The world's first AI-native curriculum
The Single Path to AI-Native Mastery
You don't just learn theory. You build production-grade neurons on the Nuvoro platform, with Vox as a 24/7 AI mentor. Every concept is taught by building a real neuron. Every certification is a live, deployable constellation in the Global Registry.
7
career tracks
3
levels per track
36
weeks, full track
54
neurons built, max
Pick your starting point
Start here, level up, go all in
Every track runs the same three-level progression. These are real entry points into it, not a curated 'popular this week' list.
Start here: Associate
No prerequisites, mock data first
Level up: Professional
Real credentials, real edge cases
Go all in: Master
Lead a team, ship to production
One curriculum, four mentor modes
Get certification-ready for an AI-native career
Every track is coached primarily by one of Vox's four modes. Pick the mode that matches how you want to work.
Nuvoro Core Developer
Deterministic neurons, the 20 cell types, and Temporal-grade orchestration.
Track 01 · 3 levels
MindAI Prompt Engineer
Inference cells, RAG systems, and constitutional AI validators that hold up in production.
Track 02 · 3 levels
GuardianSecurity & Compliance
Security audit neurons, GDPR validators, and red-teaming tools built for zero trust.
Track 05 · 3 levels
ArchitectConstellation Architect
Multi-neuron systems, multi-cloud deployment, and managed services at global scale.
Track 07 · 3 levels
Every neuron solves a real problem, masked from 20 case-study companies spanning retail, fintech, healthcare, and government
The engine behind every course
The Neuron is your unit of learning
A neuron on Nuvoro is a directed graph of cells (typed, sandboxed execution units). Every week you build one that solves a real, masked-company problem: from a single io_http cell in Week 1, to a certified multi-neuron constellation running in production by Master level.
Discover & Learn
A real-world problem from a masked company, taught through Vox-guided interactive dialogue.
Build & Test
A neuron on the Nuvoro canvas, run against mock data and real-world scenarios.
Submit & Certify
Peer review, Vox auto-evaluation, XP, badges, and progress toward your track certification.
Three ways in
However you get here, the curriculum is the same
Bring Nuvoro to your team
Sponsor a capstone, or run all 7 tracks across your engineering org.
Sponsor a Master capstone
A certified team ships a neuron pack to your production, on your SLA.
The design philosophy
It should feel like Nuvoro was built just for you
Every learner has a living profile that Vox reads before every interaction and updates after every one, so the platform gets more personal the more you build.
Continue Building
The canvas opens with your last neuron zoomed in and the last cell you edited highlighted. Vox picks the thread back up, not a login screen.
Because You Built…
“Because you built a 4-cell HTTP pipeline”: three neurons that add compute_transform, matched to your skill graph, not to what's popular.
94% Match
Applied to challenges, jobs, and teammates: “This challenge matches 8 of your 10 top skills,” not a generic job board listing.
Skill Constellation
A living map of every cell you've mastered (io_http at Expert, compute_embedding still untried) that grows with every neuron you ship.
Your Year in Neurons
Neurons built, cells mastered, XP earned, revenue generated, and which countries your neurons actually run in.
Build Party
See your teammate's cursor on the canvas, chat while building, and pair-program with Vox in the room.
Your 24/7 AI mentor
Vox knows exactly where you left off
Vox reads your Student Learning Graph before every interaction (your background, pace, hint history, and neuron portfolio) and adapts its mode, tone, and difficulty accordingly.
Vox · Builder mode
“I see you built an HTTP cell last week for the CloudRetail API. This week’s PaymentPal API is similar, but requires OAuth 2.0 instead of API key auth. Here’s the difference…”
VOX · FOUR MODES
- Builder: Building, debugging, testing
- Mind: Prompt design, evaluation, safety
- Guardian: Security, compliance, reliability
- Architect: System design, strategy, scale
Moments Vox remembers
Stuck on error handling for 3 hours
“Errors are not bugs. They are the system telling you what it needs. Listen to the error message like it's a conversation.”
· Vox
One week from certification, ready to quit
“You've built 11 neurons. The certification is just one more. You've already done the hard part: believing you could.”
· Vox
First revenue notification: $199
“That's not just money. That's proof that your work has real value. Someone, somewhere, is using your neuron to solve a problem. That's impact.”
· Vox
One curriculum, three altitudes
The Three Levels
Every track runs the same progression: Associate to learn the platform, Professional to handle real-world complexity, Master to lead a team shipping production revenue.
Associate
Novice → Cell Builder
Learn the Nuvoro platform fundamentals and build your first working neurons, using mock data before real credentials.
- Who it's for
- Complete beginners, career switchers, students, and managers who want to understand what their teams build.
- Prerequisites
- None. Basic computer literacy.
Professional
Cell Builder → Pipeline Architect
Build complex, multi-cell neurons that handle real-world edge cases: real credentials, error handling, and performance.
- Who it's for
- Developers with 1–3 years of experience, analysts, security specialists, product managers, and technical leads.
- Prerequisites
- Associate certification in the same track, or equivalent experience plus an entrance assessment.
Master
Pipeline Architect → Constellation Architect
Lead a team to design, build, and ship a certified neuron pack for a real business sponsor, in production, on a live SLA.
- Who it's for
- Senior engineers, architects, tech leads, C-levels, and entrepreneurs building AI-native businesses.
- Prerequisites
- Professional certification in the same track, or 3+ years of production experience plus a rigorous entrance assessment.
Every week, every track
The Interactive Loop
- 01Discover a real-world problem (masked company case study)
- 02Learn the theory through Vox-guided interactive dialogue
- 03Build a neuron on the Nuvoro platform that solves the problem
- 04Test the neuron with mock data and real-world scenarios
- 05Submit the neuron for peer review and certification
- 06Earn XP, badges, and progress toward your track certification
This week, across tracks
What students are building right now
AI Prompt Engineer
associate level · all 12 weeks
- 01Your First Inference Cell
- 02Prompt Engineering Fundamentals
- 03Working with Structured Output
- 04The Embedding Cell
- 05Building a RAG Pipeline
- 06Prompt Templates & Dynamic Inputs
- 07Error Handling in LLM Cells
- 08Evaluating LLM Outputs
- 09Batch Processing & Cost Optimization
- 10Multi-Step Reasoning
- 11Mini-Project: Build an AI Assistant Neuron
- 12Associate Certification Week
- 01Your First Inference Cell
- 02Prompt Engineering Fundamentals
- 03Working with Structured Output
- 04The Embedding Cell
- 05Building a RAG Pipeline
- 06Prompt Templates & Dynamic Inputs
- 07Error Handling in LLM Cells
- 08Evaluating LLM Outputs
- 09Batch Processing & Cost Optimization
- 10Multi-Step Reasoning
- 11Mini-Project: Build an AI Assistant Neuron
- 12Associate Certification Week
Data Engineer
professional level · all 12 weeks
- 01Real-Time Streaming
- 02Change Data Capture (CDC)
- 03Advanced Data Quality
- 04Data Modeling & Star Schema
- 05Performance Optimization
- 06Data Lineage & Observability
- 07Multi-Source Integration
- 08Data Pipeline Testing
- 09Schema Evolution
- 10DataOps & CI/CD for Data
- 11Mini-Project: Enterprise Data Platform
- 12Professional Certification Week
- 01Real-Time Streaming
- 02Change Data Capture (CDC)
- 03Advanced Data Quality
- 04Data Modeling & Star Schema
- 05Performance Optimization
- 06Data Lineage & Observability
- 07Multi-Source Integration
- 08Data Pipeline Testing
- 09Schema Evolution
- 10DataOps & CI/CD for Data
- 11Mini-Project: Enterprise Data Platform
- 12Professional Certification Week
Security & Compliance
master level · all 12 weeks
- 01Zero Trust Architecture
- 02Red Teaming & Adversarial Testing
- 03Network Segmentation & Microsegmentation
- 04Identity & Access Management
- 05Data Privacy & Anonymization
- 06Supply Chain Security
- 07Security Observability & SIEM
- 08Leading Security Teams
- 09Enterprise Security Integration
- 10Capstone Week 1: Architecture & Team Formation
- 11Capstone Week 2: Build, Test & Deploy
- 12Master Certification & Demo Day
- 01Zero Trust Architecture
- 02Red Teaming & Adversarial Testing
- 03Network Segmentation & Microsegmentation
- 04Identity & Access Management
- 05Data Privacy & Anonymization
- 06Supply Chain Security
- 07Security Observability & SIEM
- 08Leading Security Teams
- 09Enterprise Security Integration
- 10Capstone Week 1: Architecture & Team Formation
- 11Capstone Week 2: Build, Test & Deploy
- 12Master Certification & Demo Day
Nothing is a toy example
Every case study is masked, not invented on the spot
Company names are placeholders; the scale, constraints, and failure modes are drawn from real industry patterns.
CloudRetail
Global e-commerce marketplace with 50,000+ suppliers standardized inventory checks on a single reusable io_http neuron template.
StreamFlix
Streaming platform with 50M subscribers.
NewsMedia
50M readers, 2,000 journalists, 10M articles.
TravelStay
10M monthly bookings, 500 microservices, 8 K8s clusters across 4 regions.
BankSecure
2 million customers: transaction processing, fraud detection, compliance reporting.
RealEstate
100M users, 50M listings, 10M daily searches across 50 countries.
One question first
What brings you to Nuvoro today?
Pick your altitude
The Seven Tracks
Every track builds toward different career outcomes, with its own primary Vox mode and masked case studies drawn from real industry patterns.
Track 01 · Builder
Nuvoro Core Developer
Deterministic neurons, the 20 cell types, and Temporal-grade orchestration.
01
Nuvoro Core Developer
Deterministic neurons, 20 cell types, Temporal orchestration
02
AI Prompt Engineer
Inference cells, RAG systems, constitutional AI validators
03
Data Engineer
ETL pipelines, streaming systems, data quality validators
04
DataOps & MLOps
CI/CD neurons, monitoring, chaos testing, model versioning
05
Security & Compliance
Security audit neurons, GDPR validators, red-teaming tools
06
Business Architect
Market research neurons, pricing calculators, GTM planners
07
Constellation Architect
Multi-neuron systems, multi-cloud deployment, managed services
Explore career outcomes
Where each track leads
Track 01
AI Infrastructure Engineer
Deterministic neurons, 20 cell types, Temporal orchestration
Track 02
AI Engineer
Inference cells, RAG systems, constitutional AI validators
Track 03
Data Engineer
ETL pipelines, streaming systems, data quality validators
Track 04
DevOps Engineer
CI/CD neurons, monitoring, chaos testing, model versioning
Track 05
Security Engineer
Security audit neurons, GDPR validators, red-teaming tools
Track 06
Product Manager
Market research neurons, pricing calculators, GTM planners
Track 07
Systems Architect
Multi-neuron systems, multi-cloud deployment, managed services
By the numbers
Everything here is one deterministic platform, not a marketplace of PDFs
40%
Max revenue share a Platinum-certified constellation earns from its contract value
7
career tracks, one platform
36
weeks in a full track
20
masked case-study companies
≥99.5%
uptime a Master capstone must hold
The certification is the product
A live QR code, not a PDF
Every certificate links to your full neuron portfolio, your team's demo video, your enterprise sponsor's testimonial, and your Vox-verified skill graph, not a self-reported line on a résumé.
LV 1
Neuron Apprentice
0–1,000 XP
Basic sandbox, community support
LV 2
Cell Builder
1,001–5,000 XP
2× sandbox CPU, priority CI queue, 5% higher rev share
LV 3
Pipeline Architect
5,001–15,000 XP
4× sandbox, dedicated CI, mentor status
LV 4
Neuron Master
15,001–40,000 XP
8× sandbox, advisory council eligibility, $1K fellowship
LV 5
Constellation Engineer
40,001–100,000 XP
16× sandbox, enterprise features, 40% rev share
LV 6
Galaxy Architect
100,000+ XP
Unlimited sandbox, 50% rev share, platform equity
No prerequisites at Associate level
Built for every background
Learner Outcomes
Learners are achieving their goals on Nuvoro
Every track builds toward real-world career outcomes. Hear from our students and mentors about how building neurons on the Nuvoro platform changed their path.
91%
Career benefits reported
91% Career Outcomes
Of Nuvoro Academy graduates report career benefits, including landing a new job, starting a new track, or earning passive revenue share on the Global Registry.
Priya Sharma
CS Student at IIT Bombay
“I built my first Stripe Reconciliation neuron in 3 hours, and it's already generating $199/month in revenue share on the Nuvoro Global Registry. Vox guided me all the way.”
Juan Martinez
Platform Engineer
“Collaborating with a team of four to ship certified neuron packs to production was intense. The Master level certification is the first credential that actually proved my systems skill.”
Dr. Sarah Okonjo
Constellation Architect & Mentor
“Nuvoro's graph-based building curriculum is superior. Students don't just write code; they build production constellations with real-world SLAs. The training prepares them directly for AI infra roles.”
Amina Hassan
Junior Developer
“As a complete beginner, starting with Associate level and Vox's Builder mode was perfect. I went from zero to building 8 active neurons with zero prerequisites.”
Questions
Before you pick a track
No. Associate level has no prerequisites beyond basic computer literacy. Vox introduces the Nuvoro canvas and the 20 cell types from your first neuron, using mock data before anything touches real credentials.
Quick start
Build your first neuron in the next 2 hours
Free student account, no credit card required. Vox recommends your track and starting level after a 10-minute assessment.
Register at academy.nuvoro.com