Personalized learning paths, secure proctored assessments, and LTI-friendly LMS hooks—so districts and training orgs scale outcomes without scaling manual grading chaos.

Meet learners where they are—with rigor instructors can trust and admins can audit

We combine skill graphs, formative checks, and summative assessments with integrity tooling appropriate to your stakes. Rostering (Clever/ClassLink/OneRoster), SIS sync, and FERPA-aware data handling are first-class—not bolted on after a pilot catches privacy gaps. Built for hybrid delivery: offline-capable clients where needed, accessibility baselines (WCAG), and analytics that show cohort progress without exposing individual PII in the wrong roles.

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Adaptive Learning & Assessment Platform

01 // THE MANDATE

Personalized learning paths, secure proctored assessments, and LTI-friendly LMS hooks—so districts and training orgs scale outcomes without scaling manual grading chaos.

We combine skill graphs, formative checks, and summative assessments with integrity tooling appropriate to your stakes. Rostering (Clever/ClassLink/OneRoster), SIS sync, and FERPA-aware data handling are first-class—not bolted on after a pilot catches privacy gaps.

Built for hybrid delivery: offline-capable clients where needed, accessibility baselines (WCAG), and analytics that show cohort progress without exposing individual PII in the wrong roles.

02 // ENGINEERING

Development process

Structured phases—from discovery to launch—with clear ownership and handoff points.

Learning design workshop (weeks 1–3)

We align outcomes, standards, and acceptable assessment stakes. Pilot cohort and success metrics (growth, completion, integrity) are agreed with stakeholders.

Core platform (weeks 3–12)

Rostering, content import, and baseline non-adaptive flows to validate data pipelines before adaptivity complexity.

Adaptive & assessment (weeks 8–16)

Engine tuning with content SMEs; integrity features phased by risk; load tests for peak windows (e.g. state testing season).

Rollout & training (weeks 14–20)

PD for instructors, helpdesk scripts, and hypercare during first high-stakes window.

Continuous improvement

Item analysis, bias review processes, and annual accessibility audit.

03 // CAPABILITIES

Core Capability Matrix

The building blocks of your solution

Learner profile

skills, mastery estimates, and prerequisite graph with teacher override.

Content authoring

item banks, versioning, and alignment to standards frameworks.

Adaptive engine

rules + light ML for sequencing within policy guardrails.

Assessment delivery

timed tests, accommodation profiles, and secure browser integrations.

Proctoring

tiered approach from lockdown browser to human review where required.

LMS/LTI

deep links, grade passback, and roster sync.

Reporting

teacher, school, and district dashboards with role-based filtering.

Compliance

FERPA, COPPA workflows for under-13, and data retention policies.

04 // DELIVERY LIFECYCLE

The strategic roadmap

Milestones and checkpoints—each phase has a clear outcome before the next begins.

Milestone 01Delivery

Weeks 1–3: Scope, integrations list, pilot schools identified.

Milestone 02Delivery

Weeks 4–10: MVP courses live; SIS/roster stable; baseline analytics.

Milestone 03Delivery

Weeks 9–16: Adaptive paths; secure assessment; accommodations validated.

Milestone 04Delivery

Weeks 15–22: District-wide readiness; DR test; support scaling plan.

Milestone 05Delivery

Ongoing: Content expansion, standards updates, and seasonal peak readiness.

05 // PRODUCT SCOPING

Choosing your path

Two engagement models—start lean and iterate, or commit to a full platform build from day one.

MVP

Speed & essentialism

Phase 1
MVP: single subject area, manual curriculum import, basic adaptive sequencing, standard LMS LTI, and classroom-level reporting. Excludes district-wide SSO complexity, high-stakes proctoring tier, and multilingual content tooling. Targets pilot district or corporate academy before statewide scale.
Recommended

Full product

Enterprise maturity

All-in
Full platform: multi-tenant district rollout, enterprise SSO, highest-stakes proctoring integration, accessibility remediation backlog, and SLA-backed support with seasonal surge staffing options.

06 // PARTNERSHIP

Why work together

A single accountable partner across strategy, build, and go-live—not a revolving door of vendors.

John Hambardzumian
Direct collaboration

End-to-end ownership: discovery, architecture, implementation, and launch—with clear communication and production-grade engineering.

  • Discovery & alignment
  • Systems that scale
  • Implementation depth
  • Clear comms

07 // CLARITY

Frequently asked

Human-in-the-loop curriculum alignment, periodic item differential analysis, and opt-out paths for instructor-led sequencing when policy requires it—we document model limitations for governance.

Ready to start?

Tell me about your product goals and timeline—I'll respond with a clear path forward.