What Class Sight (former SWYE360) does

Class Sight (formerly SWYE360; legal entity SWYE360 Learning, Inc.) is an EdTech ROI and compliance analytics platform serving K-12 school districts in the United States. Founded in 2020 and headquartered in Dallas, Texas, the company unifies attendance, performance, behavior, assessment, and MTSS data into a single dashboard that helps district administrators evaluate the return on investment of their educational software portfolios. The platform claims to serve 500+ districts and impact over 300,000 students, with reported average annual savings of $12.8M identified across the customer base and an average software ROI of 58.2%.

The core technology is built around AI-powered analytics layered on top of district data feeds. LUMI AI provides a natural language conversational interface for querying ROI data and generating executive summaries; predictive analytics claim 95% accuracy in ROI forecasting; a recommendation engine matches 10,000+ vetted software products to district needs; an anomaly detection module identifies unauthorized applications in use; and a knowledge retrieval system indexes 50,000+ research papers. The platform integrates with Student Information Systems via IMS Global OneRoster v1.1 (OAuth 1.0a), PowerSchool, and Google Cloud Storage, with infrastructure backed by SOC 2 Type II, ISO 27001, FedRAMP-aligned Google Cloud, AES-256 encryption at rest, and TLS 1.2+ in transit. Compliance coverage extends to FERPA, COPPA, CCPA, GDPR, ADA, and state privacy regulations.

Class Sight operates an enterprise SaaS model with annual subscription pricing quoted by district size and scope (pricing not publicly disclosed). Go-to-market combines field sales (Account Executives targeting Superintendents and IT Directors, with conference travel) and inside sales (cold outreach, CRM-tracked pipeline), supplemented by a Calendly-driven self-serve demo funnel. Recognition includes EdTech Awards 2025 Cool Tool Finalist, GSV Cup 50 selection, Education Technology Insights Top AI Platform 2025, Techstars accelerator alumni status, and a flagship strategic partnership with Morgan Stanley. Leadership includes Chief Academic Officer Kimberley Tribbett; total disclosed funding is approximately $750K across 2022–2024 from BK-XL, Techstars, Black Ambition, Novel Capital, and Inclusive Ventures Lab.

Name

Class Sight (former SWYE360)

Legal name

SWYE360 Learning, Inc.

Website

https://classsight.ai

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

11–50 employees

Short description

Class Sight is an EdTech ROI and compliance analytics platform that helps K-12 school districts evaluate educational software investments, automate FERPA/COPPA/ADA compliance monitoring, and benchmark peer performance using AI-powered analytics. The company serves 500+ districts and impacts over 300,000 students.

Ownership category

akta.pro rank

Product category

K-12 Education Technology Analytics

NAICS

Educational Services (611), All Other Schools and Instruction (61169)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Educational Services (8200)

akta.pro primary industry

Academic Integrity, Device Monitoring & Classroom Management Tools (EDAJAMAK)

akta.pro secondary industry

Accountability & Performance Frameworks (School/District/Institution Ratings) (EDADAIAD)

Keywords

• EdTech ROI analytics
• K-12 compliance monitoring
• Educational software analytics
• AI educational technology
• District software benchmarking

Headquarters

HQ city

Dallas

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

1. Annual Platform Subscription: Limited, non-exclusive, non-transferable annual subscription license to access the Class Sight AI platform. The subscription model provides district-wide access to ROI dashboards, compliance monitoring, AI insights, and reporting capabilities. Revenue is recurring on an annual basis with districts as the primary customer type.
2. Per-District Licensing: District-level licensing with pricing based on district size and scope. The platform is publicly available to school districts, corporations, and government agencies with active subscriptions.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels5 records

Core offering

Class Sight is an AI-powered EdTech ROI and compliance intelligence platform for K-12 school districts. It consolidates attendance, performance, behavior, assessment, and MTSS data with district software usage to evaluate return on investment, monitor regulatory compliance (COPPA, FERPA, ADA, state privacy laws), detect unauthorized applications, and deliver AI-powered recommendations via its LUMI AI conversational interface. The platform is sold as an annual subscription to school districts, corporations, and government agencies.

Product overview

Class Sight (formerly SWYE360) offers a unified K-12 educational technology ROI analytics platform that connects EdTech spending to student outcomes. The core platform is Class Sight, which consolidates attendance, performance, behavior, assessment, and MTSS data. The primary AI interface is LUMI AI, which powers natural language queries and ROI insights across the platform. Additional modules include AI ROI Insights for performance analytics and cost optimization, Software Recommendations for discovering and matching educational software, the Compliance Engine for automated FERPA/COPPA/ADA/state privacy reporting and unauthorized software detection, AI Research Assistance for evidence-based practice discovery, and Peer Benchmarking for district comparisons. The platform integrates with Student Information Systems via OneRoster API (v1.1), Google Cloud Storage CSV exchange, and PowerSchool Integration. The company serves 500+ districts impacting over 300,000 students.

Differentiator

Problem solved

Functional benefit

Brands

• LUMI AI: AI-powered analytics assistant for educational technology investments, providing natural language queries for ROI data, executive summaries, and actionable recommendations

Products and services

• Class Sight Platform Unified K-12 educational technology ROI analytics platform that connects EdTech spending to student outcomes. Consolidates district software usage, attendance, performance, behavior, assessment, and MTSS data into dashboards for district administrators, technology leaders, financial officers, and curriculum leaders.
• LUMI AI Conversational AI assistant that processes natural language queries on ROI data, generates executive summaries for board presentations, and provides actionable recommendations to improve educational technology ROI for K-12 district leaders.
• Unauthorized Software Detection Real-time monitoring system that identifies unauthorized applications used across K-12 districts and provides risk assessment, compliance reporting, and recommendations for authorized alternatives.

Quantifiable outcome

• Average ROI of 58.2% across tracked software applications
• +8 more outcomes

Named customers18 records

Segments5 records

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability8 records

Feature10 records

Partnerships

Three partnerships are on record, tiered core.

• Google Cloud PlatformcoreTechnology or IntegrationGoogle Cloud Storage integration for secure, scalable data exchange with service account authentication. SOC 2 Type II certified infrastructure leveraging Google's security and reliability. Integration enables automated daily data sync without dedicated server maintenance.
• PowerSchoolcoreTechnology or IntegrationPowerSchool integration guide available for data synchronization from PowerSchool SIS to Class Sight AI platform. Integration enables districts to connect their SIS data for comprehensive analytics.
• IMS Global Learning ConsortiumcoreTechnology or IntegrationCompliance with IMS Global OneRoster v1.1 standard for interoperability with Student Information Systems. OneRoster standard enables automated synchronization of student, teacher, and school data across compliant SIS platforms.

Scale indicators12 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• BrightBytes: BrightBytes is a K-12 analytics platform measuring EdTech effectiveness and student outcomes through data integration — closely comparable to Class Sight's ROI and usage analytics for school districts.
• LearnPlatform (Instructure): LearnPlatform provides EdTech usage, compliance, and effectiveness management for K-12 districts, and is now part of Instructure — a near-direct competitor in district-level EdTech management and ROI analytics.
• Edfficiency: Edfficiency helps K-12 districts analyze software utilization and optimize technology spending — directly comparable to Class Sight's cost optimization and license utilization modules.

Broad incumbents

• PowerSchool: PowerSchool is the dominant K-12 SIS vendor and an integration partner for Class Sight. Its scale, existing district contracts, and expanding analytics suite make it the primary incumbent threat and reference point for the category.
• Instructure (Canvas): Instructure owns Canvas and LearnPlatform, combining a leading LMS with EdTech effectiveness tooling — a broad incumbent that competes with Class Sight across both learning management and analytics layers.
• Promethean: Promethean is a major K-12 interactive display and software provider with built-in usage analytics. It represents a category incumbent that increasingly bundles effectiveness and engagement data for districts.
• Frontline Education: Frontline Education sells K-12 administrative software (HR, finance, student management) with embedded analytics. Its installed base and district-level reach make it a broad competitor for administrative technology spend oversight.

Emerging players

• Schoolytics: Schoolytics provides Google Workspace usage and engagement analytics for K-12 districts. It overlaps with Class Sight's usage monitoring but focuses on a narrower Google-centric integration footprint.

Others

• 1EdTech (formerly IMS Global): 1EdTech is the standards body behind OneRoster and other interoperability standards. As Class Sight's integration foundation, it shapes platform compatibility and ecosystem direction for the category.
• EdSurge (EdTech Evidence Exchange): EdSurge curates EdTech product information and effectiveness research for districts. Its evidence-exchange mission overlaps thematically with Class Sight's AI Research Assistance and recommendation engine.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/swye360
• LinkedInlinkedin.com/company/swye360-learning

Compliance10 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds3 records

Investors5 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Class Sight (former SWYE360)