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6 AI PRODUCTS · ONE PLATFORM · PROTECTED BY GARDAILABS
Specialized AI
that does the real work.
Six AI products for cloud architecture, AI engineering, learning and personal growth, built on one roqora ai platform. Every one is protected by GardAiLabs, our AI security and governance product.
roqora ai engine · LIVE SIMULATION
Deterministic Engine
Target Architecture Score:98 / 100 · PRODUCTION READY
Security & Auth100%
Zero Trust verified
Reliability98%
Multi-AZ failover
Cost Efficiency96%
Graviton tier matched
Deterministic Diff100%
Reviewable change
staged_architecture_diff.tf
+ resource "aws_vpc_peering_connection" "prod_secure" { strict_tls = true }
- resource "aws_s3_bucket_policy" "public_read_deprecated"
# Validated against Rule 14 (OWASP Cloud & CIS Benchmark)
6 Products · 1 Platform · GardAiLabs ProtectedArchitect. Intelligently.
6 AI Products Live
5 apps + GardAiLabs security
1 Shared Platform
One foundation under every product
Every Product Protected
AI requests and answers checked
100% Data Isolation
Zero tenant cross-training
The roqora ai platform
Six AI products.
One platform, fully protected.
We build each product for one job and run them all on one shared platform. Between every product and its AI sits GardAiLabs, our security and governance product, checking each request and each answer.
Products
- inarch aiAI architecture and system designinarchai.com
- a2ai labsHands-on AWS and AI certification pathslearn.a2ailabs.com
- micourse aiAdaptive learning and capability developmentmicourseai.com
- mindflits aiStudent growth for Classes 9–12mindflits.com
- voicereflect aiGuided reflection and personal intelligencevoicereflectai.com
Security & governance layer
GardAiLabs protects every product
- Prompt-attack defense
- Data-leak prevention
- Policy enforcement
- Audit trail
Foundation
roqora ai platform
- Shared AWS cloud foundation
- Isolated data per product
- Deterministic validation
- Human sign-off
Built once, used by every product
Each new product starts on a proven foundation, so our teams spend their time on the problem it solves.
Protected from day one
GardAiLabs checks AI requests and answers in every product, the same way, before anything reaches a user.
Independent where it matters
Every product keeps its own data, sign-in and billing. Nothing is pooled or used to train outside models.
Specialized Applications
Six Focused Products.
One Uncompromising Standard.
Each one is built for a single job, grounded in verified sources, isolated from the others, and protected by GardAiLabs.
Filter by:
Enterprise Architecture
inarch ai
Cloud Architects & Platform Teams
Protected by GardAiLabsAI drafts the architecture. You approve the diff.
Multi-cloud architecture on AWS, Azure, and GCP. Every change is staged as an inspectable diff and scored against 22 deterministic rules.
Rules Engine
22 Deterministic
Clouds
AWS, Azure, GCP
Control
Human-Approved Diffs
- Deterministic 0–100 score across 22 architectural rules
- Changes staged as reviewable git-style diffs
- Continuous CIS & Well-Architected compliance checks
Professional Learning
a2ai labs
Developers & Cloud Engineers
Protected by GardAiLabsLearn AI engineering by building it in your own AWS account.
Structured AI programs and AWS certification paths with automated grading and live cloud verification.
Hands-on Labs
32+ Cloud Labs
Coverage
24 Programs
Grading
Automated Account Check
- 24 AI engineering programs and 5 production projects
- AWS Cloud Practitioner & Solutions Architect paths
- Automated grading inside your own cloud account
Professional Learning
micourse ai
Engineering Teams & Professionals
Protected by GardAiLabsAdaptive courses built on evidence, not completion metrics.
An AI mentor diagnoses your role and gaps to generate a custom curriculum, reviewed by an independent evaluation AI.
Architecture
Dual-Agent AI
Progression
Comprehension-Based
Target
Working Engineers
- Personalized curriculum tailored to your stack and goals
- Dual-agent design: separate creator and evaluator
- Comprehension check after every lesson
School & CBSE
mindflits ai
Students, Classes 9–12 · NCERT & CBSE
Protected by GardAiLabsA calmer AI study partner with verifiable textbook citations.
Read NCERT textbooks with an AI tutor that strictly cites chapter and page, with mistaketracking and daily study routines.
Curriculum
NCERT & CBSE (9-12)
Grounding
Page-by-page Citation
Rhythm
Daily Mistake Repair
- NCERT textbooks Classes 9–12 with page citations
- CBSE practice questions with mistake repair loops
- Free to start, no credit card required
Personal Intelligence
voicereflect ai
Everyone · Multilingual
Protected by GardAiLabsA voice companion that helps you think and organize.
Talk through problems and decisions using natural speech with 4 specialized voice personas in English and Indian languages.
Personas
4 Modes
Languages
5 Supported
Audio
Encrypted & Private
- Four personas: Companion, Mentor, Check-in, Assistant
- English, Hindi, Telugu, Tamil, and Kannada
- Private, encrypted audio with actionable takeaways
AI Security & Governance
GardAiLabs
Security, Risk & AI Platform Teams
Protects every roqora ai productThe security layer every roqora ai product runs behind.
GardAiLabs checks every AI request and answer for prompt attacks, data leaks and policy breaches, and keeps an audit trail. It protects all of our products, and it can protect yours.
Protects
Every roqora ai product
Checks
Requests & Answers
Evidence
Full Audit Trail
- Prompt-attack and jailbreak defense on every AI call
- Data-leak prevention and policy enforcement
- Audit trail of every governed AI action
Official Platform Resources
Download the Official
roqora ai Dossier.
Review our 6-page technical dossier covering platform architecture, deterministic benchmarks, and enterprise pilot options.
Zero marketing fluff
Verified technical claims
roqora-ai-dossier-v1.pdf
6 PagesPAGE 01Executive Overview
Platform thesis & multi-product vision
PAGE 02Core Principles
4-step method & governance model
PAGE 03Professional Learning
a2ai labs & micourse ai
PAGE 04School Curriculum
mindflits ai & NCERT grounding
PAGE 05Enterprise & Voice
inarch ai & voicereflect ai
PAGE 06Security & Pilots
GardAiLabs & enterprise pilots
Need custom architecture evaluation for your team?
The Platform Standard
Engineered for Outcomes,
Not Speculation.
How roqora ai provides verifiable confidence where generic chatbots and unstructured AI tools fail.
| Capability | roqora ai Standard | Generic AI Wrappers |
|---|---|---|
| Verification | Deterministic 0–100 score across 22 rules with official source citations. | Probabilistic completions prone to hallucinations and silent bugs. |
| Control | Every change staged as a reviewable git-style diff. Humans approve. | Black-box generation with autonomous, unreviewed overwrites. |
| Data Privacy | 100% tenant isolation. Dedicated sign-in and zero cross-model training. | Shared databases and context pooled into public training loops. |
| Pedagogy | Hands-on builds in your own AWS account with automated grading. | Passive video completion and unverified multi-choice quizzes. |
How We Build
Useful, Explainable,
and in Human Control.
Verifiable execution over black-box guesswork. Every decision produces inspectable diffs with human-in-the-loop control.
01
Understand
Ingest verified context: live cloud infrastructure, official syllabi, and clear objectives.
02
Visualize
Map architecture diagrams and capability graphs so humans and agents reason clearly together.
03
Validate
Score against deterministic rules with direct citations. Zero ungrounded guesswork.
04
Improve
Stage inspectable diffs, grade hands-on labs, and commit only with human sign-off.
Engineered for One Outcome
Purpose-built applications for bounded professional workflows, not generic chat.
Evidence Over Guesswork
Every recommendation cites official docs or textbooks, with clear confidence bounds.
People Stay in Control
AI drafts and validates; production commits require explicit human approval.
Independent by Design
Strictly isolated data, authentication, and billing. Zero cross-tenant model training.
Company & Mission
Engineering-First.
Outcome-Driven.
A shared foundation of deterministic validation, security controls, and domain knowledge that powers practical AI applications worldwide.
Build With Us
Careers at roqora ai
Seeking cloud architects, AI safety researchers, and educators who build reliable, governed systems.
support@roqora.comFAQ
Questions, Answered.
What is roqora ai?
An AI product company. We build six specialized AI products (inarch ai, a2ai labs, micourse ai, mindflits ai, voicereflect ai and GardAiLabs) on one shared platform, covering cloud architecture, AI engineering, adaptive learning, school study, voice reflection and AI security.
How do the products work together?
They share one roqora ai platform, so every product gets the same cloud foundation, validation and human sign-off. GardAiLabs sits between each product and its AI and checks every request and answer. Each product still keeps its own data, sign-in and billing.
Which products are ready to use?
All six products are live in beta. You can open any of them directly from this page.
Do I need a master account for all products?
No. Each product maintains independent authentication, databases, and billing for total tenant isolation.
Where can I read the technical architecture dossier?
Click "Download Brochure" above to get our official 6-page platform whitepaper.
What is GardAiLabs?
Our AI security and governance product. It checks every AI request and answer across roqora ai products for prompt attacks, data leaks and policy breaches, and keeps an audit trail. Companies can also use it to protect their own AI apps. Learn more at gardailabs.com.
Is roqora ai available worldwide?
Yes. Deployed globally with direct support offices in Bengaluru, India and Salt Lake City, USA.
Find the roqora ai product built for your work.
Free in beta. Open any product now, protect your own AI with GardAiLabs, or schedule an enterprise pilot.