~ 1973
September 29, 2001
September 26, 2002
September 23, 2003
September 20, 2004
September 17, 2005
September 14, 2006
September 11, 2007
September 8, 2008
September 5, 2009
September 2, 2010
August 29, 2011
August 26, 2012
August 23, 2013
August 20, 2014
June 30, 2030 ~ 2050Sources:
footprintnetwork.orgen.wikipedia.org
The Problem Being Addressed
Validation
#edxhack
• How can organizations become and be more environmentally and socially sustainable?
• Innovating for sustainability: A systematic review of the body of knowledge• Report, Executive summary, webinars, workshops, conferences• Conceptual foundation for series of Sustainable Innovation
Laboratories• 2x academic journal papers• Short-listed for CIM management article of the year 2014• Evidence submitted to the All Party Parliamentary Group on
Management Commission on the future of management
• Competing solutions• AMEE• Caelus Consulting• Green Plus• Green Pulse Check• Green Enterprise Movement• Strategic Sustainability Consulting• Futureway Australia• Greener Gateway• PWC
The Solution
#edxhack
A multi-sided platform that brings together open data, industry data and proprietary firm level data to help firms become more environmentally and socially sustainable:
• Identify their environmental and social sustainability performance
• Benchmark against similar others
• Identify risk areas (e.g. compliance) and targets for improvement
• Access knowledge and expertise to address challenge areas
• Enhance social legitimacy and licence to operate
• Bottom line impact
• Change for the Better
Target user or customer
#edxhack
• Industry – initially SMEs, corporations (for expertise pool)
• Buyers – decision aid for organisational or individual buyers
• Public sector – policy and procurement
• Knowledge providers – academic community, consultancy, NGOs
The Datasets Used
#edxhack
• AMEE (EDX)• Energy consumption for selected Bristol buildings from smart
meters by half hour (Bristol City Council) (EDX)• Companies House• International Standards Office (ISO 14001)• Multiple others, eg:
• DEFRA’s Survey of public attitudes and behaviours towards the environment (EDX);
• DEFRA’s UK-AIR: Air Information Resource - automatic and non automatic monitoring data (EDX)
• But there are challenges: format and content
• Supplement with user-provided data
Monetisation & Value
#edxhack
VP1 - Firm level data. Free to use by data owner• Reduce risk; facilitate compliance; track, monitor, improve internal & external
performance
VP2 – Opportunity to enhance social legitimacy. Free to use by data owner• Top & most improved ‘E’ firms in country, region, sector• Licence to operate
VP3 - Aggregated data. Pay per use & subscription• Benchmark; assess performance against similar others; identify opportunities for
improvement
VP4 - Consulting tools. Commoditisation and pay per use• Off the shelf and bespoke training, coaching & transformational packages
VP5 - Multisided platform. Affiliate model• Knowledge broker to solution providers (academic, consulting, NGOs)
VP6 - Environmental and social sustainability: win-win
Potential partners / channels and next steps
#edxhack
• Challenge of scaling up
• Multi sided platform knowledge broking with academic and consulting community
• NGOs & GOs: e.g. UNEP, WWF, WBCSD, Environment Agency for issues identification and data
• Proprietary data sources: e.g. Government, Commercial data sets, National censuses etc
• Lobbying to extend and enhance existing datasets
The system
#edxhack
Data sources
Registered Businesses
EDX Data
Other Open Data
Fee Based Data
OFBStandardised data
DataTransformation
EngineStandardised Data
Open For Business™Dashboard
Users
Registered Businesses
Public Sector Procurement
Public Sector Policy
Experts(Academia,
Consultants)
PublicDataPersistence
The Technology
#edxhack
Data sources
API Data Streams
OFB User populated
OFB Static datasets
As JSON data
Web Engine
FlaskPythonMapboxLeaflet.js
Hosting - Heroku
GUI Design / Implementation
PrecursorappTableau
BootstrapIPython Notebook
DataPersistence
TBD
The Prototypes
#edxhack
Eleonore Mayola @EleonoreMayola Mar 21
Using AMEE api for companies sustainability scores data with Python and cartodb! #edxhack http://cdb.io/1MYuPdX