🏆 COMPETING IN THE $2M BUILD-WITH-GEMINI XPRIZE

Curriculum-to-Tutor
in 60 Seconds

Deploy secure, private, white-label AI tutors and automated quiz evaluations trained exclusively on your textbooks. Zero out-of-bounds answers. High student engagement. Low organizational effort.

Curriculum Pipeline
Status: Vectorized
📄
Syllabus.pdf
🧠
ADK Swarm
💬
Tutor Live
GCP Cloud Run Compute Gemini 1.5 Flash

Interactive B2B Sandbox

Select a curriculum textbook on the left, click prompts, and experience how the AI Swarm acts as a private, curriculum-guided tutor with instant page citations and dynamic quizzes.

1. Choose Curriculum

2. Uploaded Textbook Excerpt

🎓
Astronomy Tutor
White-Label Academy Node
Curriculum Active
Curriculum-bounded Actions

The Moat: Built-in, Not Wrapped

We do not wrap external APIs. Fahem is an academic-grade multi-agent swarm architecture designed specifically to secure B2B institution data and guarantee curriculum fidelity.

⚙️

System Coordinator

Manages task routing, schedules agent execution, and structures responses.

🔍

Verbalistic Researcher

Runs custom vector search queries bounded exactly to the uploaded curriculum.

✏️

Quiz Master

Constructs dynamic evaluations directly matching the textbook's context.

🛡️

Academic Guardrail

Intercepts answers and enforces a hard lockout on off-topic requests.

Curriculum-Gated RAG

Our retrieval-augmented generation pipeline is strictly bounded. If a concept or query lies outside the uploaded textbook, the system declines to answer—eliminating cheating and hallucination.

Tenant-Level Database Security

Academic content, client logs, and student data are strictly separated at the DB query filter level. Every database interaction enforces a tenant segregation filter unbypassable by frontends.

Open-Core Business Model

The open-core engine (fahem.pro, Apache-2.0) validates our developer credibility. The closed-source enterprise modules secure enterprise-only features: multi-tenancy, Stripe billing, SSO, and teacher controls.

Dogfooding: AI-Driven Operations

We practice what we preach. The same multi-agent swarm architecture that tutors students also runs our own marketing, prospecting, and synchronization. Below is a sample of recent ops_events from our business plane (illustrative).

fahem_enterprise:ops_events.jsonl

Transparent B2B Pricing

Unlocking early pilot fees to cover our cloud bills and validate enterprise revenue for the XPRIZE judging rounds. No dilutive commitments needed.

Tier 1 · Pilot

Best for online academies looking to launch a dedicated AI textbook tutor quickly.

$300 - $800 / month
  • 1 curriculum textbook fully vectorized
  • White-label student chat interface
  • Page-cited tutoring & guardrails
  • Auto-generated learning quizzes
  • Email support (support@fahem.pro)
Request Pilot Spot

Tier 2 · Growth

For growing academies managing multiple courses and teacher insights.

$800 - $1,500 / month
  • Multi-curriculum library ingestion
  • Full teacher & admin analytics dashboard
  • SSO & Student Roster integration
  • White-labeled custom subdomains
  • Priority chat & email support
Contact Sales

Student Scale

Per-student pricing for high-volume academies looking to scale dynamically.

$1 - $3 / student / mo
  • Unlimited curriculum textbooks
  • Annual prepay = 2 months free
  • Dedicated Cloud Run compute clusters
  • VPC-isolated database hosting
  • Custom service level agreement (SLA)
Request Quote

Apply for Founding Pilot

Spots are limited to 5 academies for our first pre-seed pilot wave. Apply below to request an onboarding session.

Application Submitted!