Meeting: Bootstrap & Taxonomy

Table of Contents

Meeting objectives: to define the scope, goals, audience and taxonomy of the project and boostrap the process of data collection, collation and discovery of the raw information.

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Date [2019-07-16 Tue 09:30] Location CSIRO Lindfield View Calendar

Agenda

01 Scope the minimum viable problem we seek to solve. Mapping our corner of the broader innovation ecosystem; that which applies to startups that have hardware as a key part of their value proposition.
02 Goal What are we building? A Map, Directory, Search Engine, Network? All of the above? This is a critical decision.
03 Audience who are we building this for? Who is the key audience and in which order do we seek to serve them?
04 Duplication and how to avoid it. There's a huge number of players in this space already. Chad's work (see below) is required reading for the big picture. It's smart to partner and leverage the work of others. See related projects for more.
05 Taxonomy how are we collating and indexing the data we propose to collect? How are we proposing to present it.
06 Bootstrapping with interviews and networking in Western Sydney to survey the landscape in manufacture lead by Ben and WSU with support from Interns from MU.

Actions

01 Ben to share notes on his "process model taxonomy framework" (bootstrap) DONE 2019-07-23
02 Bruce, Ben to formulate the specific taxonomy (the mapping framework) OPEN 2019-09-18
03 Ben, Bruce to formulate the search criteria based upon it (the "questions to ask") TODO 2019-09-18
04 Katie & Mick arrange intern paperwork for the students to undertake initial research (the workers) DONE 2019-08-23
05 Ben conducts interviews with identified target businesses in Western Sydney (in depth discovery) TODO 2019-07-16
06 Review raw data we have already gathered to test its value for existing businesses (road testing) TODO 2019-07-23

This should give some meat to chew on for our next meeting. I think October might be a good time for follow up. Related work including engagement with AMGC, ICGlobal can proceed to see how we might put together an independent entity to fund this down the line. Continuing engagement with Chad (as an advisor perhaps) to ensure what we do here locally is sympathetic with broader mapping efforts nationally, internationally and with Government is highly desirable.

[2019-07-23 Tue 15:45] added point 06 to the action list per Paul's suggestion:

Likewise, I’ve been snowed though not quite as much fun as Bruce had. Big shout out tho - it was an absolute blast to meet David and watch his flight and the amazing film by Greg. Totally made my weekend, my friends, their kids and doubtless countless others around the harbour. One of the key points from our meeting for me was the very practical step of reviewing some of the raw data that we have already gathered. Like Bruce, my “day job” is constantly in search of these exact connections and while I have a thinning network of highly cultivated and curated contacts, the primary objective of our joint activities is to build such a network for practical day to date application. One of the most effective ways to validate the value of what we are doing is to test out whether the gathered data can fulfil that need. So please feel free to share some of that data, in whatever raw form it exists and I’ll be very happy to review.

Taxonomy Map

This map outlines key tasks and requirements faced by hardware focused business.

The words used form the basis of a taxonomy that applies to this project.

[CONCEPT]--[DESIGN]---[DFM]-[BOM]-[FAB]-[ASSEMBLE]----[Q/A]-[WAREHOUSE]-[DISTRIBUTE]
      \               / \ \   \            \           /
       \-[PROTOTYPE]-/   \ \-[SOURCING]-----\         /
	    \             \                  \       /
	     \---------[TESTING]----------[CERTIFY]-/

	    [PRE-SALES MARKETING]-------[VOLUME MARKETING]
	    [HIRING]---------[MANAGEMENT]
	    [EMBEDDED SOFTWARE DEVELOPMENT]
	    [APP SOFTWARE DEVELOPMENT]
	    [WEB SOFTWARE DEVELOPMENT]
	    [AI SOFTWARE DEVELOPMENT]
	    [ART/ANIMATION/VIDEO]
	    [PRODUCTION]
	    [IP PROTECTION]
	    [CORPORATE LAW]
	    [CAPITAL RAISING]
	    [ACCOUNTING]
	    [WORKSPACES/ACCELERATORS/ADVISERS]

The tags to use when mapping entities in terms of services provided or required in the hardware business space are:

TAG Description
CONCEPT Concept development
DESIGN Product/Service Design
PROTOTYPE Product Prototype / MVP
DFM Design for Manufacture
TESTING Design testing and verification
BOM Bill of Materials, Parts Vendors
SOURCING Component Sourcing
FAB PCB and other Fabrication
ASSEMBLY PCBA and other Assembly
Q/A Quality Assurance Testing
CERTIFY Certification
WAREHOUSING Product Warehousing
DISTRIBUTION Product Distribution

The other tags shown are more general (required by all businesses). The describe needs and should be catalogued but perhaps do not form a key part of this study.

Correspondence

[2019-08-02 Fri 10:37] Herding The Ecosystem Cats
[2019-07-24 Wed 09:20] Eco-System Taxonomy Mapping
[2019-07-12 Fri 12:20] Hardware Ecosystem Taxonomy Neotrade

Context

Mapping Innovation Ecosystems


AUTHOR Chad Renando
DATE Published on August 13, 2017
SOURCE LinkedIn

Imagine travelling across an unknown landscape without any written or digital directions. You would need to rely on locals and guides who had been down the journey to help you avoid pitfalls and find the best path to get to your destination. A map in this situation would make travel more efficient and allow more people to get to their destination more reliably.

In the same way, an ecosystem map helps aspiring entrepreneurs realise their goals. They will still rely on past experience, personal networks, and mentors with previous experience in the region to guide them. However, a map encourages others to take the journey and helps seasoned travelers navigate a constantly changing landscape.

While over the centuries we have developed a standard for physical maps, we have not agreed on what an innovation ecosystem “looks” like. Similar to personality or culture, we can describe how an ecosystem feels, differences between ecosystems, how an ecosystem is expressed in terms of activities, and even measure ecosystem outcomes.

But we are unable to physically "see" an ecosystem.

What is an Ecosystem Map?

Like its biologic ecology namesake, maps of innovation ecosystems describe relationships between “species” in the system. These actors include

  • entrepreneurs,
  • investors,
  • physical spaces,
  • programs,
  • government agencies,
  • talent providers,
  • research institutions,
  • service providers,
  • community agencies, and
  • others involved in the entrepreneurial process in a given region.

Map vs Directories

It is also important to distinguish between a map and a directory. A directory lists actors, possibly within a region, usually focusing on one actor type. Ecosystem maps communicate: who’s who in the zoo, “you are here”, and guidance to get “there”.

For example, many instances of directories of co-working spaces exist, including:

  • global coworking map,
  • co-worker.com,
  • Google maps,
  • Share Desk,
  • Find Work Spaces,
  • Workfrom,
  • Pivotdesk,
  • Kowrk,
  • Pickspace,
  • Workspot,
  • Coworking Switzerland, and
  • New Worker New York co-working.

Ecosystem maps make visible a network of activity that often occurs below the surface. Innovation ecosystems are multifaceted, made up of actors from diverse specialisations, backgrounds and cultures without any formal ties to bind them together. Ecosystems are also complex, with dynamic variables governing interactions. These interactions form the fabric that binds ecosystems together through personal relationships.

Constructs…

A review of how others have represented ecosystems is helpful as we develop the ecosystem map for Queensland and collaborate with others across Australia and globally. Constructs that emerge from the review include:

Scope or Boundary

Map boundaries are usually based on a geographic region defined by political remit at the local, state, or national level. As local maps mature and become more sophisticated, global maps will emerge to make cross-border open innovation processes more effective.

Global maps help span boundaries. There is a natural tension between local innovation investment for regional economic outcomes and support for global scale. Maps that span geographic boundaries not only help a startup founder navigate, but also plot a path for their return trip as a mentor or investor.

Species

The primary objects in the map are the actors who make up the ecosystem. These actors are represented using conventions of map placement, colour, or supporting iconic representation. These conventions depict function (investor, space, university, etc.), stage of support (pre-revenue, MVP, validation, scale, etc.), and specialisation (sector, technology, impact, etc).

Relationships and flow

Some maps depict relationships between actors through metaphors such as a train line, mountain range, or circuit board. These relationships usually focus on stage of the founder, startup, or enterprise.

Time and sources

A final construct to consider is the recency of the map and who updates the map. A challenge with mapping ecosystems is that the landscape is constantly moving. If a map cannot be trusted because it is out of date, then it becomes irrelevant. This leads to either constant manual updating or a more dynamic digital platform. Manual updates by a central agency has limitations of potential bias and cost of maintenance, while dynamic user-generated content can be challenged to provide an incentive for self-maintenance of content.

Ecosystem map examples

The intent of this post is to capture my thoughts as I work towards a map of the Queensland ecosystem, identify and connect with others who are doing similar work globally, and as always get feedback on the overall thought process. The maps below have been identified through personal connections and Google searches.

Each map can be considered to the extent that it is easy to navigate, can be adapted to measurement, ease of updating and currency, completeness of data, ease of generalising to another region, size of region (City, State, Nation), and the map sponsor (community, government, university). This is an ongoing body of work. Please let me know if there are other maps you are aware of that should be included. Please also connect if you are working on a similar mapping exercise. I am keen to colaborate to more rapidly and efficiently achieve global outcomes for entrepreneurs.

Australian Innovation Ecosystem 2.0


AUTHOR Chad Renando
DATE Published on December 19, 2018
SOURCE LinkedIn

As part of an ongoing process to create an approach to map and measure innovation ecosystems, the next iteration of an Australian Innovation Ecosystem map is available.

The map identifies "organisations that are relevant to those who support early stage entrepreneurs with high growth potential". The scope is large, and this article outlines challenges and opportunities with the broad nature of the definition. The map is an ongoing body of work and open to interpretation. Features continue to be added, new logos included, and others refined as more information is identified about the organisation. It is more comprehensive in some areas more than others and will continue to build over time. It is not intended to be a definitive directory, but to create placeholders to test a model, gain ongoing feedback, contribute to the global conversation about place-based entrepreneur support, and provide a reference for those looking for support.

If something is missing or you feel it should be different, let us know through the site feedback form or the comments below. Feedback is welcome and sharing is appreciated. To keep updated with the progress, connect with me on LinkedIn and sign up for the newsletter on Startup Status. A detailed explanation of background and methodology follows. To go direct to the map, follow the link below:

http://your.startupstatus.co/map/

Background and history

The global and therefore Australian innovation ecosystem is in a state of rapid and continuous evolution.

Lines between actors in the innovation system are not clear-cut. Universities deliver accelerators, governments invest directly into startups, and corporations create innovation hubs. What was disruptive becomes institutionalised as brands behind programs and spaces scale across borders.

Traditional economic development organisations are expanding business models to respond to changing jobs, transitioning industries, and search for new forms of talent. Chambers of Commerce create new business award programs for innovation and startups. Corporations integrate startup activity into their supply chains and procurement policies. Hackathons and accelerators become common, attracting consultants and branding professionals to develop programs for corporate team building and recruitment.

Twelve months ago I released a Google Map of actors in the Australian innovation ecosystem. This was after publishing an outline of Queensland spaces and programs, and followed by a review of how innovation ecosystem maps are visualised and a pdf version focusing on Queensland actors.

At the time, I promised myself that it would be the last time I manually moved logos around in PowerPoint, Word, and Illustrator. The maps also needs to be at least national due to the cross-state activity of those who support entrepreneurs looking for global markets.

There has been significant changes over the year since the Google Map version. Australia has seen an explosion of franchise models such as

  • WeWork,
  • Regus,
  • ServeCorp,
  • Christie Spaces,
  • Hub,
  • Space&Co,
  • Little Tokyo Two, and
  • Wotso.

Most non-metro regions have or are investigating an innovation hub or coworking space. Local angel groups are being established, new funds created, and wider syndicates formed. Density of spaces and activity in metro regions is increasing. Competition from a higher number of programs results in specialisation and focus. Programs are supported by a more diverse group of corporations, government bodies, industry bodies, and education providers.

The end result is more of everything.

The shifting environment makes any mapping exercise a challenge but also underscores the necessity. A map lets you know where you are in relation to others and provides a pathway to where you want to go. The map needs to provide enough information to be relevant, but not so much that it is overwhelming.

The mapping exercise is part of overarching research into how organisations in innovation ecosystem are related, and an underlying platform to measure outcomes for hubs and programs.

  • How does one actor compare to others?
  • Where does it fit in the overall ecosystem?
  • How is the system sustainable?
  • Who is missing from the picture?
  • Is the system effective or even necessary?
  • Can a high-growth potential firm scale without touching any of the actors on the map?

The map has been created as part of an ongoing focus to answer these questions in an approach that is systematic and data-driven. This post outlines the next iteration of a map of Australian innovation ecosystem actors.

The platform

The map is a top-level public view of an underlying system that helps hubs and programs measure their impact over time, while providing insights for regions for economic development and community development activities. Each organisation with a logo on the map has the ability to login to measure their impact over time. We are currently in beta and onboarding select hubs. Please drop me a line if you are interested in participating in the program.

Other approaches

There are many other platforms and methodologies available that contain similar information, and many focus on individual companies. Global examples include

Platforms and approaches originating in Australia include

Other platforms such as Health Horizon focus specifically on an industry sector. These platforms are based on various business models for making connections, supporting place-based research, and providing investment data.

Finally, there are groups that manually map and produce reports at the state and levels such as an upcoming platform from LaunchVic or local examples like

Also of note are the list of lists maintained by others in the community including

The map was developed to address a need for a single view of the actors in the innovation ecosystem and test relationships between actors against a regional context. A goal is also to give back by helping hubs and programs measure impact over time and provide insights for governments, universities, investors, and corporations with a vested interest in the economic and community development outcomes of a region.

The roll out aims to be a light-touch approach supporting other approaches and providing feedback to operators and regions for improved decision making.

What is the ecosystem? Scope, who to include, and missing actors

Three terms often come up when referring to the “ecosystem”:

  • Entrepreneur ecosystem,
  • Startup ecosystem, and
  • Innovation ecosystem.

These each have a specific focus on: the individual (entrepreneur), a type of company created by the entrepreneur (startup), and the underlying system that supports the entrepreneur (innovation). These terms are part of broad place-based systems theories, which also include terminology such as clusters and economic development supply chains.

At the risk of too wide a scope, this map settles on “Innovation Ecosystem” as a reference point.

The scope for the map is to identify organisation that are relevant to those who support early stage entrepreneurs with high growth potential. This scope is broad and ever expanding. Support for startups is becoming integrated into business as usual. Almost any business support or talent development organisation could make a claim to be included on the map.

The default perspective on who should be listed is inclusion over exclusion.

The pathway for an entrepreneur is diverse and does not necessarily connect with what may be seen as the “ecosystem”. Traditional organisations are adapting to provide support for early stage entrepreneurs. Peak bodies perform R&D as a key strategies and can provide startups access to broad market segments. Local chambers and governments are partnering with or creating innovation hubs to help established local businesses disrupt existing business models. Major economic development bodies are advocating for infrastructure specifically to support local entrepreneur attraction, and participating in local angel networks.

Some organisations may be missing due to the sheer volume, such as service providers like lawyers, digital agencies, or accountants. Chambers of Commerce have a placeholder and the mapping process is ongoing. Others will be added later but are currently inferred such as local governments and corporations.

If an actor or category is missing, it is likely an oversight rather than intentional. If you feel this is you, it is not personal. You can provide feedback here: https://startupstatus.co/map-feedback/.

Regions and Tags

Filters are provided for region, industry sector, and technology. Each of these can be considered their own ecosystem, and each expands beyond an innovation context. For example, the agriculture or mining ecosystems include a large and diverse supply chain and peak body network that may not directly relate and at times inhibit high growth firms. The entire financial ecosystem is relevant to Fintech, but it would be relevant to list agencies like credit unions or the ATO in a map specifically for the innovation ecosystem.

Actors are placed in locations where they have listed offices and/or evidence of activity. Locations are defined as regions loosely mapped to local government catchments, versus suburbs. Some actors such as overall economic development bodies like RDAs cover multiple regions but not the entire state. In these cases, a central region has been selected rather than assign the actor to all regions they service.

Some actors have national scope but are listed where they have physical offices. An investment company is relevant to companies seeking investment anywhere in Australia, but locality matters when building relationships and finding new opportunities. A university may take mostly remote students but the local university campus often plays a key role in the region's ecosystem.

Other actors may be based in one location but have a national program. Several school entrepreneur and STEM programs are delivered nationally, and some accelerator programs have national cohorts and do not require on-site activity. Media, Tools, and Advocacy groups may have a head office in one region but provide content for Australia.

The categorisation challenge

There are many representations of how ecosystems are modelled, and I previously described a few in a post on ecosystem measurement.

The innovation ecosystem, however, is not its representation. There is always a risk when creating boxes for things that the reality of the thing may no longer fit in the box. This is true for people as much as organisations and systems. So at further risk of creating a new set of boxes, the taxonomy used for the map is outlined below.

  • An ecosystem is a collection of functions and actors who perform those functions, acting in one or more roles, supported by different models.
  • Functions include
    • provide mentoring,
    • access to capital,
    • advocate,
    • provide working space, and
    • provide training and access to talent.
  • These functions are performed by various actors, such as
    • the bank manager,
    • the innovation hub manager,
    • Council economic development officer, or
    • a lawyer.
  • Grouping functions together creates roles, such as
    • Investor,
    • Innovation hub,
    • Coworking space, or
    • Industry Body.
  • These roles are performed or are funded by organisations that operate from different models, including:
    • Government,
    • University,
    • Corporation
    • Venture Capitalist, or
    • Independent.

Keeping the above description in mind, this ecosystem map categorises actors into roles based on their primary functions, and applies a tag of their model based on the primary actor owner. This is a subjective process and based on first-hand knowledge, public reports, statements on websites, and feedback.

The focus is on the primary role for which the actor would be known. An innovation hub may provide education and support or connections, but would be primarily perceived as an innovation hub. An Accelerator provides education and support and pitch opportunities, but it is primarily an Accelerator.

Occasionally an actor is listed in multiple areas such as a government agency that acts as a virtual hub. This is kept to a minimum to avoid every actor being in every role, making the map irrelevant.

Below is more detail on the rationale behind each role:

Accelerator/Incubator Programs

Accelerator and incubator programs follow an established path to help entrepreneurs build, grow, and scale their business. Characteristics that may be included:

  • a start and end date,
  • content curriculum;
  • assigned mentors;
  • financial, social,
  • or technical capital; and
  • cohort-based.

The term incubator has been used in other contexts to reference a physical space as well as programs focused on early stage ideas, also referred to as pre-accelerator. For the purpose of this map, Accelerator/Incubator Programs does not include general, rolling intakes.

Chamber of Commerce

Chamber of Commerce provide advocacy for local business, events and networking, and dedicated mentoring programs. The focus varies significantly by region and various models exist. Some are funded by local government, others rely solely on member fees to maintain independence for advocacy. Chambers are included as they have the potential to provide access to networks and customers for early validation and have a vested interest in supporting local businesses of all forms. More will be added over time.

Connections and Virtual Hubs

Many regions have a dedicated body that performs functions similar to a physical hub while also building collaboration and capability in the region. These are loosely described as Connections and Virtual Hubs. A body typically exists for each State and at a local regional level, and some focus on a specific industry area. Virtual hubs often form prior to a physical space in response to local demand or desire for entrepreneur support.

Corporations

Corporations that are listed are those that actively participate in supporting early-stage, high growth firms outside their organisation. This includes sponsorship, investment, and running hackathons or innovation hubs accessible to the public. Corporations are currently not displayed.

Coworking space

A coworking space is based on a seat-for-hire business model, offering short-term office space and amenities. There can be an emphasis on community and collaboration, and events and programs are hosted that support entrepreneurs and business. The difference between a coworking space and an innovation hub is the evidence of resources dedicated by the space to intentionally help entrepreneurs build, grow, and scale their business, as compared to simply creating the environment for growth to happen.

Economic Development Groups

Some regions have a separate economic development body that advocates, informs policy and infrastructure, and provides access to networks. This is related to a Chamber of Commerce, but at a larger scale, over a larger region, and with higher influence. The federally supported Regional Development Authorities (RDA) are included in this category. These groups have the ability to support the infrastructure needed to attract and support entrepreneurs, and connect those who are established in the region with emerging opportunities.

Education and Support

There are those in the community who provide education and support for various actors, including entrepreneurs, investors, and governments. These providers often focus on a specific function (eg., investment readiness, founder mental health, policy development). This category currently does not include traditional service providers such as accountants, lawyers, or digital agencies due to the volume, transient nature of the providers, and the difficulty in identifying which providers have capability and services to support early-stage, high growth potential firms.

Events / Pitch / Awards Programs

Major events, pitch sessions, and awards programs provide examples of what success looks like, and create a central place for networking and connections. The programs can send clear indicators to a region, such as having an award for social impact, for indigenous or female founder, or specific technology or industry outcomes. They draw out companies and ideas to provide an indicator of activity and capability in a region. They also act as networking events to bring together those who can support those pitching to go to the next stage.

Government – Federal, State, Local

The three levels of government participate in the innovation ecosystem in different degrees based on size. Ideally this is to address market failures, facilitate market action, or support initiatives that are public interest where there is not sufficient market drivers to take a lead. The greater the region’s population to draw public funds, the larger the investment tends to be for focused innovation activity. Innovation investment forms a part of the overall economic development and community development portfolios, and may be its own department as well as a separate entity, such as seen with Victoria’s LaunchVic or other state’s Chief Entrepreneur offices. The map shows government organisations or departments, while specific government programs or support is categorised under the respective role for the program (eg., Accelerator, Innovation Hub) and tagged as a Government model.

Hackathon Program

Hackathons are intensive challenge sessions to solve problems or create businesses by participant entrepreneurs. The map lists recurring hackathon programs rather than one-off initiatives. Hackathon Australia maintains a good list of all hackathons.

Hackerspace/Makerspace/Artspace

Hackerspaces, makerspaces, and artspaces provide opportunities to try out technology on self-driven projects. The emphasis tends to be on creating rather than commercialising. The spaces attract like-minded individuals and can develop early local talent for other areas of the ecosystem.

Industry / Technology Communities

Communities form in local areas around industry and technology topics, usually in the form of a meetup group. These are constantly evolving and will be identified as they come up. These groups can bring a cultural strength to a local ecosystem, particularly when operating out of an innovation hub or coworking space.

Industry Associations and Peak Bodies

Industry associations and peak bodies can provide access to a wide customer base, advocate for change, and connect influential people in communities and politics. These groups also often have initiatives to connect their members with new ways of thinking and new technologies. These will be added to the map over time, but a list of peak bodies is extensive, diverse, and localised.

Innovation Hub

An innovation hub typically is based in a physical space and commits resources to supporting entrepreneurs to build, grow, and scale their business. The difference between a coworking space and an innovation hub is the evidence of resources dedicated by the space to intentionally help entrepreneurs build, grow, and scale their business, as compared to simply creating the environment for growth to happen. Functions in an innovation hub often include entrepreneur or expert in residence, program managers, and business development managers focused on the programming and events for the entrepreneur support activities.

Investment

Organisations listed in investment provide capital designed for early-stage, high growth ventures. This is usually angel groups and other venture capital funds. Traditional banks are listed if they have funds or programs to provide specialised funding models for early-stage, high growth potential firms.

Media, Tools & Advocacy

Media, tools, and advocacy includes organisations that specifically promote, measure, and advocate for startups and the innovation ecosystem overall.

Place-based research

Place-based research organisations perform a dedicated function of researching, providing data, and informing policy on locations, where the information is directly relevant to the region’s entrepreneurial growth.

Research

Research organisations focus on research, with potential to develop entrepreneurial initiatives from research outcomes. Examples include CSIRO locations and Collaborative Research Centres (CRCs). These are distinct from universities, and some university research initiatives may be listed here.

School Entrepreneur / STEAM Program

Extra-curricular programs continue to emerge that support young people to develop technical and entrepreneurial skills. These often address gaps in curriculum and are delivered through multiple approached, including in curriculum, extra-curricular, and externally. Delivery approaches include by the teacher and/or through an external facilitator.

Universities

Universities have the capability to provide talent, mentoring, and entrepreneurial programs. University programs often include early-stage broad entrepreneurial programs for students, as well as focus on specific areas, such as technology, creative industries, regional, industry sector such as agriculture, or social enterprise.

What's next

The scope of innovation is broad, and inclusion of new actors is never ending. New organisations emerge while others consolidate or cease operations.

Directories and reports have come and gone over the years. There is also an ongoing discussion outlined in the recent StartupAus Policy Hack and Crossroads report to maintain a common data repository to support early-stage, high growth firms, and measure the impact of investment into the area. The project aims to align with other initiatives in the market and develop a sustainable approach to addressing these challenges.

Ongoing developments include:

Hub support and individual companies: The map focuses at the system level. We are also supporting individual hubs to measure their impact and through this collecting cohorts of companies and individuals against programs to map connectivity and impact. These will be released later. Global connections: The Australian ecosystem is a good case study because it has a low enough density to be viewed in one picture, but large enough to be meaningful. Global connections and collaborations are in development. Ecosystem principles: The primary aim of the research is to develop a better understanding of how local ecosystems work effectively and improve local collaboration between roles. This will be in the form of principles, which are being tested through practical implementation in regions and will be published in due course through further blog posts, books, and as part of the PhD body of work. Ongoing research: I am currently on a research tour visiting as many actors in the Australian ecosystem as I can effectively get to. A large part of Queensland is complete, after which I will write up the results, take stock, and prepare for the rest of Australia. The map will continue to be updated through the process as a tool for people to use. Please connect with me if you want to be a part of the journey, collaborate on research, or work on ways we can add value to each other's projects.