Industry Advisory

EdTech: Scale That Measures Learning Outcomes.

EdTech platforms live in the gap between engagement metrics and actual learning. Content delivery at scale, LMS integration complexity, adaptive learning tradeoffs. Consult Saksham brings 12 years advising K-12, higher-ed, and professional learning platforms. The practice helps teams build systems where growth doesn't hollow out learning outcomes.

What's Specific About EdTech

The Decisions That Define EdTech Companies.

The practice focuses on three EdTech foundations: student data governance (where FERPA/COPPA constraints reshape architecture), content delivery at scale (where delivery speeds matter for lesson completion), and adaptive learning systems (where personalization tradeoffs affect outcomes).

FERPA-Compliant Architecture.

Student data isolation, parental consent workflows, district audit trails. Consult Saksham has built systems where data protection is baked into the data model, not added as a feature.

Adaptive Learning That Works.

Personalization without losing coherence, AI tutoring that complements rather than replaces human instruction. The practice helps teams pick learning AI use cases where outcomes improve alongside engagement.

EdTech Operations Knowledge.

The practice ships alongside educators and EdTech operators. Consult Saksham operates with direct experience in LMS integration, district procurement, and learning outcomes measurement.

Engagement Shapes For EdTech

Where The Practice Helps.

Architecture

Architecture Review

Three to four weeks. Principal-led platform, data, and delivery review with a written plan.

Fractional CTO

Senior Technology Counsel

Monthly retainer at the right cadence for the stage. Weekly call, hire panels, board prep.

AI Strategy

AI Use-Case Portfolio

Build, buy, partner across the EdTech-relevant use cases. Governance and economics included.

Due Diligence

Investor-Grade Technical DD

Ten to fifteen business days. Investor memo, 100-day plan, direct readout.

Selected Client Engagement

What The Work Looks Like In Practice.

๐Ÿ”’ Under NDA ยทGrowth-Stage EdTech, 5M+ Students

Scaled A Learning Platform To 5M Concurrent Users, FERPA-Compliant.

Usage patterns in education are brutal, millions of students log in within the same fifteen-minute window every morning. The platform was crashing during peak hours and parents were calling the school boards.

Saksham redesigned the session management and content delivery layers to handle the morning surge without provisioning for peak all day. FERPA compliance was baked into the new architecture from the start, not bolted on. The platform handled 5M concurrent users cleanly.

5M+Concurrent Users
99.97%Uptime During Peak
FERPACompliant From Day One
Other Industries

The Practice Operates Across 35+ Industries.

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Start With One Decision.

The first conversation is thirty minutes. By the end of it, the shape of the engagement is clear.