Join the Mission

QUAD Force

A new kind of technology team. Engineers who think in QUAD methodology, build with QUAD agents, and use SUMA for perfect context.

QUAD School

Train the next generation of AI-powered professionals.

QUAD School produces two types of QUAD Force members. Together, they transform how organizations operate.

Specialists

Industry pundits who learn AI. They bring deep domain knowledge in agriculture, government, finance, healthcare.

Background: 10+ years in their industry

They learn: How to work with QUAD agents, use SUMA for decisions

They bring: The “what” — what problems need solving

Developers

Cloud-native engineers who learn QUAD tools. They bring coding, deployment, and architecture capability.

Background: Cloud knowledge, full-stack development

They learn: QUAD methodology, SUMA integration, agent patterns

They bring: The “how” — how to build full applications

Industry Knowledge × AI Capability = Transformation

Specialists + Developers = QUAD Force

8-Week Curriculum

Week 1-2

QUAD Methodology

Q-U-A-D cycle, ORBIT circles, FLUX routing. The complete framework.

Week 3-4

SUMA Memory

Graph-based memory, weighted relationships, sphere hierarchy, search techniques.

Week 5-8

Agent Development

Build with BaseAgent pattern, create pipelines, integrate with FLUX.

What is QUAD Force?

Not contractors. Not consultants. A force.

QUAD Force takes your existing IT team and gives them superpowers:

QUAD MethodologyEliminates information loss at every handoff
14 AI AgentsHandle 80% of repetitive work automatically
SUMA MemoryEvery agent knows the full context at all times
FLUX RoutingPicks the cheapest AI model for each task

The Mission: Andhra First

Two Missions. One Team.

AP Government

  • • First AI-powered state government in India
  • • 13 districts, 100+ departments connected
  • • CM to field officer with zero information loss
  • • Amaravati Smart City as flagship

Enterprise

  • • AI-powered project management
  • • Supply chain optimization with SUMA
  • • Internal operations with QUAD agents
  • • Cost reduction via FLUX routing

Timeline

Now
QUAD Framework v0.5.0 — Core SUMA + Agents ready
Q1 2026
QUAD School launches — First cohort of QUAD engineers
Q2 2026
AP Government pilot — First departments onboarded
Q3 2026
QUAD Force deployed — Enterprise + Government combined team
Q4 2026
National standard — Other states follow AP's model

QUADFRAMEWORK LLC

Company

Name: QUADFRAMEWORK LLC

Country: United States of America

Founder: Gopi Suman Addanke

Mission: AI-powered development and governance

Intellectual Property

US Patent: Application No. 63/956,810 (Filed)

India Patents: 3 patents, 40 claims (Ready to file)

Total Claims: 50 across US + India

License: MIT (open source) + Patent (algorithm protection)

Ready to serve US enterprises. Committed to Andhra Pradesh first.

Join QUAD Force

We're building the future of AI-powered development and governance. Be part of the force that transforms how India's largest state operates.