester.
🔹 Compliance: NAAC/NBA/OBE progress, documentation status; AI suggests actions to improve scoring.
🔹 Daily Academic Brief: class status, attendance, substitutions, key issues, evaluation status — auto-generated.
Faculty Dashboard (AI Teaching Companion)
AI-Enhanced Faculty Dashboard
🔹 Home Cards: today’s timetable, courses, student counts, coverage %, pending evaluations, mentor alerts, notices.
🔹 Timetable & Classes: clash flags; AI recommends ideal extra class slots.
🔹 Teaching / Lesson Planning: unit progress, lesson plans, LMS uploads; AI suggests content improvements and pace adjustments.
🔹 Attendance: one-tap marking, auto notifications, attendance trends; AI identifies low-attendance risks.
🔹 Assignments & Quizzes: creation, rubrics, auto-MCQ generator, bulk marks entry; AI detects plagiarism cues, difficulty level balance, and failure risk.
🔹 Internal Evaluation: moderation insights, weightage trends; AI highlights performance outliers.
🔹 Performance & Risk: weak/strong learner identification, topic mastery, engagement scores; AI generates remedial student lists.
🔹 Mentor–Mentee: mentee profiles, trends, notes, meeting logs; AI offers behavioural and academic support tips.
🔹 Exam Duties: invigilation, seating, evaluation allocation, blueprint mapping; AI checks balance and consistency in question papers.
🔹 Research & FDP: publications, API/PBAS metrics, workshops; AI recommends journals, venues, and training programs.
🔹 Communication & Daily Brief: announcements, duties, reminders, and alerts for students needing attention.
Student Dashboard (AI Study Companion)
AI-Driven Student Dashboard
🔹 Quick View: today’s classes, attendance %, upcoming work, IA scores, exam timetable/hall ticket, performance insights, alerts.
🔹 Smart Timetable: real-time updates with AI-recommended study/revision slots.
🔹 Attendance Tracker: subject-wise graphs, shortage alerts; AI gives “reach 75%” planning.
🔹 Assignments & Materials: notes/PPTs/videos, online submissions; AI nudges for deadlines and extra resources.
🔹 Performance: IA/quiz/unit/practical/semester marks; AI predicts grades and suggests improvement actions.
🔹 Exam Centre: schedules, hall ticket, seating plan, previous papers; AI creates personalised revision plans.
🔹 OBE View: CO mastery progress; AI recommends targeted lessons to improve outcomes.
🔹 Mentor & Support: chat, tasks, concerns; AI identifies stress or academic risk signals.
🔹 Fees: payment status, instalments, receipts; AI reminders for dues.
🔹 Library & LMS: issued books, e-resources, due dates; AI suggests materials and overdues alerts.
🔹 Services: certificates, leave, hostel/transport, grievances — everything with real-time status.
🔹 AI Assistant: instant answers for attendance, marks, hall ticket, class topics.
🔹 Motivation: streak trackers, badges, progress messages to keep learning momentum high.
Parent Dashboard (AI Guardian View)
AI-Powered Parent Dashboard
🔹 Overview: profile, performance indicators, attendance %, pending work, exam updates, fee status, alerts.
🔹 Attendance: subject-wise trends with AI predictions for falling below 75%.
🔹 Performance: IA/tests/assignments/practicals, semester history; AI highlights strengths, risks, and action plans.
🔹 Homework & Materials: pending/submitted items with automated reminders.
🔹 Exams: upcoming schedules, hall-ticket visibility, eligibility alerts.
🔹 Fees: paid/due, instalments, fines; AI reminders and suggestions.
🔹 Mentor Connect: messages, meetings, counselling notes, behaviour reports.
🔹 Discipline & Welfare: behaviour issues, counselling support; AI flags stress/absence patterns.
🔹 Hostel/Transport: room details, route, bus tracking and attendance (if enabled).
🔹 Multi-Child Access: switch between profiles instantly.
🔹 AI Parent Assistant: quick answers for attendance, marks, fees, exams, homework, and behaviour updates.
Librarian Dashboard (AI Library Control)
AI-Powered Library Dashboard
🔹 Overview: holdings, members, issues/returns, overdues, fines, new arrivals, alerts.
🔹 Catalog & Acquisition: ISBN autofill, DDC, shelf mapping, journals/e-resources; AI suggests subjects, flags low-use titles, and replacements.
🔹 Circulation: issue/return/renew workflows, reminders, demand/reservation tracking.
🔹 Membership: categories, lending limits, expiries; AI highlights inactive users and heavy readers.
🔹 Overdues & Fines: auto fine rules, bulk notices; AI detects late-return patterns.
🔹 Digital Use: e-resources and platform analytics; AI alerts under-use and recommends improvements.
🔹 Demand & Recommendations: syllabus-driven book lists, most-requested titles, top recommendations.
🔹 Engagement: footfall, peak hours, top borrowers; AI identifies usage trends.
🔹 Inventory & Weeding: stock verification, missing/damaged logs; AI flags never-borrowed titles and duplicates.
🔹 Rules & Workflows: lending, renewal, fine, reservation, purchase, vendor, and binding workflows.
🔹 Reports & Notices: registers, audits, new arrivals board; AI creates monthly summaries.
Vice Chancellor Dashboard (AI University 360)
AI-Powered University Leadership Dashboard
🔹 Executive Indicators: students, faculty, staff; schools/programs; academic/financial indices; research/placement/compliance trackers; critical alerts.
🔹 Admissions & Growth: seat fill, conversions, demand heatmaps, dropout/migration patterns; AI forecasts admissions and suggests program strategy.
🔹 Academic Quality: pass/fail/backlog trends, teaching coverage, CO–PO attainment, course file status, audit compliance; AI raises alerts and capacity recommendations.
🔹 Exams: publishing timelines, delays, malpractice patterns, revaluation status; AI predicts fairness gaps and delay risks.
🔹 Finance: fee vs expected, dues, revenue by department, concessions, expenses; AI predicts budget needs and deficit risks.
🔹 HR: faculty excellence index, workload, feedback, research output, training, hiring/retirements; AI identifies high/low performers and gaps.
🔹 Research & Innovation: publications, patents, grants, MoUs, incubation analytics; AI highlights focus areas and collaboration opportunities.
🔹 Compliance: NAAC/NBA/NIRF/UGC trackers; AI detects gaps and predicts score impact.
🔹 Welfare & Grievances: satisfaction measures, counselling needs, placements; AI identifies stress clusters and support requirements.
🔹 Infrastructure: utilisation, occupancy, energy, maintenance; AI suggests cost savings and optimisation strategies.
🔹 Risk Radar & Governance Hub: early warnings, priorities, dean/HOD communication hub, daily/weekly VC briefs.
Inventory Head Dashboard (AI Stores)
AI-Powered Stores & Inventory Dashboard
🔹 Snapshot: items, categories, stock in/out, low stock alerts, PR/PO status, vendor orders, total inventory value, expiry/damage notifications.
🔹 Stock Monitoring: thresholds, expiry tracking, fast/slow movers; AI forecasts consumption, seasonal needs, and exam-week buffers.
🔹 PR/PO & Vendors: approvals, GRN, quotations, vendor performance scoring; AI recommends best vendor/pricing and detects duplicates/anomalies.
🔹 Issue/Return/Consumption: item flow to labs, departments, hostels, and events; fines, damages; AI highlights usage spikes and overconsumption.
🔹 Assets & Equipment: tagging, location mapping, AMC/warranty, service log, depreciation; AI predicts maintenance schedules and end-of-life cycles.
🔹 Valuation & Budget: FIFO/LIFO/weighted average, rate history; AI suggests cost optimisation, prevents overstocking, and flags low-use items.
🔹 Expiry/Damage/Loss: risk tracking, misuse/theft detection; AI suggests redistribution and preventive actions.
🔹 Department Allocation: issued stock, usage history, balances, budgets; AI forecasts future requirements.
🔹 GRN & QC: scanning, verification, lot/batch checks; AI flags short supply or repeated QC failures.
🔹 Transfers & Reports: inter-department stock transfers, full audit registers, consumption summaries, and monthly AI insights.
Registrar Dashboard (AI Governance)
AI-Powered Registrar Governance Suite
🔹 Executive Admin: students/staff/faculty counts, admissions status, calendar/session tracker, compliance score, pending approvals, affiliation tracker, system alerts.
🔹 Admissions & Migration: admission verification, migration in/out, certificates; AI highlights bottlenecks and delays.
🔹 Academic Calendar: events, joins/relieves, holidays, circulars, office orders; AI detects conflicts and overlaps.
🔹 Exams (Oversight): hall-ticket status, result-publishing timelines, withheld/malpractice/revaluation, degree printing; AI flags delay risks.
🔹 Certificates & Services: real-time tracking; AI highlights high-pending or overdue items.
🔹 HR Records: attendance, service books, promotions, leave, contracts, confirmations, retirements; AI detects shortages and irregularities.
🔹 Regulatory & Accreditation: NAAC/NBA/NIRF/affiliation/disclosure trackers; AI alerts for gaps, missing documents, and due dates.
🔹 Finance Oversight: approval policies, budget snapshot (view only), PR/tender forwarding, payroll anomaly checks; AI flags policy violations or delays.
🔹 Hostel/Transport/Infrastructure: occupancy, routes, rosters, maintenance, incidents; AI detects safety concerns and repeat issues.
🔹 Grievances / RTI / POSH: escalations, pendency, TAT; AI identifies repeated hotspots.
🔹 Document Control: orders, policies, minutes, gazette notifications; AI suggests missing files and eases retrieval.
🔹 AI Governance Assistant: instant answers on admissions, exams, certificates, HR, compliance, and policies.
Admission Head Dashboard (AI Seat Control)
AI-Powered Admission Control & Intelligence
🔹 Executive KPIs: enquiries, applications, verified, admissions, seat fill %, fee collection, high-risk alerts.
🔹 Leads: source/channel analysis, funnel stages, follow-ups, counsellor reminders; AI identifies hot leads and top-performing sources.
🔹 Applications & Verification: document status, pending issues, rejected reasons; AI flags stuck applicants and suggests priority actions.
🔹 Seat Matrix: real-time program/category/round fill; AI predicts early closures and at-risk programs needing action.
🔹 Funnel & Conversion: drop-off points, counsellor success rate; AI recommends improvements and touchpoints.
🔹 Counselling: schedules, ranks, allotments, movement across rounds; AI forecasts round shifts and demand trends.
🔹 Payments: admission, confirmation, instalments, dues; AI auto-generates reminders and flags fee risks.
🔹 Campaign ROI: marketing spend → leads → conversions → admissions; AI recommends scale-up or stop actions for campaigns.
🔹 Eligibility & Scholarships: missing documents, mismatches, scholarship checks; AI detects duplicates and projects revenue impact.
🔹 Agents / Schools: performance score, conversion, commissions; AI gives reward/training recommendations.
🔹 Comms Hub & AI Daily Brief: SMS/Email/WhatsApp communication + morning predictions by program.
CRM Head Dashboard (AI Lead Engine)
AI-Driven Lead Intelligence & Conversion Control
🔹 Lead Snapshot: enquiries, applications started, admissions, conversion %, hot/warm/cold categories, follow-ups due, stalled leads, alert flags.
🔹 Pipeline & Funnel: stage-wise drop-offs; AI detects leakage points and highlights high-potential courses for targeted focus.
🔹 Source Analytics: Google, Meta, YouTube, WhatsApp, newspaper, agents, walk-ins, website—AI computes CPL, CPA, ROI, and best-performing channels.
🔹 Counsellor Performance: response time, conversion rate, calls/notes quality; AI suggests load balancing, training needs, and performance boosters.
🔹 Follow-Up Automation: reminders, notes, call logs; AI generates overdue lists and shows their projected impact on admissions.
🔹 Comms Timeline: unified view of calls, SMS, WhatsApp, email, chat—no more scattered tracking.
🔹 Hot Lead Scoring: AI behaviour scoring, click patterns, form attempts; instantly identifies leads ready to convert.
🔹 Demand & Prediction: expected admissions by department, program, geography; AI recommends targeting clusters.
🔹 Campaign Tracker: spend, creatives, demographics, conversions; AI suggests scale-up/stop/retarget decisions.
🔹 Agents / Branches: multi-campus view; AI insights on agent ROI, commissions, and training needs.
🔹 De-duplication: AI detection of spam, fake, repeated, and duplicate leads to keep the CRM clean.
🔹 Daily AI CRM Brief: hot leads, missed follow-ups, predicted admissions, high-impact actions.
IQAC Director Dashboard (AI Quality Nerve Center)
🔹 Quality Snapshot: AQI, NAAC completion %, AQAR/IIQA/SSR status, faculty API/PBAS health, department compliance, student performance, research score, critical alerts.
🔹 NAAC/NBA Progress: criteria-wise completion, evidence uploads, responsibility tracker, delays; AI highlights gaps and strengths.
🔹 AQAR / IIQA / SSR Tracking: DVV queries, visit preparation; AI auto-maps documents and drafts major sections.
🔹 Quality KPIs: publications, citations, FDPs, SSS, alumni, extension activities, employability indicators.
🔹 Department Compliance: documentation, audits, research output, qualifications, infrastructure readiness; AI flags issues.
🔹 Academic Audits: teaching coverage, result analysis, lab/clinical audits, attendance audits; AI predicts risk areas.
🔹 Research & Innovation: papers, patents, projects, grants, MoUs, incubation; AI suggests focus clusters.
🔹 Faculty Quality: API/PBAS, workshops, feedback, FDPs; AI identifies promotion readiness, training requirements.
🔹 Student-Centric Metrics: SSS, grievances, mentor-mentee activity, progression, dropout trends; AI flags critical batches.
🔹 Best Practices & Values: green/energy/waste/water/ICT initiatives; AI drafts best practices and evidence pointers.
🔹 Meetings & Policies: minutes, ATR, plans, handbooks; AI generates agendas, summaries, pending actions.
🔹 AI Quality Brief: daily gaps, weekly readiness report, priority alerts.
LMS Dashboard (AI Learning Hub)
🔹 Home Cards: Dashboard widgets auto-adjust for students and faculty, showing what matters most.
🔹 Courses: syllabus, modules, videos, PDFs, PPTs, question banks, forums; AI suggests structure improvements and missing resources.
🔹 Classes / Live Sessions: schedules, attendance, recordings; AI alerts for student struggle patterns and attendance drops.
🔹 Materials: centralized resource library with smart search; AI recommends additional materials for weak learners.
🔹 Assignments: plagiarism detection, rubrics, deadlines, late submissions; AI scoring support and performance predictions.
🔹 Quizzes / Exams: randomized MCQs, secure exam modes; AI analytics for difficulty level and mastery gaps.
🔹 Progress Tracking: student progress bars, topic mastery indicators; faculty heatmaps to identify low-performing learners.
🔹 OBE Integration: CO mapping, attainment charts; AI flags low-attained COs and suggests remedial actions.
🔹 Discussions: trending Q&A threads; AI generates suggested responses and identifies common doubts.
🔹 Gamification: points, badges, leaderboards, challenges to improve engagement.
🔹 Notifications & AI Assistant: personalized reminders, nudges, and instant answers for queries.
HR Head Dashboard (AI People Ops)
Key Insights & Controls
🔹 Workforce Snapshot: totals, attendance today, pending leaves/approvals, performance index, critical alerts.
🔹 Attendance: biometric sync, late/early, overtime, department-wise views; AI flags proxy patterns and unusual behaviour.
🔹 Leave Management: balances, trends, approvals; AI identifies manpower gaps and suggests optimal approval decisions.
🔹 Recruitment: ATS pipeline, interviews, offers, joining status; AI-assisted screening, ranking, and benchmarks.
🔹 Payroll: salary slips, deductions, increments, PF/ESI/TDS, full & final; AI detects anomalies and forecasts salary impact.
🔹 Appraisals & KPIs: KPI/API dashboards, goals, department comparisons; AI flags high performers and burnout risks.
🔹 Training & FDP: participation, certifications, learning progress; AI recommends upskilling paths and training needs.
🔹 Service Books: employee records, documents, assets; AI reminders for expiries and promotion eligibility windows.
🔹 Manpower & Workload: strengths, utilisation, vacancies, retirements; AI forecasts hiring needs and skill shortages.
🔹 Wellness & Grievances: counselling, grievance TAT; AI highlights stress indicators and recurring issues.
🔹 Compliance: UGC/council staffing norms, PF/ESI/TDS, contracts; AI tracks due dates and missing compliance steps.
🔹 Letters & Notices: automated HR orders and communications with workflow approvals.
🔹 AI Briefings: daily and weekly HR health summaries with trends and recommendations.
Hostel & Mess Dashboard (AI Residential)
Key Insights & Controls
🔹 Home Cards: rooms/beds/occupancy, check-ins/outs, waiting list, discipline; today’s meals, weekly consumption, inventory, billing.
🔹 Allocation: room changes, category management, fee status; AI suggests optimal allotments.
🔹 Attendance & Movement: entry/exit logs; AI flags late-night and unusual movement patterns.
🔹 Discipline & Safety: complaints, actions, counselling; AI highlights high-risk profiles and recurring issues.
🔹 Billing: hostel/mess fees, refunds, damages; AI alerts for low collections and high dues.
🔹 Maintenance: tickets, SLAs, assignments; AI recommends preventive maintenance cycles.
🔹 Meals: swipe counts, special diets; AI forecasts meal volumes to reduce waste.
🔹 Menu & Nutrition: weekly planner, feedback; AI suggests healthier and more popular adjustments.
🔹 Inventory: stock, purchases, expiry; AI identifies least-cost vendors and unusual usage patterns.
🔹 Visitors & Guest Rooms: visitor logs and guest room status; AI occupancy and usage alerts.
🔹 CCTV/Security (if enabled): camera status and heatmaps for sensitive zones.
🔹 Grievances & Briefs: trends and actions, with daily/weekly AI summaries for wardens and management.
Transport Dashboard (AI Fleet)
Key Insights & Controls
🔹 Snapshot: vehicles, active/maintenance, assigned users, GPS status, routes, fuel data, services, safety alerts.
🔹 Route Optimisation: occupancy, time, distance, punctuality; AI suggests shortest/merged/split routes, predicts delays, and flags route deviations.
🔹 Live Tracking: speed, unscheduled stops, ETA, panic events; AI detects unsafe driving behavior.
🔹 Allocation: route/stop mapping, seat allotment, transport fee; AI flags under-usage and overloading.
🔹 Transport Attendance: board/drop logs; AI identifies frequent absentees and unusual patterns.
🔹 Fuel & Costs: mileage, refills, route cost, theft/dip alerts; AI predicts fuel spikes and budget overruns.
🔹 Maintenance: service/repair history, tyre/battery status, insurance/FC/PUC; AI sends maintenance reminders.
🔹 Drivers & Helpers: profiles, licence expiry, attendance, behavior metrics; AI highlights risk patterns.
🔹 Fee & Billing: collection, dues, route-wise revenue; AI identifies loss-making routes.
🔹 Safety & Incidents: CCTV snapshots/incidents; AI identifies dangerous routes and recurring risk zones.
🔹 Reports & AI Briefs: punctuality, fuel usage, fleet health, revenue vs cost — plus monthly AI insights and summaries.
AI-Enabled Dashboards — Smarter Decisions, Faster
Get instant, role-based insights that turn raw institutional data into meaningful action. Whether you’re a Chairman, VC, Dean, CoE, Faculty, Student, or Parent—Cyborg’s AI-Enabled Dashboards give you real-time clarity across academics, finance, exams, attendance, performance, risk alerts, and operations. No manual reports. No delays. Just transparent, data-driven decision-making.
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