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Projects Overview

The NANDA project ecosystem bridges theoretical research in distributed multi-agent systems with live public deployments. Each project addresses a distinct operational requirement, spanning simulated testbeds, crowd assistance systems, and civic administration workflows.

Active Initiatives

NANDA Town ↗

URL: https://nanda.town
NANDA Town is an open simulation environment modeling large-scale socio-technical interactions. Thousands of autonomous agents simulate economic exchange, municipal policy enforcement, and consensus formation within a deterministic, persistent sandbox.

NEST ↗

URL: https://nest.nanda.ai
The NANDA Ecosystem Sandbox and Testbed (NEST) provides automated benchmarking and stress testing for agent algorithms prior to real-world deployment. It simulates network partitions, adversarial message injection, and hardware throttling.

KumbhDoot ↗

URL: https://kumbhdoot.ai
KumbhDoot is an autonomous crowd assistance and route optimization platform deployed during mass spiritual gatherings. Operating over localized edge gateways, it provides voice-first multilingual assistance in Indic languages and resolves high-density spatial routing challenges.

DigitDoot ↗

URL: https://digitdoot.ai
DigitDoot is an agentic platform designed to bridge digital public good access in rural and semi-urban communities. It translates complex administrative requirements into conversational vernacular dialogues for welfare program enrollment and entitlement verification.

Civic Agents ↗

URL: https://civicagents.org
Civic Agents is a municipal automation framework for local administrations. It handles citizen grievance intake, geospatial duplicate clustering, automated department routing, and cryptographically verifiable action tracking.

System Architecture

graph TD
    A[Citizen Interface: Voice / Text] --> B[NANDA Edge Gateway]
    B --> C[Swarm Coordination Bus]
    C --> D[KumbhDoot / DigitDoot Field Units]
    C --> E[Civic Agents Municipal Engine]
    D & E --> F[Formal Verification & Audit Ledger]

Technical Documentation & Source Code

Refer to the Developer Portal for SDK specifications and reference implementations of each project.