K-12 Schools & Districts
Standards-aligned curriculum, assessments and eBooks built to Common Core, NGSS, TEKS, IB and Cambridge.
Learning Solutions · Tutoring
On-demand, personalised help that explains concepts, works problems step-by-step and adjusts to each student — built on real pedagogy: Socratic questioning, hint ladders and a refusal to hand over answers prematurely.
Pedagogy layer · grounded & verified · COPPA/FERPA/GDPR · human-AI hybrid.
Definition
AI-powered tutoring uses large language models and adaptive algorithms to give learners on-demand, personalised help — explaining concepts, working problems step-by-step and adjusting to each student's level.
The difference between a homework-doing chatbot and a tutor that builds understanding is pedagogy: Socratic questioning, hint ladders and a refusal to hand over answers prematurely.
What We Deliver
Personas, Socratic prompt frameworks and misconception-aware responses per subject.
Graduated support: nudge → strategy → worked step → explanation.
Answer-withholding logic, academic-integrity modes and age-appropriate boundaries.
AI handles volume; escalation routes hard cases to human tutors with context.
Accuracy and pedagogy testing across thousands of interactions before launch.
Worked solutions, misconception banks and your methods and notation.
Why Graveiens
Socratic questioning and answer-withholding build understanding.
Confident errors, multi-step maths and diagram reading are flagged and mitigated.
Retrieval grounding, computation routed to symbolic tools, confidence-threshold escalation.
COPPA/FERPA/GDPR architectures, no training on student conversations and audit logs.
Our Work Process
Build Socratic frameworks and misconception-aware responses.
Supply curriculum-aligned worked solutions and notation.
Answer-withholding, integrity modes and age boundaries.
Route AI overflow to human tutors with full context.
Score accuracy, pedagogy, adversarial, safety and latency before launch.
Baseline reported, re-tested after every model or prompt change.
Questions
Early studies show well-designed tutors materially improve outcomes — tracking to pedagogy and content quality, not model size.
Layered guardrails: answer-withholding, hint-ladder pacing, work-shown requirements and integrity modes.
Yes — grounded in your scope, methods and notation via curated content, not generic web knowledge.
COPPA/FERPA/GDPR-compliant architectures, no training on conversations and full audit logs.
Structured domains with verifiable answers — algebra, chemistry, programming, language; humanities favour a hybrid model.
Pilots run $40,000–$120,000; inference then scales with usage — a fraction of live tutoring per query.
Company Overview
A 90-second look at how we turn content into measurable learning outcomes.
Industries We Serve
Standards-aligned curriculum, assessments and eBooks built to Common Core, NGSS, TEKS, IB and Cambridge.
Course design, OER conversion and assessment banks for universities and online program managers.
Overflow authoring, editorial and print-to-digital capacity under your house style — full IP transfers to you.
Compliance, onboarding and skills content that measurably lifts completion and behaviour change.
White-label content, item banks and media that feed adaptive, AI and LMS products at scale.
Accessible, multilingual public-sector learning built to Section 508, WCAG 2.2 and EN 301 549.
Client Voices
They delivered 1,200 assessment items at 96% first-pass accuracy — and still beat our print deadline by two weeks.
Course completion jumped 58% once they rebuilt our compliance training around real workplace decisions instead of click-next slides.
800 modules brought to WCAG 2.1 AA — remediated, tested and shipped without a single missed release date.
15,000 employees, one hard regulatory deadline, 98.6% completed on time at a 91% average score. I have never seen numbers like that.
Their rapid-eLearning team turned our raw slide decks into polished, SCORM-ready courses in days, not months.
Localization into six languages stayed perfectly on-brand and on-schedule. They simply understand education content.
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