Practice At Home.

The problem

Parents want to help with math homework, but the math has changed underneath them. TEKS-aligned "New Math" strategies — number lines, place-value decomposition, branching strategies — look unfamiliar to anyone who learned math twenty years ago, and parents who try to help end up explaining it "the old way" and confusing their kid further.

The downstream pain is resource search fatigue: parents spend 45 minutes Googling "Texas 4th grade math practice" and end up with worksheets that don't match the specific TEKS code their child is working on, the STAAR test format, or the grade-appropriate complexity ceiling. Engagement fatigue kills the rest — kids are reluctant to do "more schoolwork" at home, and apps that feel like schoolwork get abandoned.

The solution

Practice At Home lets a parent either type the TEKS code the teacher provided or snap a photo of the schoolwork. The AI analyses the gap, matches it to the relevant TEKS standard, and generates a brand-new worksheet on demand that is 100% relevant to the specific problem the student is working on today — no database of pre-made files, no near-miss matches.

Two complementary AI features ship alongside the core: a STAAR-ify Converter that rewrites generic problems into Texas STAAR-test format (griddable, multi-select), and a Socratic Hint-Generator that nudges the student forward without giving the answer.

How it works

The model is prompted as an elementary math curriculum specialist and worksheet generator for Kindergarten and 1st Grade TEKS standards. Input fields: grade level (KG or 1), math topic aligned to TEKS, and an optional difficulty level (Easy / Medium / Challenging). Output: structured JSON containing a problems array (strictly numbered 1–10), an answer_key array (parallel), and constraints (sums within 10 or 20 by grade).

Primary model: GPT-5.3, chosen specifically because the use case demands predictability and structured-output reliability, not raw intelligence — the worksheet must round-trip cleanly to PDF every time. Automated evaluation results from MVP: structure correctness 100%, answer correctness 100%, content quality 92%, instruction compliance 75%.

Who it's for

Buyer & primary user: the "Proactive Texas Parent" — a parent of a K–5 student, likely working full-time, who feels out of touch with modern TEKS curriculum and is anxious about STAAR performance. They have intent to help but lack the pedagogical knowledge to navigate TEKS standards or modern math strategies.

End consumer: the K–5 student, who needs practice that feels relevant (not generic) and grade-appropriate (not overwhelming).

Business model: B2C, Texas-first. Launch approach: pilot with a small number of families to collect feedback before scaling.

Why it matters

The U.S. B2C EdTech market is expanding at 11.1% CAGR toward a $90B valuation by 2030, and TEKS-specific tooling is structurally underserved — most AI education tools default to Common Core or generic grade levels, which leaves Texas families (5.5M students) using tools that don't match their teacher's actual curriculum.

The "Big State" expansion roadmap is straightforward once the TEKS playbook works: California, Florida, and New York all have their own state-specific standards and parent populations facing the same Pedagogical Gap. Practice At Home is a wedge into the state-curriculum-aligned AI tutoring category — a much more defensible position than generic AI worksheet generators competing on prompt quality alone.

At a glance

Project

Practice At Home

Built by

Anoop Datar

One-liner

TEKS-aligned AI math worksheet generator for Texas K–5, closing the "Pedagogical Gap" between New Math and the parents trying to help.