Education & EdTech
Educators didn't get into teaching to spend their evenings grading the same assignment two hundred times. Most edtech tools don't change that math. We build the systems that do.
Segment Profile
// Market Context
The Landscape
Education technology sits at the intersection of complex student data (records, grades, accommodations) and high-stakes compliance. Yet most institutions run on a patchwork of SIS, LMS, and point tools that rarely share data cleanly.
Educator burnout is making administrative burden reduction a primary institutional priority. AI adoption is accelerating rapidly, but requires extreme caution around student academic integrity, FERPA guidelines, and data privacy.
// Scaling Barriers
Educator Burnout & Data Silos
Business Bottlenecks
- ✕Educator time consumed by manual grading and feedback instead of teaching.
- ✕Administrative staff time consumed by manual reporting across disconnected systems.
- ✕Institutional decision-making slowed by lack of real-time student engagement visibility.
- ✕Student data reconciled manually across SIS, LMS, and assessment tools.
- ✕Educator workflows fragmented across multiple platforms for grading and communications.
Systemic Fragmentation
- ✕SIS and LMS platforms vary in data structure and API access, preventing unified student records.
- ✕Legacy education platforms not designed for AI-assisted grading or real-time engagement feeds.
- ✕EdTech companies lose deals when integrations with a prospect's SIS/LMS become onboarding blockers.
Privacy & Compliance Risks
- ✕Student data privacy incidents triggering FERPA or COPPA compliance liability.
- ✕Educator burnout from unsustainable grading workloads leading to turnover.
- ✕Accessibility compliance (WCAG, ADA) gaps for students with disabilities.
// Solutions Architecture
Automating Administration, Elevating Pedagogy
AI-Assisted Grading Engines
We write grading assistant software that reviews objective and semi-objective homework, giving teachers a drafts queue.
Unified SIS-LMS data layers
We build APIs that synchronize enrollment, attendance, and grades between systems like PowerSchool and Canvas.
Student at-risk warning feeds
We deploy predictive analytics dashboards that monitor engagement spikes to surface struggling students early.
Custom student/family portals
We build modern, secure progress tracking portals that give parents direct visibility into academic metrics.
EdTech onboarding middleware
We engineer multi-tenant API middleware for EdTech startups to accelerate institutional integrations.
Compliance-Hardened databases
We isolate student records with row-level encryption and immutable logs to exceed FERPA guidelines.
// Engagement Pipeline
The Implementation Blueprint
SIS-LMS Integration Audit
We audit student database structures, review active API limitations, and check FERPA/COPPA compliance boundaries.
Grading & Sync Engine Build
We engineer the live database sync adapters and deploy the custom AI-assisted grading logic in sandboxed test runs.
Compliance Hardening & Rollout
We apply student encryption schemas, complete accessibility audits, and release live portals to administrators and educators.
// Technical Blueprints
Example Systems We Build
Explore targeted solutions built from scratch.
Unified student data platform connecting SIS and LMS
Custom educator dashboard with engagement and risk signals
AI-assisted grading and feedback tool
Student/family-facing progress portal
Custom institutional reporting system
Enrollment and course registration workflow system
Accessibility-compliant learning content delivery platform
Multi-institution integration middleware for EdTech products
Educator lesson planning and resource management tool
Student intervention tracking and case management system
// FAQS
Common Engineering Questions
Do you work with K-12 schools, higher education, or EdTech companies specifically?
How do you handle FERPA and COPPA compliance in the systems you build?
Does AI-assisted grading replace educator judgment?
Can you integrate with our specific SIS and LMS combination?
If manual grading and fragmented SIS/LMS data are draining your educators' time...
Let's trace your school database endpoints, map active platforms, and build a clean integration roadmap.