Curriculum-grounded AI support for K–12 parents across IB, Cambridge, UK National Curriculum & Common Core
LearnBridge Parent AI was conceived, designed, and built by Brian J Thomas — 10+ years in international schools across China · IB, Cambridge & Common Core · NPQH, UCL. Every element of the pedagogical framework reflects his direct professional expertise.
Most AI chatbots respond to whatever a user asks. LearnBridge is structured around a deliberate priority hierarchy designed to guide parents from immediate home support (P1) through to long-term skills readiness (P4). This framework is the intellectual core of the product and belongs to its creator.
International school parents navigate complex, unfamiliar frameworks with no accessible expert support. LearnBridge changes that.
IB, Cambridge, UK NC, and Common Core each have distinct frameworks, terminology, and expectations that most parents have never been taught.
Teachers are unavailable at 9pm when a parent needs help. Existing tools are generic, not curriculum-specific or school-context aware.
Expat parents in China are often unfamiliar with British, IB, or American frameworks their children are being taught — a growing gap in international schools.
The chatbot is live and connected to 141 curriculum sources. Click the chat bubble in the bottom right corner to begin.
Suggested test prompts
Every LearnBridge response is structured around a deliberate priority hierarchy — conceived and authored by Brian J Thomas.
Practical strategies parents can use at home to reinforce their child's learning today.
Guidance on healthy, balanced use of AI tools and technology in the child's education.
How to engage effectively with teachers and the school to support the child's progress.
Long-term skill development and preparation for the next stage of the child's education.
Not scraped web content. Every source is an official curriculum document, government publication, or IB framework — indexed and retrievable in real time.
Built on infrastructure that meets the compliance standards required by international schools and data protection authorities.
LearnBridge v1.0 was built at personal cost by Brian J Thomas — demonstrating that world-class AI tools for education do not require enterprise budgets.
Every cost incurred to build and run LearnBridge Parent AI — from initial development through to live deployment.
| Item | Cost | Duration | What it covers |
|---|---|---|---|
| Anthropic API Credits | $20.00 | Does not expire | Claude 4.6 Sonnet — approx. 250 messages at $0.08/msg. Paid by Brian J Thomas. |
| Voiceflow Pro Plan | $60.00/mo | 1 month | Platform, Knowledge Base, widget, SOC-II/GDPR. Includes $60 usage credits. Paid by Brian J Thomas. |
| Domain — learnbridgeapp.org | approx. $12/yr | Annual | Namecheap. Connected to Netlify with automatic SSL. |
| Netlify Hosting | $0.00 | Free tier | Frontend hosting. Free tier sufficient for demo stage. |
| Total to Date | $80.00 | Personal funds | Live AI chatbot, 141 sources, enterprise compliance. Built by Brian J Thomas. |
The following models the financial viability of deploying LearnBridge across a portfolio of international schools — addressing the core commercial question: can this generate meaningful revenue while remaining affordable for schools?
| Cost Component | Calculation | Monthly Cost |
|---|---|---|
| Claude API | 5,000 parents × 20 msgs × $0.08 | $8,000 |
| Voiceflow Business | High-volume tier, 10 deployments | approx. $500 |
| Hosting + Domains | 10 school subdomains + main | approx. $20 |
| Total Monthly Operating Cost | 10 schools, 5,000 parents | approx. $8,520 |
| School Licence Fee | Per Student/Month | Monthly Revenue | Monthly Margin | Annual Revenue |
|---|---|---|---|---|
| $1,000/school | $2.00 | $10,000 | $1,480 (15%) | $120,000 |
| $1,500/school | $3.00 | $15,000 | $6,480 (43%) | $180,000 |
| $2,000/school | $4.00 | $20,000 | $11,480 (57%) | $240,000 |
A licence fee of $1,500–$2,000 per school per month is well within the normal range for international EdTech tools. Schools pay comparable fees for ManageBac, Toddle, and Seesaw — without parent-facing AI capability.
A development team replacing Voiceflow with a custom-built interface and negotiating Anthropic enterprise volume pricing could reduce API costs by 30–50%, pushing margins above 70% at scale. The current prototype was built to demonstrate viability in days rather than months — at a personal cost of $80.