CatalystBox — National Education Intelligence Infrastructure

Feature	Core	Gold	Platinum	Diamond
Core snapshot
CGEB composite score (current year)		—	—	—
SEI / TEI / PTI breakdown bar		—	—	—
National percentile rank		—	—	—
QR code generation & deployment		—	—	—
Single feedback cycle per year		—	—	—
Analytics & benchmarking
3-year historical trend (all indices)	—		—	—
City + state peer benchmarking	—		—	—
Class & section drill-down	—		—	—
Issue heatmaps (stress, safety, disengagement)	—		—	—
Stakeholder split view	—		—	—
Annual PDF summary report	—		—	—
Unlimited feedback cycles	—		—	—
Email alerts on score changes	—		—	—
AI intelligence & parent engagement
National cross-board benchmarking	—	—		—
Gemini AI narrative action plans	—	—		—
Parent-facing quality score card (URL)	—	—		—
Teacher-level anonymised feedback view	—	—		—
Custom survey builder (5 questions)	—	—		—
Custom-branded PDF reports	—	—		—
Quarterly strategy review calls	—	—		—
5-year longitudinal archive	—	—		—
Enterprise & chain management
Multi-campus unified dashboard (up to 10)	—	—	—
ERP / SIS API integration	—	—	—
Dedicated named account manager	—	—	—
Custom CGEB parameter weightage	—	—	—
White-label parent portal	—	—	—
Chain-level aggregate reporting	—	—	—
Priority support — 4-hour SLA	—	—	—
Annual in-person strategy session	—	—	—

Who We Are

About CatalystBox

CatalystBox is a national education feedback and intelligence platform operated by Fresh Eye Foundation — a civic intelligence organisation registered as a One Person Company under the Companies Act of India, headquartered in Uttar Pradesh.

For the purposes of the Digital Personal Data Protection Act 2023, Fresh Eye Foundation is the Data Fiduciary for all data processed through CatalystBox. Privacy contact: hello@catalystbox.in.

Scope

Where This Policy Applies

This Privacy Policy covers: the CatalystBox website at catalystbox.in, the CatalystBox analytics dashboard, and all anonymous feedback forms deployed by CatalystBox to schools and institutions.

It governs three groups: feedback respondents (students, teachers, parents who submit feedback), website visitors (anyone who browses catalystbox.in), and dashboard users (school administrators and board officials who access the analytics platform). Each group is addressed separately below.

Feedback Respondent Data

When You Submit Feedback

This is the most important section for students, teachers, and parents. Read it carefully — it explains exactly why you are safe when you speak through CatalystBox.

"We have built CatalystBox so that identifying who submitted a response is architecturally impossible. Not just against policy — impossible."

What we collect from you

School identifier code — pre-filled in the form link. Identifies the school, not you.
Academic year — pre-filled. Used for trend analysis over time.
Respondent type — student, teacher, or parent. A category, not an identity.
Scaled survey responses — your numeric ratings for school quality questions.
Open text response — optional. AI-processed for sentiment only. Never shared. Please don't include personal names.
Gender — student forms only, aggregated. Used for the girl student experience metric. Not used for identification.
Submission timestamp — server-generated. Used for fraud detection at school level.

What we never collect from you

Your name, email address, phone number, device ID or fingerprint, IP address (not logged), GPS location, photograph, biometric data, social media profile, caste or religion. These fields do not exist in our forms. They cannot be submitted.

Legal basis

Processing is based on your voluntary consent by choosing to submit the form. Because we collect no personal identifiers, most of what we hold does not constitute "personal data" under the DPDP Act 2023. We nonetheless apply the Act's standards as a matter of policy — not just legal compliance.

Website Visitor Data

When You Visit catalystbox.in

Our hosting infrastructure transiently processes your IP address to serve the page to your browser. We do not store it. It is not logged. It is not associated with your visit.

CatalystBox does not use Google Analytics, Meta Pixel, or any third-party behavioural tracking on its website. We do not track you across sessions or across sites. Our website sets no persistent cookies when you browse it.

Dashboard User Data

School Admin & Board Access

School administrators and board officials who access the CatalystBox analytics dashboard have accounts in our system. We hold: email address (for login), assigned role, affiliated institution, and account timestamps.

This data is used solely to provide authenticated access. It is not used for marketing or profiling. Accounts can be deleted at any time by writing to hello@catalystbox.in. Accounts inactive for 12 months are deleted automatically.

Cookies & Tracking

We Don't Track You

The CatalystBox website

No cookies. No tracking scripts. No analytics. Visiting catalystbox.in leaves no traceable record with us beyond what hosting infrastructure processes transiently to serve the page.

Feedback forms

Our feedback forms are delivered through a third-party form provider. That provider may set functional cookies as part of their infrastructure — governed by their own privacy policy. We do not access or process any cookies they set.

Dashboard application

The dashboard maintains your session using a session token that expires automatically after 8 hours. It is used for no purpose other than keeping you logged in.

📢 No advertising cookies — ever

CatalystBox uses no advertising or remarketing technology anywhere. No Meta Pixel. No Google Ads. This is a permanent commitment.

How We Use Data

Data Used Only for School Intelligence

Feedback response data

Scoring: Compute school quality dimension scores and the CatalystBox composite benchmark index.
Sentiment analysis: Extract qualitative signals from optional open text to detect school-level patterns.
Benchmarking: Aggregate school scores into city, district, state, and national comparisons.
Research: Provide anonymised aggregated datasets to research partners — no individual response data is used for this purpose.
Fraud prevention: Detect and exclude anomalous or duplicate submissions at school level.

Website and dashboard data

Page delivery: IP addresses processed transiently by hosting infrastructure only. Not stored by us.
Authentication: Dashboard account details used to verify identity and authorise access only.

We do not use any data for advertising, marketing, behavioural profiling, or training AI models. We do not sell data. Full stop.

Sharing & Disclosure

Who We Share Data With

CatalystBox shares data only in these specific circumstances:

With schools: Their own aggregate scores and trends only. No individual responses. No other schools' data.
With education boards: Aggregate metrics for affiliated schools only. No individual responses.
With infrastructure providers: Third-party services that power our operations process data as required for those specific functions only, under data processing agreements.
With research partners: Anonymised, aggregated datasets under signed agreements with anonymisation requirements and minimum cohort size thresholds to prevent re-identification.
Under legal compulsion: Only when required by a valid, binding legal order from a competent Indian authority. We notify affected parties to the extent the law permits.

We never share individual response data, school scores with unaffiliated parties, or any data with commercial data brokers or advertisers.

Student Privacy

Extra Protection for Every Student

CatalystBox is used by students — many of them under 18. The DPDP Act 2023 imposes specific obligations on systems handling children's data. Our architecture goes further than the law requires.

Because CatalystBox collects no personal identifiers from any respondent, it does not hold personal data about children in the conventional sense. Beyond that architectural guarantee, we apply these specific additional safeguards:

🚫No profiling, targeting, or commercial use — permanently

We do not build individual profiles from student responses. We do not use student data for advertising, recommendations, or targeting of any kind. Data from student submissions will never be sold or commercially transferred. This restriction is permanent and not subject to revision.

⏳Shorter retention for student open text

Open text from student forms is deleted after 12 months — shorter than numeric responses — because free text carries a greater risk of inadvertent personal disclosure.

🏫Schools ensure informed participation

CatalystBox has no direct contact with students outside the anonymous form. Schools that deploy our QR codes are responsible for communicating the voluntary and anonymous nature of participation to students and for applying any applicable child safety obligations.

📩 For parents and guardians

If you have concerns about data from your child's school, write to hello@catalystbox.in. We cannot retrieve a specific student's response — by design, we cannot link any response to any individual. But we can confirm our practices in writing and provide assurance of deletion per our schedule.

Your Rights

Your Rights Under DPDP Act 2023

Under the Digital Personal Data Protection Act 2023, you have rights with respect to personal data held about you. Here is how those rights apply given our anonymous architecture.

🗂️ Right to Access

For feedback respondents: we hold no identifying information — no record linked to you exists. For dashboard users: contact us to receive a copy of your account data.

✏️ Right to Correction

For feedback respondents: responses cannot be linked to your identity. For dashboard users: contact us to update your account details.

🗑️ Right to Erasure

All response data is automatically deleted per our retention schedule. Dashboard users may request account deletion at any time. Completed within 30 days of request.

🔄 Right to Withdraw Consent

Participation is voluntary. Simply not submitting a form is all that is required. Dashboard users may request account closure at any time.

📢 Right to Grievance Redressal

Raise any privacy concern at hello@catalystbox.in. We acknowledge within 3 business days and resolve within 10 business days.

⚖️ Right to Escalate

If unsatisfied with our response, you have the right to escalate to the Data Protection Board of India under the DPDP Act 2023 framework.

Security

How We Protect Data

CatalystBox implements encryption in transit (TLS/HTTPS), encryption at rest, role-based access controls, and audit logging across all systems.

The most meaningful security measure is structural: a breach of our response database cannot expose personal information about respondents — the database contains none. The only data at risk in a security incident is school-level aggregate metrics, which are not personal data.

In the event of a security incident, we follow our Data Governance Charter — containing the incident within 24 hours, notifying affected parties within 72 hours, and publishing a public summary within 30 days.

Policy Changes

When This Policy Changes

Material changes — any change that reduces privacy protections or alters how we use data — require a minimum 30-day public notice period before taking effect.

Non-material changes — clarifications, corrections, additions for new features using the same data model — may be made without notice.

The current version is always at catalystbox.in/privacy.

Contact

Questions? Reach Out.

CatalystBox — Privacy
A product of Fresh Eye Foundation · Uttar Pradesh, India

hello@catalystbox.in

We acknowledge all privacy communications within 3 business days and provide a substantive response within 10 business days. For technical data architecture details, see our Data Governance Charter.

Foundational Principles

Rules We Will Never Break

These are not policies — they are the constraints within which CatalystBox is built. No commercial rationale, partner request, or technical shortcut can override them.

🏗️ Anonymity by architecture, not by promise

We do not collect personal identifiers and then promise not to use them. We build systems where those fields do not exist. A policy can be changed. An architecture with no field for a name cannot leak one.

📐 Collect only what the output requires

Every data point we collect must directly contribute to a school quality score, a trend, or an alert. If it doesn't, we don't collect it. This ensures a data breach can never expose what we never held.

📊 Schools receive scores, never individual voices

No individual response is visible to any party — including the school it came from. A school sees a CatalystBox Score and dimension trends. It never sees a response traceable to a specific student, teacher, or parent.

🛡️ The system protects respondents from institutions

The student most likely to have important things to say is often most at risk if identified. Our anonymity architecture ensures no administrator, teacher, or board official can ever determine who said what — regardless of their access level.

🚫 No sale or commercial transfer of response data — ever

CatalystBox will never sell, licence, or commercially transfer raw response data to any third party. Our commercial model operates on aggregated intelligence products — school reports, benchmarks, policy datasets — not on the underlying responses.

What We Collect

The Complete Data Inventory

The following is every data field collected through CatalystBox feedback forms. Nothing beyond this list is collected.

Field	Type	Purpose	Collected
School Identifier Code	Institutional	Attribute responses to the correct school for scoring	✓ Yes
Academic Year	Temporal	Year-on-year trend analysis	✓ Yes
Respondent Type	Category only	Weight responses across dimension scores	✓ Yes
Scaled Survey Responses	Numeric ratings	Input to school quality dimension scores	✓ Yes
Open Text Response	Unstructured text (optional)	Qualitative signal extraction via AI sentiment analysis	✓ Yes
Gender (student forms only)	Category, aggregated	Girl student experience equity metric	✓ Yes
Submission Timestamp	Server-generated	Fraud detection at school level	✓ Yes

🔒 On the optional open text field

This field is processed by AI for sentiment classification only. Raw text is never shared externally, never shown in dashboards, and deleted on a shorter schedule than numeric responses. Please do not include personal names in this field.

What We Never Collect

Permanently Excluded Data

These categories are permanently excluded. They are not fields we hold but protect — they are fields our system cannot receive.

Data Category	Collected	Reason
Name (any)	✗ Never	Primary anonymity guarantee — foundational to the system's credibility
Email address	✗ Never	No login required; no contact information collected at any point
Phone number	✗ Never	Not requested; not required for form submission
Device ID or fingerprint	✗ Never	Fraud prevention uses session-based methods only — no persistent device tracking
IP address (stored)	✗ Never stored	Transiently visible at network layer; never logged or linked to any response
GPS or location	✗ Never	School identified by pre-filled code — no location capture performed
Biometric data	✗ Never	Not required; not requested; not captured under any circumstance
Social media profile	✗ Never	No social login; no account creation required to respond
Caste, religion, or community	✗ Never	Sensitive personal data under DPDP Act 2023; outside our scope entirely

"The school identifier code is the deepest identifier in our system. It points to an institution — never to a person."

How Data Flows

From Submission to School Intelligence

Every piece of data follows a defined path from the moment a respondent submits a form to the moment an insight reaches a dashboard.

01 · Submission

A respondent scans a school-specific QR code. The form opens with the school's identifier and academic year pre-filled. The respondent answers scaled survey questions and an optional free-text field. No personal information is requested at any point in this flow.

02 · Processing & scoring

Responses are processed into school-level quality scores across multiple dimensions. The individual response record is the input — a school-level aggregate is the only output carried into any downstream layer. Individual records are not accessible through any dashboard or report.

03 · AI sentiment analysis

Open text responses are analysed by AI for sentiment classification and signal extraction. Results are aggregated at school level before delivery. The original text is held only in secured internal systems, subject to our retention schedule, and never appears in any output delivered externally.

04 · Dashboard delivery

School and board dashboards display aggregate scores, trends, dimension breakdowns, and comparative benchmarks. No individual response appears at any point in the delivery layer. Every figure a school or board sees is a statistical aggregate derived from multiple responses.

Access & Disclosure

Who Sees What Data

Access to CatalystBox data is role-based and strictly segmented. The boundaries below are enforced at the system level — they are not guidelines, they are permissions.

School Administrator

Can see Own school's aggregate scores, dimension trends, comparative benchmarks, risk flags

Cannot see Individual responses, any other school's data

Education Board

Can see Affiliated schools' aggregate metrics, board-level distribution and benchmarking

Cannot see Individual responses, non-affiliated school data

Research Partners

Can see Anonymised aggregate datasets — minimum cohort threshold applies

Cannot see Individual responses, identifiable data of any kind

CSR & NGO Partners

Can see Aggregate programme-level impact metrics per funding agreement

Cannot see Individual responses, data outside agreed scope

Government / Law Enforcement

Can see Data only under a valid, binding legal order — we do not volunteer data

Cannot see Anything in the absence of legal compulsion

We do not share individual response data with any third party except under a valid legal order, to research partners under signed agreements with anonymisation requirements, or to infrastructure providers necessary to operate the platform. All research disclosures require minimum cohort sizes to prevent re-identification.

Student Data Protections

Extra Safeguards for Every Student

Most CatalystBox respondents are students — many of them under 18. The DPDP Act 2023 establishes specific protections for children's data. We apply stricter standards than the law requires.

🧬 No personal data from students — structurally guaranteed

Because CatalystBox collects no personal identifiers from anyone, it does not hold personal data about minors in the conventional sense. A numeric rating submitted without any name or identifier cannot be linked to a specific student under any definition of personal data.

🚫 No profiling, targeting, or commercial use — ever, permanently

We do not build individual profiles from student responses. We do not use student data for advertising, recommendations, or targeting of any kind. Data from student submissions will never be sold or commercially transferred in any form. This restriction is permanent and not subject to revision.

🏫 Schools mediate student participation

CatalystBox has no direct contact with students outside the anonymous feedback form. Schools distribute QR codes and are responsible for communicating the voluntary and anonymous nature of participation, and for applying any child safety obligations under their own institutional rules.

⏳ Shorter data retention for student open text

Open text responses from student forms are deleted after 12 months — shorter than numeric responses — because free text carries a greater risk of inadvertent personal disclosure. Sentiment scores derived from the text are retained separately as part of aggregate school records.

Data Retention

How Long We Hold Data

Individual response records24 months

Retained from the end of the academic year in which they were submitted. Permanently deleted at the close of this period. Cannot be restored once deleted.

Open text responses12 months

Shorter schedule than numeric responses given the higher potential for inadvertent personal information in free text. AI sentiment scores from this text are retained separately as part of aggregate school records.

School aggregate scoresIndefinite

Retained for longitudinal trend analysis and year-on-year benchmarking. These records contain no individual-level data and present no anonymity risk.

System audit logs5 years

Retained for security review and regulatory compliance. Audit logs do not contain any response content.

Your Rights

Your Rights Under DPDP Act 2023

Under the Digital Personal Data Protection Act 2023, you have rights with respect to personal data held about you. Here is how those rights apply given our anonymised architecture.

Right to access and correction

Because CatalystBox holds no identifying information, there is no "your record" we can retrieve or correct for feedback respondents. This is a design choice, not a limitation on willingness. All response data is automatically deleted per our retention schedule. Dashboard users (school administrators) may contact us to access or correct account details.

Right to erasure

Respondents who want written confirmation that responses from a specific school and period have been deleted may request this at hello@catalystbox.in. We will confirm in writing.

Right to object

Participation is entirely voluntary. Not submitting a form is all that is required. Non-participation has no consequence for any respondent.

Right to grievance redressal

Any concern about our data practices may be raised at hello@catalystbox.in. We acknowledge within 3 business days and provide a substantive response within 10 business days.

Oversight

Independent. Credible. Neutral.

Independent Advisory Board

CatalystBox is governed by an Independent Advisory Board comprising educators, child psychologists, data privacy specialists, and child safety experts. The Board reviews data governance practices annually. Its recommendations on privacy protections are binding on CatalystBox operations.

Charter revision

Material changes to this charter — any change that reduces privacy protections for respondents — require a minimum 30-day public notice period before taking effect. Non-material changes (clarifications, corrections) may be made without notice.

Security incidents

In the event of a security incident, CatalystBox will: contain it within 24 hours; assess scope within 72 hours; notify affected institutional partners; notify the relevant data protection authority per DPDP Act 2023; and publish a public summary within 30 days. A breach of our response data cannot expose personal information — none is held.

Contact

Questions? We're Listening.

For questions about this charter, data practices, or your rights:

CatalystBox — Data Governance
A product of Fresh Eye Foundation · Uttar Pradesh, India
hello@catalystbox.in

We respond within 10 business days. For urgent security matters, mark your subject line URGENT: Data Security.

For the parent organisation's governance charter, see fresheyefoundation.com/governance.

📩 For parents and guardians

If you have concerns about data from your child's school, write to hello@catalystbox.in. Because we hold no identifying information about students, we cannot retrieve a specific student's response — but we can confirm our practices in writing and provide assurance of deletion per our schedule.

Preface

The CatalystBox Global Education Benchmark (CGEB) is an open methodology for measuring school experience — the lived, felt quality of education — across three stakeholder groups: students, teachers, and parents. Unlike existing assessment frameworks that measure academic outcomes through standardized tests, the CGEB captures experience, wellbeing, and institutional responsiveness in real time. This paper describes the conceptual basis of the benchmark, its five measurement parameters, the anonymous data collection methodology, the composite scoring engine, and the safeguards that protect participant privacy. The CGEB is designed for use across education systems globally, from government schools in low-income countries to international schools in high-income markets, using a single standardized measurement infrastructure.

Table of Contents

01The Problem: The Global Feedback Void
02The CGEB Framework
03The Five Parameters
04Data Collection Methodology
05The Scoring Engine
06AI & Sentiment Processing
07Privacy & Data Governance
08Applications & Use Cases
09Limitations & Future Research
10About CatalystBox

Stakeholder	Access Method	Form Type	Frequency
Students (Cls 10 & 12)	QR code on school notice board or classroom poster	Structured + open text. Covers wellbeing, teaching, environment, future readiness.	Ongoing; minimum quarterly analysis cycles
Teachers	QR code on staffroom notice board or via school admin	Structured + open text. Covers professional conditions, support, and pedagogy confidence.	Ongoing; minimum quarterly
Parents / Guardians	QR code on school communications, report cards, or notice board	Structured + open text. Covers communication, trust, and child experience at home.	Ongoing; minimum semi-annual

Stream	Minimum Responses	Rationale
SEI (Student)	15 valid responses	Sufficient for statistical reliability at school level; equivalent to ~1 classroom
TEI (Teacher)	5 valid responses	Lower threshold reflects smaller teaching populations; protects anonymity in small schools
PTI (Parent)	10 valid responses	Balanced between reliability and the practical difficulty of parent engagement
CGEB (Composite)	All three streams must meet threshold	Composite score is only published when all streams are independently valid

Function	Description	Output
Sentiment Classification	Classifies each open-text response as positive, neutral, or negative; identifies emotional tone	Sentiment distribution per parameter per time period
Topic Extraction	Identifies the specific issues mentioned in responses (e.g., "homework pressure", "teacher favouritism", "dirty toilets")	Ranked list of most-mentioned issues per school
Issue Flagging	Detects high-severity signals including bullying mentions, safety concerns, mental health distress, and harassment language	Alert notifications to school dashboard (aggregated — never individual)
Trend Detection	Identifies statistically significant changes in sentiment or issue frequency over time	Trend alerts: "Mentions of academic pressure have increased 40% in the last 30 days"

Regulation	Jurisdiction	CatalystBox Position
GDPR	European Union / United Kingdom	Anonymous data is outside GDPR scope. No DPA agreement required for school deployments. Data processing is fully GDPR-aligned for any personally identifiable data used in account management.
FERPA	United States	CatalystBox is not a school system of record and does not collect education records as defined under FERPA. Not applicable.
COPPA	United States	Student forms target Classes 10 and 12 (ages 15–18). Forms include an age-gate confirmation. Under-13 collection is structurally prevented.
PDPA / POPIA / PIPL	Southeast Asia, South Africa, China	Anonymous collection means these regulations are largely non-applicable. Fully compliant with the data minimization principles embedded in each.

Limitation	Nature	Mitigation / Research Agenda
Self-selection bias	Participants who choose to respond may not be representative of the full school population; students with stronger feelings (positive or negative) may be overrepresented	Response rate monitoring; comparison of respondent cohorts over time; future research on representativeness
Social desirability effects	Even with anonymity guarantees, some participants may respond in ways they believe are expected, particularly in cultures with high power distance	Form design to minimize leading questions; cultural adaptation of question framing; longitudinal comparison to detect systematic bias
Cross-cultural comparability	The meaning of concepts like "teacher effectiveness" or "belonging" may vary significantly across cultures; current parameter weights were developed in an Indian context	Active research program with partner universities in each deployment region; planned parameter localization in future versions
Gaming and manipulation	Schools could theoretically encourage positive responses or suppress negative ones; organized response campaigns could distort scores	Statistical anomaly detection (sudden score changes, unusual submission timing, device clustering); minimum observation period before score changes are reflected
Causal inference limits	CGEB scores are correlational; a high score does not prove causal school quality, and a low score does not identify the cause of poor experience	CGEB is positioned as a signal, not a verdict; qualitative follow-up is recommended when scores trigger concern; research partnerships to establish causal links

The Central Nervous System of Education Intelligence

A Nation's Education SystemFlying Blind

A StandardizedFeedback Infrastructure

Anonymous Feedback System

School Analytics Dashboard

CatalystBox Benchmark

Education Intelligence Platform

AI Consultant Layer

AI Solutions Add-on Layer

National SchoolPerformance Benchmarking

From Classroom toNational Intelligence

Scan QR Code

Select & Submit

AI Processing

School Dashboard

Policy Intelligence

Built to Scale.Designed for Impact.

Education Insight Reports

Board Partnership Program

AI Solutions for Schools

Institutional Research Data

Board by Board.Until It's National Infrastructure.

Pilot Phase

Multi-Board Expansion

State-Level Intelligence

Embedded in Annual Board Fees

National Infrastructure

Extending to Higher Education

Inaugural Cohort 2027

Build the Future ofIndian Education

Partner With Us toBuild Smarter Schools

AI Attendance Predictor

AI Lesson Plan Generator

AI Homework Helper

AI Timetable Optimiser

AI Discipline Monitor

Build Together

School intelligence,priced for impact.

Board signs up

Every school gets Core

Schools upgrade for more

Priced per student, collected by the board

From snapshot to deep intelligence

One feature, one tier

Built for your specific context

Frequently asked

Ready to hear your school?

We're Building India's Education Conscience

Make Student Voice Actionable

Trust Through Anonymity

Data-Driven Reform

Independent & Neutral

Designed for Scale

Fresh Eye Foundation

Independent. Credible. Neutral.

Educators

Psychologists

Policy Experts

Child Safety Specialists

See CatalystBox in Action

Experience CatalystBoxat Your School

A Model That Has Worked Before

Nielsen

Glassdoor

Frequently Asked Questions

Categories

Still have questions?

Let's Build Something That Matters

Your Voice.Always Anonymous.

About CatalystBox

Where This Policy Applies

When You Submit Feedback

What we collect from you

What we never collect from you

Legal basis

When You Visit catalystbox.in

School Admin & Board Access

We Don't Track You

The CatalystBox website

Feedback forms

A Nation's Education System
Flying Blind

A Standardized
Feedback Infrastructure

National School
Performance Benchmarking

From Classroom to
National Intelligence

Built to Scale.
Designed for Impact.

Board by Board.
Until It's National Infrastructure.

Build the Future of
Indian Education

Partner With Us to
Build Smarter Schools

School intelligence,
priced for impact.

Experience CatalystBox
at Your School

Your Voice.
Always Anonymous.

Our Commitment to
Zero Identity Data

The CatalystBox
Global Education
Benchmark

The Global
Feedback Void

The CGEB
Architecture

The Five
Parameters

Score Calculation
& Benchmarking

AI & Sentiment
Processing

Privacy by Design.
Not by Policy.