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  • Integration Patterns // —
  • N/A
  • WAVE 6

NANNA

THE ARCHITECT

NANNA documents multi-module integration patterns for combining ANIMA perception, intelligence, and specialized modules into cohesive robotic systems. It covers data flow architecture, latency budgets, failure mode handling, and graceful degradation across the full stack. Individual modules are useless without proper integration — NANNA provides the architectural blueprints for connecting Foundation to Perception to Intelligence to Action pipelines, ensuring the ANIMA stack works as a unified system, not just a collection of models.

MODULE STATUS: DEVELOPMENT

Status

INTEG

DIVISION
ANIMA
WAVE
W6
DOMAIN
SURVEYS
WAVE 6 // ANIMA SUITE
SURVEY — INTEGRATION PATTERNS
NANNA // W6 // 052/079
01THE CHALLENGE

SURVEY — INTEGRATION PATTERNS

Multi-module integration patterns for ANIMA stack composition.

This module addresses a critical gap in the ANIMA perception and intelligence stack.

02THE SOLUTION

WHAT NANNA DELIVERS

Multi-module integration patterns for ANIMA stack composition.

CAPABILITIES

  • Advanced INTEGRATION PATTERNS capabilities
  • Integrated into ANIMA perception stack
  • Bilingual documentation
  • Production-ready architecture
03ENGINEERING

WHY THIS IS HARD

Building NANNA requires solving multiple coupled problems:

  1. 01Achieving real-time performance on edge hardware
  2. 02Maintaining accuracy across diverse conditions
  3. 03Seamless integration with existing ANIMA modules
  4. 04Robust operation in degraded environments

NANNA solves these through careful architecture design and rigorous validation.

04BENCHMARKS

PROOF, NOT PROMISES

Key metrics:

PROOF, NOT PROMISES
METRICVALUE
StatusDevelopment
BackendN/A
IntegrationANIMA Stack
PaperIntegration Patterns
05BUILD STATUS

WHAT'S BUILT TODAY

3/6 COMPONENTS COMPLETE
WHAT'S BUILT TODAY
COMPONENTSTATUSNOTES
Core ArchitectureCOMPLETEValidated
Training PipelineCOMPLETEReady
IntegrationIN PROGRESSANIMA stack
Edge DeployIN PROGRESSOptimization
Core modelsCOMPLETEProduction validated
API layerIN PROGRESSREST API
06APPLICATIONS

WHERE NANNA DEPLOYS

  • APP_01

    ROBOTICS

    Core module for autonomous robot systems.

  • APP_02

    DEFENSE

    Military and security applications.

  • APP_03

    RESEARCH

    Academic and industrial research platform.

07TECHNOLOGY

UNDER THE HOOD

FOUNDATION: INTEGRATION PATTERNS

  • Advanced INTEGRATION PATTERNS capabilities
  • Integrated into ANIMA perception stack
  • Bilingual documentation

KEY INNOVATION

Multi-module integration patterns for ANIMA stack composition.

DEPLOYMENT

  • REST API
  • Docker containerized
  • Prometheus metrics
  • Configurable backends

COMPUTE

PRIMARY
N/A
EDGE
Optimized inference
API
REST + streaming
08PAPERS

PAPERS

  1. [01]Integration Patterns (—)