Innovation Roadmap

Challenges & Future Vision

Transparent view of current constraints and our roadmap for expanding EcoBall's capabilities through innovation and research.

System Hardening

Constraints & Mitigations.

Autonomous protocols designed to neutralize environmental and operational risks.

Risk Detected

Environmental

Biofouling occlusion & photovoltaic shading.

Auto-Cleaning

Nano-coatings & intelligent power load balancing.

Neutralized
Critical

Connectivity

Signal loss in deep valleys or remote zones.

Mesh Network

Satellite fallback & redundant data logging.

Rerouted
Warning

Physical Stress

Storm surges & unauthorized retrieval attempts.

Ruggedized

IP68 chassis with GPS anti-theft tracking.

Secured
100% Safe
24/7 Active Monitoring
99.9% System Uptime
0ms Unresolved Risk
The Roadmap

Next Gen Capabilities.

Scaling the ecosystem through intelligent modularity and autonomous logic.

Phase 1 • Active

Bio-Sensing Array

Real-time algae bloom detection using multi-spectral imaging and eDNA analysis.

Phase 2 • In Progress

Swarm Mesh

Inter-unit communication allowing fleets to coordinate patterns and share telemetry.

Phase 3 • Planned

Neural Core

Onboard predictive ML for autonomous pathfinding and anomaly classification.

Phase 4 • Vision

Open Data Layer

Democratized access to water quality metrics for researchers and citizens.

System Evolution Log
Q1 2024

Enhanced Sensing Platform

  • Multi-spectral Imaging
  • eDNA Sequencing
Q3 2024

Network Intelligence

  • Self-healing Mesh
  • Distributed Compute
Q1 2025

Autonomous AI

  • Predictive Modeling
  • Adaptive Sampling

Innovation Pipeline

Our commitment to continuous improvement and technological advancement

5+
Active Research Areas
3
Development Phases
100%
Open Innovation
Ongoing
Community Collaboration