Best AI tools for< Ecosystem Manager >
Infographic
20 - AI tool Sites
![Green Cubes Screenshot](/screenshots/greencubes.ai.jpg)
Green Cubes
Green Cubes is an AI application that provides precise volume, complexity, and biodiversity indication of terrestrial areas at scale for Digital Reality and Sponsorship. It shapes the digital twin of nature, offering transparency and trust through Measure, Report, and Verification (MVR) using data collection, AI computation, and 3D visualization. Green Cubes enables corporations to sponsor nature impact with confidence and transparency, contributing to the preservation of biodiversity.
![B2B Ecosystem Screenshot](/screenshots/b2becosystem.com.jpg)
B2B Ecosystem
The B2B Ecosystem is the ultimate hub for B2B growth, innovation, and networking. It offers a comprehensive range of professional solutions for B2B businesses, including directories, marketing funnels, AI tools, consulting services, and more. Designed by executives for executives, the platform provides valuable insights, expert advice, and industry trends to help businesses thrive in the digital ecosystem.
![Mimecast Screenshot](/screenshots/mimecast.com.jpg)
Mimecast
Mimecast is an AI-powered email and collaboration security application that offers advanced threat protection, cloud archiving, security awareness training, and more. With a focus on protecting communications, data, and people, Mimecast leverages AI technology to provide industry-leading security solutions to organizations globally. The application is designed to defend against sophisticated email attacks, enhance human risk management, and streamline compliance processes.
![Comfy Org Screenshot](/screenshots/drip.art.jpg)
Comfy Org
Comfy Org is an open-source AI tooling platform dedicated to advancing and democratizing AI technology. The platform offers tools like node manager, node registry, CLI, automated testing, and public documentation to support the ComfyUI ecosystem. Comfy Org aims to make state-of-the-art AI models accessible to a wider audience by fostering an open-source and community-driven approach. The team behind Comfy Org consists of individuals passionate about developing and maintaining various components of the platform, ensuring a reliable and secure environment for users to explore and contribute to AI tooling.
![OpenGPT Screenshot](/screenshots/www.opengpt.com.jpg)
OpenGPT
OpenGPT is a community for Open AI enthusiasts. It provides access to various AI tools such as GPT Store, OpenGPTs, Open Chat, Open Draw, and Open Video. Users can submit their GPTs and earn credits for free access to advanced AI models like Google Gemini Pro, ChatGPT4, DALL.E.3, and Imagen2.
![Fuel50 Screenshot](/screenshots/fuel50.com.jpg)
Fuel50
Fuel50 is an AI Talent Marketplace that offers personalized skill development paths and growth opportunities for employees. It leverages expert-driven skills ontology to align individual aspirations with organizational goals, enhance internal mobility, boost employee engagement, and increase retention. Fuel50 provides deep insights into workforce capabilities, enabling data-driven decisions for creating agile, resilient teams. The platform offers features like automated skill to role mapping, talent allocation, employee-driven career pathways, and holistic employee growth.
![OvationCXM Screenshot](/screenshots/ovationcxm.com.jpg)
OvationCXM
OvationCXM is a Customer Experience Management (CXM) platform that helps businesses manage customer journeys, ecosystems, and AI. It provides tools to orchestrate customer relationships from beginning to end, connecting partners and AI to deliver smooth, AI-powered customer journeys. The platform offers features like designing and managing customer journeys in real-time, guiding CX across multiple providers, and embedding intelligence and automation. OvationCXM is used across various industries like Financial Services, Tech & Telecom, Healthcare, and Retail to drive deposits, retention, revenue, and personalized shopper experiences at scale.
![Samsara Screenshot](/screenshots/samsara.com.jpg)
Samsara
Samsara is a leading provider of Connected Operations™ technology that connects people, systems, and data to give businesses visibility into every area of their operations. Samsara's platform includes a suite of products that help businesses improve safety, efficiency, and sustainability. Samsara's AI-powered video safety solutions provide real-time visibility into fleet operations, helping businesses to prevent accidents and protect their workforce. Samsara's fleet management solutions provide performance insights, asset protection, and live tracking for improved fleet productivity. Samsara's apps and workflows solutions provide customized driver experiences, real-time dispatch data, and streamlined ELD compliance. Samsara's site visibility solutions provide remote visibility, proactive alerting, and on-the-go access to data from remote sites.
![Vana Screenshot](/screenshots/vana.com.jpg)
Vana
Vana is an application that allows you to create a mini "you" - think of it like a "you" digital persona - that you can use in different applications in a way that puts your privacy and control first. You should always be in control of what you create. That's why Vana starts with creating a safe and secure space for you to play and be in control. The next step is to set up your "digital persona" with a little help from AI. After that, you can chat to it, improve it, share it with friends, and play with it in various apps.
![BlockBot Screenshot](/screenshots/blockbot.ai.jpg)
BlockBot
BlockBot is an AI bot ecosystem that allows users to create, trade, and monetize AI chatbots on-chain. It empowers users with access to a variety of AI bots and functionalities tailored to different needs and use cases. The platform leverages blockchain technology to provide a secure, fast, and cost-effective way to experience the power of AI technology.
![PharmaTrace Screenshot](/screenshots/pharmatrace.io.jpg)
PharmaTrace
PharmaTrace is an advanced healthcare ecosystem that leverages blockchain technology and artificial intelligence to revolutionize the pharmaceutical industry. It offers solutions for track and trace, chronic disease forecasting, and digital transformation in the pharmaceutical supply chain. The platform enables collaboration among various industry stakeholders to enhance business operations, improve patient care, and ensure supply chain integrity. PharmaTrace provides customizable templates, scalable solutions, and big data analytics for optimizing supply chain processes and ensuring regulatory compliance.
![Talentpair Screenshot](/screenshots/talentpair.com.jpg)
Talentpair
Talentpair is an AI-powered hiring platform that aims to revolutionize the recruitment process by leveraging artificial intelligence to match candidates with jobs in minutes. Founded in 2014 and launched in 2020, Talentpair has a network of over 1 million connections and a pool of more than 80,000 active candidates. The platform combines AI technology with professional Growth Partners to help candidates get hired faster and supports hiring at the highest level for tech companies to scale, build, and flourish. Talentpair also integrates blockchain technology for smart contract payouts and decentralized triggers.
![MATH (ML & AI Technology Hub) Screenshot](/screenshots/mat-hub.ai.jpg)
MATH (ML & AI Technology Hub)
MATH (ML & AI Technology Hub) is a premier innovation hub and ecosystem enabler based in T-Hub, Hyderabad. It serves as a Centre of Excellence for Machine Learning and Artificial Intelligence, connecting startups, academia, government, and industry giants. MATH offers a dynamic space, physical resources, and a thriving ecosystem to incubate startups in various sectors. The hub aims to foster AI innovation, empower startups, and create job opportunities in the AI field by 2025.
![YourStory Screenshot](/screenshots/yourstory.com.jpg)
YourStory
YourStory is a leading Indian media and technology company that provides in-depth coverage of startups, entrepreneurship, and innovation in India and around the world. The website offers a wide range of content, including news, analysis, interviews, and videos, as well as a number of resources for entrepreneurs, such as a startup directory, a funding database, and a mentorship program.
![QnA3 Screenshot](/screenshots/qna3.ai.jpg)
QnA3
QnA3 is an AI-driven Web3 knowledge engine that provides real-time insights and analysis on the cryptocurrency market. It uses natural language processing and machine learning to extract insights from a variety of sources, including news articles, social media, and market data. QnA3 can be used to track the performance of individual cryptocurrencies, identify trends, and make informed trading decisions.
![Revealr Screenshot](/screenshots/revealr.ai.jpg)
Revealr
Revealr is an AI-powered application that focuses on digitalization for business documents. It offers solutions for transforming, complying, and managing various types of documents using AI technology. Revealr helps organizations unlock knowledge from Word and PDF documents, leverage SharePoint investments, and apply AI in a trusted ecosystem to analyze and explain content. The application aims to deliver real-time access to policies and procedures, reduce costs and risks associated with managing brand portfolios, and empower remote workforces with secure information access. Revealr caters to industries such as financial services, government, insurance, and legal sectors, providing digital solutions to improve compliance, reduce risk, and enhance customer experience.
![SV Master Screenshot](/screenshots/startupvisors.gumroad.com.jpg)
SV Master
Startupvisors provides a one-stop solution for startups. Join our community for the latest happenings in the startup ecosystem. SV Master leverages OpenAI (ChatGPT) with Google Spreadsheets.
![DeskDay Screenshot](/screenshots/deskday.ai.jpg)
DeskDay
DeskDay is a Conversational Service Automation (CSA) platform designed for modern Managed Service Providers (MSPs) and IT Teams. It revolutionizes the service desk experience by offering chat-based ticketing, instant notifications, smart quality assurance, efficient billing, chat-based project management, and intelligent timesheet tracking. DeskDay aims to optimize workflows, drive productivity, and enhance customer support for MSPs and IT departments.
![Wizdom.ai Screenshot](/screenshots/wizdom.ai.jpg)
Wizdom.ai
Wizdom.ai is an AI-powered research intelligence platform that provides comprehensive insights into the global research ecosystem. It continuously monitors billions of data points to generate analytics about scientific developments, helping users make informed decisions and progress research further and faster. Wizdom.ai offers a range of features, including:
![TypoX AI Screenshot](/screenshots/app.typography.vip.jpg)
TypoX AI
TypoX AI is an advanced AI tool that provides users with the ability to explore and interact with the Web3 ecosystem. It offers features such as asking questions, accessing the latest news feed, chatting with Web3 protocols, managing airdrops, logging activities, creating profiles, navigating the market, and sharing content. With TypoX AI, users can seamlessly engage with the decentralized web and stay informed about the latest developments in the blockchain space.
20 - Open Source Tools
![AITreasureBox Screenshot](/screenshots_githubs/superiorlu-AITreasureBox.jpg)
AITreasureBox
AITreasureBox is a comprehensive collection of AI tools and resources designed to simplify and accelerate the development of AI projects. It provides a wide range of pre-trained models, datasets, and utilities that can be easily integrated into various AI applications. With AITreasureBox, developers can quickly prototype, test, and deploy AI solutions without having to build everything from scratch. Whether you are working on computer vision, natural language processing, or reinforcement learning projects, AITreasureBox has something to offer for everyone. The repository is regularly updated with new tools and resources to keep up with the latest advancements in the field of artificial intelligence.
![0chain Screenshot](/screenshots_githubs/0chain-0chain.jpg)
0chain
Züs is a high-performance cloud on a fast blockchain offering privacy and configurable uptime. It uses erasure code to distribute data between data and parity servers, allowing flexibility for IT managers to design for security and uptime. Users can easily share encrypted data with business partners through a proxy key sharing protocol. The ecosystem includes apps like Blimp for cloud migration, Vult for personal cloud storage, and Chalk for NFT artists. Other apps include Bolt for secure wallet and staking, Atlus for blockchain explorer, and Chimney for network participation. The QoS protocol challenges providers based on response time, while the privacy protocol enables secure data sharing. Züs supports hybrid and multi-cloud architectures, allowing users to improve regulatory compliance and security requirements.
![FinRobot Screenshot](/screenshots_githubs/AI4Finance-Foundation-FinRobot.jpg)
FinRobot
FinRobot is an open-source AI agent platform designed for financial applications using large language models. It transcends the scope of FinGPT, offering a comprehensive solution that integrates a diverse array of AI technologies. The platform's versatility and adaptability cater to the multifaceted needs of the financial industry. FinRobot's ecosystem is organized into four layers, including Financial AI Agents Layer, Financial LLMs Algorithms Layer, LLMOps and DataOps Layers, and Multi-source LLM Foundation Models Layer. The platform's agent workflow involves Perception, Brain, and Action modules to capture, process, and execute financial data and insights. The Smart Scheduler optimizes model diversity and selection for tasks, managed by components like Director Agent, Agent Registration, Agent Adaptor, and Task Manager. The tool provides a structured file organization with subfolders for agents, data sources, and functional modules, along with installation instructions and hands-on tutorials.
![KaibanJS Screenshot](/screenshots_githubs/kaiban-ai-KaibanJS.jpg)
KaibanJS
KaibanJS is a JavaScript-native framework for building multi-agent AI systems. It enables users to create specialized AI agents with distinct roles and goals, manage tasks, and coordinate teams efficiently. The framework supports role-based agent design, tool integration, multiple LLMs support, robust state management, observability and monitoring features, and a real-time agentic Kanban board for visualizing AI workflows. KaibanJS aims to empower JavaScript developers with a user-friendly AI framework tailored for the JavaScript ecosystem, bridging the gap in the AI race for non-Python developers.
![awesome-artificial-intelligence-guidelines Screenshot](/screenshots_githubs/EthicalML-awesome-artificial-intelligence-guidelines.jpg)
awesome-artificial-intelligence-guidelines
The 'Awesome AI Guidelines' repository aims to simplify the ecosystem of guidelines, principles, codes of ethics, standards, and regulations around artificial intelligence. It provides a comprehensive collection of resources addressing ethical and societal challenges in AI systems, including high-level frameworks, principles, processes, checklists, interactive tools, industry standards initiatives, online courses, research, and industry newsletters, as well as regulations and policies from various countries. The repository serves as a valuable reference for individuals and teams designing, building, and operating AI systems to navigate the complex landscape of AI ethics and governance.
![llama-recipes Screenshot](/screenshots_githubs/meta-llama-llama-recipes.jpg)
llama-recipes
The llama-recipes repository provides a scalable library for fine-tuning Llama 2, along with example scripts and notebooks to quickly get started with using the Llama 2 models in a variety of use-cases, including fine-tuning for domain adaptation and building LLM-based applications with Llama 2 and other tools in the LLM ecosystem. The examples here showcase how to run Llama 2 locally, in the cloud, and on-prem.
![ai-enablement-stack Screenshot](/screenshots_githubs/daytonaio-ai-enablement-stack.jpg)
ai-enablement-stack
The AI Enablement Stack is a curated collection of venture-backed companies, tools, and technologies that enable developers to build, deploy, and manage AI applications. It provides a structured view of the AI development ecosystem across five key layers: Agent Consumer Layer, Observability and Governance Layer, Engineering Layer, Intelligence Layer, and Infrastructure Layer. Each layer focuses on specific aspects of AI development, from end-user interaction to model training and deployment. The stack aims to help developers find the right tools for building AI applications faster and more efficiently, assist engineering leaders in making informed decisions about AI infrastructure and tooling, and help organizations understand the AI development landscape to plan technology adoption.
![redis-ai-resources Screenshot](/screenshots_githubs/redis-developer-redis-ai-resources.jpg)
redis-ai-resources
A curated repository of code recipes, demos, and resources for basic and advanced Redis use cases in the AI ecosystem. It includes demos for ArxivChatGuru, Redis VSS, Vertex AI & Redis, Agentic RAG, ArXiv Search, and Product Search. Recipes cover topics like Getting started with RAG, Semantic Cache, Advanced RAG, and Recommendation systems. The repository also provides integrations/tools like RedisVL, AWS Bedrock, LangChain Python, LangChain JS, LlamaIndex, Semantic Kernel, RelevanceAI, and DocArray. Additional content includes blog posts, talks, reviews, and documentation related to Vector Similarity Search, AI-Powered Document Search, Vector Databases, Real-Time Product Recommendations, and more. Benchmarks compare Redis against other Vector Databases and ANN benchmarks. Documentation includes QuickStart guides, official literature for Vector Similarity Search, Redis-py client library docs, Redis Stack documentation, and Redis client list.
![awesome-ai-repositories Screenshot](/screenshots_githubs/sydverma123-awesome-ai-repositories.jpg)
awesome-ai-repositories
A curated list of open source repositories for AI Engineers. The repository provides a comprehensive collection of tools and frameworks for various AI-related tasks such as AI Gateway, AI Workload Manager, Copilot Development, Dataset Engineering, Evaluation, Fine Tuning, Function Calling, Graph RAG, Guardrails, Local Model Inference, LLM Agent Framework, Model Serving, Observability, Pre Training, Prompt Engineering, RAG Framework, Security, Structured Extraction, Structured Generation, Vector DB, and Voice Agent.
![SpeziLLM Screenshot](/screenshots_githubs/StanfordSpezi-SpeziLLM.jpg)
SpeziLLM
The Spezi LLM Swift Package includes modules that help integrate LLM-related functionality in applications. It provides tools for local LLM execution, usage of remote OpenAI-based LLMs, and LLMs running on Fog node resources within the local network. The package contains targets like SpeziLLM, SpeziLLMLocal, SpeziLLMLocalDownload, SpeziLLMOpenAI, and SpeziLLMFog for different LLM functionalities. Users can configure and interact with local LLMs, OpenAI LLMs, and Fog LLMs using the provided APIs and platforms within the Spezi ecosystem.
![kubesphere Screenshot](/screenshots_githubs/kubesphere-kubesphere.jpg)
kubesphere
KubeSphere is a distributed operating system for cloud-native application management, using Kubernetes as its kernel. It provides a plug-and-play architecture, allowing third-party applications to be seamlessly integrated into its ecosystem. KubeSphere is also a multi-tenant container platform with full-stack automated IT operation and streamlined DevOps workflows. It provides developer-friendly wizard web UI, helping enterprises to build out a more robust and feature-rich platform, which includes most common functionalities needed for enterprise Kubernetes strategy.
![redis-vl-python Screenshot](/screenshots_githubs/redis-redis-vl-python.jpg)
redis-vl-python
The Python Redis Vector Library (RedisVL) is a tailor-made client for AI applications leveraging Redis. It enhances applications with Redis' speed, flexibility, and reliability, incorporating capabilities like vector-based semantic search, full-text search, and geo-spatial search. The library bridges the gap between the emerging AI-native developer ecosystem and the capabilities of Redis by providing a lightweight, elegant, and intuitive interface. It abstracts the features of Redis into a grammar that is more aligned to the needs of today's AI/ML Engineers or Data Scientists.
![awesome-algorand Screenshot](/screenshots_githubs/awesome-algorand-awesome-algorand.jpg)
awesome-algorand
Awesome Algorand is a curated list of resources related to the Algorand Blockchain, including official resources, wallets, blockchain explorers, portfolio trackers, learning resources, development tools, DeFi platforms, nodes & consensus participation, subscription management, security auditing services, blockchain bridges, oracles, name services, community resources, Algorand Request for Comments, metrics and analytics services, decentralized voting tools, and NFT marketplaces. The repository provides a comprehensive collection of tools, tutorials, protocols, and platforms for developers, users, and enthusiasts interested in the Algorand ecosystem.
![Olares Screenshot](/screenshots_githubs/beclab-Olares.jpg)
Olares
Olares is an open-source sovereign cloud OS designed for local AI, enabling users to build their own AI assistants, sync data across devices, self-host their workspace, stream media, and more within a sovereign cloud environment. Users can effortlessly run leading AI models, deploy open-source AI apps, access AI apps and models anywhere, and benefit from integrated AI for personalized interactions. Olares offers features like edge AI, personal data repository, self-hosted workspace, private media server, smart home hub, and user-owned decentralized social media. The platform provides enterprise-grade security, secure application ecosystem, unified file system and database, single sign-on, AI capabilities, built-in applications, seamless access, and development tools. Olares is compatible with Linux, Raspberry Pi, Mac, and Windows, and offers a wide range of system-level applications, third-party components and services, and additional libraries and components.
![eulers-shield Screenshot](/screenshots_githubs/KOSASIH-eulers-shield.jpg)
eulers-shield
Euler's Shield is a decentralized, AI-powered financial system designed to stabilize the value of Pi Coin at $314.159. It combines blockchain, machine learning, and cybersecurity to ensure the security, scalability, and decentralization of the Pi Coin ecosystem.
![solana-ai-agents Screenshot](/screenshots_githubs/EarthZetaOrg-solana-ai-agents.jpg)
solana-ai-agents
JLB AI Agent is an innovative solution on the Solana blockchain that leverages artificial intelligence to automate complex tasks and enhance decision-making in the DeFi space. It offers real-time analytics, efficient operations, and seamless integration for both newcomers and experienced crypto enthusiasts. With features like autonomous trading, NFT management, DeFi insights, and comprehensive ecosystem integration, JLB empowers users with cutting-edge technology to navigate the dynamic landscape of blockchain.
![sktime Screenshot](/screenshots_githubs/sktime-sktime.jpg)
sktime
sktime is a Python library for time series analysis that provides a unified interface for various time series learning tasks such as classification, regression, clustering, annotation, and forecasting. It offers time series algorithms and tools compatible with scikit-learn for building, tuning, and validating time series models. sktime aims to enhance the interoperability and usability of the time series analysis ecosystem by empowering users to apply algorithms across different tasks and providing interfaces to related libraries like scikit-learn, statsmodels, tsfresh, PyOD, and fbprophet.
![Tiger Screenshot](/screenshots_githubs/Upsonic-Tiger.jpg)
Tiger
Tiger is a community-driven project developing a reusable and integrated tool ecosystem for LLM Agent Revolution. It utilizes Upsonic for isolated tool storage, profiling, and automatic document generation. With Tiger, you can create a customized environment for your agents or leverage the robust and publicly maintained Tiger curated by the community itself.
![agent-contributions-library Screenshot](/screenshots_githubs/Virtual-Protocol-agent-contributions-library.jpg)
agent-contributions-library
The AI Agents Contributions Library is a repository dedicated to managing datasets on voice and cognitive core data for AI agents within the Virtual DAO ecosystem. It provides a structured framework for recording, reviewing, and rewarding contributions from contributors. The repository includes folders for character cards, contribution datasets, fine-tuning resources, text datasets, and voice datasets. Contributors can submit datasets following specific guidelines and formats, and the Virtual DAO team reviews and integrates approved datasets to enhance AI agents' capabilities.
20 - OpenAI Gpts
![ecosystem.Ai Use Case Designer v2 Screenshot](/screenshots_gpts/g-Q5uWB0tor.jpg)
ecosystem.Ai Use Case Designer v2
The use case designer is configured with the latest Data Science and Behavioral Social Science insights to guide you through the process of defining AI and Machine Learning use cases for the ecosystem.Ai platform.
InnovationEcosystemBuilder
This GPT assist you in analyzing ecosystems based on the Ecosystem Value Blueprint of Ron Adner
![Gaia Guardian Screenshot](/screenshots_gpts/g-pZJNZmR9a.jpg)
Gaia Guardian
Assists in planning ecosystem restoration with a focus on biodiversity and local conditions.
![The Innovation Thought Leader Screenshot](/screenshots_gpts/g-x4GpYYuY5.jpg)
The Innovation Thought Leader
Thought leadership for innovative, complex, AI-based brands trying to be culturally relevant in the dense omnichannel ecosystem of headless platforms
![Business Angel - Startup and Insights PRO Screenshot](/screenshots_gpts/g-8P5b4Qqp5.jpg)
Business Angel - Startup and Insights PRO
Business Angel provides expert startup guidance: funding, growth hacks, and pitch advice. Navigate the startup ecosystem, from seed to scale. Essential for entrepreneurs aiming for success. Master your strategy and launch with confidence. Your startup journey begins here!
![Digital Boost Lab Screenshot](/screenshots_gpts/g-lrFzneyox.jpg)
Digital Boost Lab
A guide for developing university-focused digital startup accelerator programs.
![Business Reporter for the Start-Up Ecosystem Screenshot](/screenshots_gpts/g-BkDhfBXLA.jpg)
Business Reporter for the Start-Up Ecosystem
I can research and review news that will interest the key players in the Start-Up ecosystem and provide them with briefing.
![Hamster Kombat AI Screenshot](/screenshots_gpts/g-Fz40yJXgt.jpg)
Hamster Kombat AI
Hamster Kombat Assistant is a knowledgeable and resourceful guide designed to assist users in navigating the Hamster Kombat ecosystem. This includes gathering and summarizing information, providing technical support, and offering insights into the game's blockchain integration and crypto aspects.
![Marine Biologist Screenshot](/screenshots_gpts/g-amagSbXby.jpg)
Marine Biologist
Marine biologist studying and conserving ocean life, focusing on ecosystem health and climate effects.
![Avalanche Screenshot](/screenshots_gpts/g-IEXOgpc8y.jpg)
Avalanche
I am AvaGuide, your go-to assistant for all things related to the Avalanche blockchain, its ecosystem, and tools.
![EcoEconomist Screenshot](/screenshots_gpts/g-QntihPUNj.jpg)
EcoEconomist
Embrace the economics of ecosystems with EcoEconomist, balancing the scales between economic development and environmental stewardship.
![SwissStartupGPT Screenshot](/screenshots_gpts/g-M1HHFmXYC.jpg)
SwissStartupGPT
Your gateway to mastering the Swiss startup landscape, from funding to flourishing
![Arboracle Screenshot](/screenshots_gpts/g-b6ucgZ3Nl.jpg)
Arboracle
A GPT-powered oracle for the natural world, harmonizing arboriculture wisdom with AI insight to nurture and sustain ecosystems.