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The significance of international backhaul:
Points to ponder by Nepal
Abu Saeed Khan
Senior Policy Fellow
LIRNEasia
abu@lirneasia.netabu@lirneasia.net
How to engage in broadband policy
and regulatory processes
March 30, 2015
Nagarkot, Nepal
“The Internet is a robust virtual
infrastructure comprised of tens of
thousands of communicating
enterprises, each seeking to
maximize profit according to localmaximize profit according to local
rules and business conditions.”
- James Cowie,
CTO, Renesys Corp.
Internet is totally different
• If the price of Internet transit were stated in the form of
an equivalent voice minute rate, it would be about
US$0.0000008 per minute – or 100,000 times lower
than typical voice rates.
• A survey of 4,300 networks, representing 140,000
peering exchanges, found that 99.5% of these “peering
agreements” were on a handshake basis, with no
written contract and no money changing hands for
these exchanges of traffic.
Source: OECD Digital Economy Papers No. 207 January 29, 2013
Internet’s infrastructure fragility and cost
Courtesy: Ciena
Submarine networks = Terrestrial networks
Landlocked countries = Coastal countries
Courtesy: Ciena
Latency ranges by route
DREAM (Diverse Route for European
and Asian Markets)
Terrestrial offers better latencyEuropePersia
ExpressGateway
EuropePersia
ExpressGateway
“EPEG is now the Internet’s fastest path between the Gulf and
Europe, shaving at least ten percent off the best submarine cable
round trip time from Dubai to Frankfurt.” Jim Cowie, Renesys. 26
Sep, 2013.
International Internet Bandwidth (Mbps)
by country (South Asia)
1,226,940
1,691,749
Myanmar is included deliberately
Bangladesh
Bhutan
Source: Global Internet Geography, TeleGeography. Figures represent Internet bandwidth
connected across international borders. Data as of mid-year.
335,858
649,977
912,708
58,939
104,920 136,695
195,325
279,985
2010 2011 2012 2013 2014
India
Myanmar
Nepal
Pakistan
Sri Lanka
53,244
79,764
58,410
India and Pakistan have been excluded for a clearer picture
Sri Lanka
Myanmar is breathing on Nepal’s neck
10,661
21,032
33,070
53,244
7,148
13,647
22,083
38,085
1,775
4,865
7,960
12,300
19,100
360 910
4,467
9,982
15,869
5,455
2010 2011 2012 2013 2014
Bangladesh
Nepal
Myanmar
Bhutan
Source: Global Internet Geography, TeleGeography. Figures represent Internet bandwidth
connected across international borders. Data as of mid-year.
International Internet Bandwidth (Mbps)
by Country (Asia Pacific LLDCs)
259,089
463,218Data of Afghanistan is not available
Kazakhstan
Mongolia
Nepal
Uzbekistan
Laos
Kyrgyzstan
Source: Global Internet Geography, TeleGeography. Figures represent Internet bandwidth
connected across international borders. Data as of mid-year.
264 786 1,474 3,752 11,123
36,967
74,368
119,456
259,089
37,650
2005 2006 2007 2008 2009 2010 2011 2012 2013 2014
Kyrgyzstan
Bhutan
Tajikistan
Turkmenistan
Amazing tale of three LLDCs
26,085
37,650
Kazakhstan has been excluded for clarity
Mongolia
Nepal
Uzbekistan
Laos
Kyrgyzstan
Source: Global Internet Geography, TeleGeography. Figures represent Internet bandwidth
connected across international borders. Data as of mid-year.
14 14 167
2,169
3,621
6,372
11,180
17,280
35 41
85 199
1,085
1,775
4,865
7,960
12,300
19,100
53 163
239
498
1,085 1,332
3,822
6,997
10,729
13,062
9,370
7,923
5,455
1,242
2005 2006 2007 2008 2009 2010 2011 2012 2013 2014
Bhutan
Tajikistan
Turkmenistan
Uzbekistan: An unfinished revolution
• December 10, 2004: Uzbekenergo and Uzbekistan
Railway were granted licenses for five years to “provide
long distance telecommunication services” ensuring
“access to its networks for other operators and
providers on equal terms”.providers on equal terms”.
• November 4, 2009: Both the licenses were extended for
further five years (i.e., until December 12, 2014).
• Neither of the license is yet to be functional!
Uzbektelecom retains end-to-end monopoly
International Internet Bandwidth by Country, 2005–2014 (Mbps)
Country 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014
Mongolia 14 14 167 2,169 3,621 6,372 11,180 17,280 26,085 37,650
Nepal 35 41 85 199 1,085 1,775 4,865 7,960 12,300 19,100
Uzbekistan 53 163 239 498 1,085 1,332 3,822 6,997 10,729 13,062
Laos 24 57 326 481 756 1,616 2,682 4,190 6,522 9,370
Kyrgyzstan 22 130 398 524 1,019 1,335 2,005 4,662 5,904 7,923
• Mongolia crossed Nepal, Bhutan, Tajikistan, Turkmenistan in 2007. It
also passed Laos and Kyrgyzstan in 2008.
• Mongolia plugged itself with Russia (North) and China (South).
• Uzbekistan lost to Nepal in 2010. It may regain the title.
• What should Nepal do now?
Kyrgyzstan 22 130 398 524 1,019 1,335 2,005 4,662 5,904 7,923
Bhutan 7 22 30 75 116 330 485 640 940 5,455
Tajikistan 10 46 68 129 179 235 595 2,174 3,104 4,815
Turkmenistan 12 20 30 344 54 69 290 400 775 1,242
Nepal is to diversify its route via China ASAP
• Terrestrial links with four Indian networks:
– Reliance, BSNL, and Airtel via the Birgunj‐Raxaul and
Birtatnagar‐Jogbani border crossings.
– Tata links to the network of UTL via Birgunj‐Raxaul and
Bhairahwa‐Sunauli.
• SASEC Information Highway:
– Pending for nearly a decade. No clear picture.
• Nepal-China link (NTC and China Telecom):
– Nepal Telecom to plug a second cross‐border fiber link with
China Telecom via Rasuwagadhi. It will supplement the
existing Tatopani fiber link that was deployed in 2010/11.
State-owned PTT
Closed access
Route diversity urgent not only for Nepal
Source: Michael Ruddy, Broadband Infrastructure in South
Asia and West Asia. October 2014.
Cushman & Wakefield Data Center Risk Index - 201360% 35% 5%
National Broadband
Policy, 2071
should comprehensivelyshould comprehensively
address Nepal’s
international diversity.
Key targets of National Broadband Policy
• By 2015:
– Urban broadband users will have a choice of at least
three suppliers. All 75 district headquarters will be
connected by optical fiber backbone links.
• By 2018:
– Entry level broadband prices will be brought to 3.5% or
less of GNI per capita
– Nationwide penetration of 30% at >512kbps and making
available >10 Mbps download speed on demand in
urban areas.
– Broadband coverage for 45% of households.
Open access is pronounced twice
• 10.2. Backbone/backhaul and access network infrastructure
– 10.2.1 Measures will be taken to drive investments in creating
optical fiber backbone infrastructure, predominantly on an open
access basis, recognizing the fact that microwave frequencies
used for backhaul transport of voice traffic is not sufficient to
carry substantial broadband traffic. Open access policies andcarry substantial broadband traffic. Open access policies and
approaches will be extended to cover existing fiber backbone
infrastructure through proper regulatory instrument.
– 10.2.9 Appropriate policy measures will be taken to implement
open access and interconnection arrangements for backbones,
international capacity and international gateways.
Infrastructure Sharing is pronounced 4 times (1)
• 3. Key Issues and challenges
– Difficult terrain and disruptions in power supply pose
yet another set of challenges warranting appropriate
policy responses. This underscores the need, among
others, to formulate mandated arrangements aimedothers, to formulate mandated arrangements aimed
at encouraging cooperation and sharing of passive
infrastructure among the operators to the extent
possible. Similarly, policy incentives must be
formulated to facilitate and promote the use of green
technologies for broadband deployment given a
scenario of acute power shortages and the imperative
to minimize carbon footprints.
Infrastructure Sharing is pronounced 4 times (2)
• 9.0 Policy
– 9.5 Infrastructure sharing will be promoted through
legal and regulatory instruments and directives so as
to minimize the overall cost of service provision and
increase choices for users in urban, rural and
underserved areas.underserved areas.
– 10.2.3 Special measures will be taken to encourage
and promote infrastructure sharing and to develop
mechanism for securing local government cooperation
in infrastructure build‐out.
– 10.2.5 A forum for key business and government
interests to promote infrastructure development and
sharing will be created
Fiberail of Malaysia = Gas pipeline + Rail + Road
Cross-sector Fiberail has been
integrated to BBG submarine cable
Costs of civil works in fiber deployment
France Approximately 80%
United Kingdom Between 70% and 80%
Republic of Korea Between 80% and 90%
European Union Approximately 80%European Union Approximately 80%
MENA Approximately 80%
OECD average (2008) Between 50% and 80%
Source: “Harnessing cross-sectoral infrastructure synergies.” ESCAP. August 27, 2014.
Right-of-way (ROW) = ?%
Lesson from India: ROW up to $208,000/km.
“Noting that some states were levying hefty RoW charges, equivalent to Rs 1.27
crore (US$ 208,000) per km, DoT has urged states to scrap such practices, failing
which NOFN project costs would shoot up and scuttle the Centre's ambitions of
delivering affordable broadband services. DoT has reached out to states as there has
scarcely been any progress in laying down optic fibre over the past three years.”
Powertel of India can trade
only power, not bandwidth,
across the border. It serves
the private cartel’s interest.
Even the state-owned
incumbent (BSNL) doesn’t
use Powertel ‘s domestic
network.
Bangladesh wasted infrastructure sharing
Also created duopoly
2008
Original and amended telecom
Infrastructure Sharing Guidelines
2011
From competition to captive market
Impact of amended guideline
• NTTNs not necessarily own fiber infrastructure. Yet, they are
exclusive providers of transmission services.
– Duopoly (Two NTTNs) wholesalers also provide retail service.
• Airtel and Robi.
– Increased operating costs and slower network rollout.
• Grameenphone, Banglalink and CityCell
– Investment (>US$ 400 million) under jeopardy.
• The entire telecom sector
– Reliability and affordability of fixed and mobile broadband is
compromised.
– Discouraging for foreign investments in infrastructure
development.
Lessons from Africa’s terrestrial projects
• Fiber not being buried deep enough
– Frequent physical damage (accidental and deliberate).
• Poor quality splicing
– Intermittent faults and reduction in throughput
• Poor maintenance of manholes
– Leads to flooding and cable damage.
• Poor systems and processes for fault management
– Sometimes the maintenance companies deliberately
sabotage cables to create work for themselves.
Source: Philip Bates, Analysys Mason, April 2014
Let there be light!
Dateline: Bangkok. October 17, 2014
• Reducing Digital Divide: Asia-Pacific Information Superhighway
• Asia-Pacific countries pledge to lower costs for Internet
infrastructure across region
Objectives of Asia-Pacific Information Superhighway
• Exploit every right-of-way for national and cross-
border optical fiber cable (OFC) networks.
– Highway, Railway track, Power Transmission Grid, Oil and
Gas pipelines.
• Deploy seamless cross-border OFC network along
the Asian Highway.the Asian Highway.
– Comprehensive open access being the fundamental
regulatory principle.
• Allow cross-border trading of bandwidth and
connectivity.
– Guarantees universal access to broadband.
Ancient Silk Road…….
…guiding today’s digital Silk Road
The best candidate in every respect
Connecting 32 Eurasian countries with EU through 141,000 km of standardized roadways.
Asian Information Superhighway:
Core objectives
• Creating a cross-border telecoms consortium of 32
countries being linked through the Asian Highway.
– Example: Intelsat (Past) and SEA‐ME‐WE3/4/5 (Present).
• Using Asian Highway’s right-of-way (ROW) for
open-access optical fiber transmission networks.open-access optical fiber transmission networks.
– Highways are preferred ROW for long distance telecoms.
• Each country’s road authorities will own the fiber.
– State‐ownership and open‐access guaranteed. No
payment is required for ROW.
• Only the licensed operators will have access to it.
– No regulatory disruption.
China’s 22,300 km fiber follows AH
Source: Ruyu Zhao, Transport Planning and Research Institute, MOC, China.
It deserves a closer look.
“It was not the British
government that seized
India at the end of the 18th
century, but a dangerously
unregulated private
company headquartered in
one small office, fiveone small office, five
windows wide, in London,
and managed in India by an
unstable sociopath – Clive.”
William Dalrymple
The Guardian
4 March 2015

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The significance of international backhaul points to ponder by nepal

  • 1. The significance of international backhaul: Points to ponder by Nepal Abu Saeed Khan Senior Policy Fellow LIRNEasia abu@lirneasia.netabu@lirneasia.net How to engage in broadband policy and regulatory processes March 30, 2015 Nagarkot, Nepal
  • 2. “The Internet is a robust virtual infrastructure comprised of tens of thousands of communicating enterprises, each seeking to maximize profit according to localmaximize profit according to local rules and business conditions.” - James Cowie, CTO, Renesys Corp.
  • 3. Internet is totally different • If the price of Internet transit were stated in the form of an equivalent voice minute rate, it would be about US$0.0000008 per minute – or 100,000 times lower than typical voice rates. • A survey of 4,300 networks, representing 140,000 peering exchanges, found that 99.5% of these “peering agreements” were on a handshake basis, with no written contract and no money changing hands for these exchanges of traffic. Source: OECD Digital Economy Papers No. 207 January 29, 2013
  • 4. Internet’s infrastructure fragility and cost Courtesy: Ciena
  • 5. Submarine networks = Terrestrial networks Landlocked countries = Coastal countries Courtesy: Ciena
  • 7. DREAM (Diverse Route for European and Asian Markets)
  • 8. Terrestrial offers better latencyEuropePersia ExpressGateway EuropePersia ExpressGateway “EPEG is now the Internet’s fastest path between the Gulf and Europe, shaving at least ten percent off the best submarine cable round trip time from Dubai to Frankfurt.” Jim Cowie, Renesys. 26 Sep, 2013.
  • 9. International Internet Bandwidth (Mbps) by country (South Asia) 1,226,940 1,691,749 Myanmar is included deliberately Bangladesh Bhutan Source: Global Internet Geography, TeleGeography. Figures represent Internet bandwidth connected across international borders. Data as of mid-year. 335,858 649,977 912,708 58,939 104,920 136,695 195,325 279,985 2010 2011 2012 2013 2014 India Myanmar Nepal Pakistan Sri Lanka
  • 10. 53,244 79,764 58,410 India and Pakistan have been excluded for a clearer picture Sri Lanka Myanmar is breathing on Nepal’s neck 10,661 21,032 33,070 53,244 7,148 13,647 22,083 38,085 1,775 4,865 7,960 12,300 19,100 360 910 4,467 9,982 15,869 5,455 2010 2011 2012 2013 2014 Bangladesh Nepal Myanmar Bhutan Source: Global Internet Geography, TeleGeography. Figures represent Internet bandwidth connected across international borders. Data as of mid-year.
  • 11. International Internet Bandwidth (Mbps) by Country (Asia Pacific LLDCs) 259,089 463,218Data of Afghanistan is not available Kazakhstan Mongolia Nepal Uzbekistan Laos Kyrgyzstan Source: Global Internet Geography, TeleGeography. Figures represent Internet bandwidth connected across international borders. Data as of mid-year. 264 786 1,474 3,752 11,123 36,967 74,368 119,456 259,089 37,650 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 Kyrgyzstan Bhutan Tajikistan Turkmenistan
  • 12. Amazing tale of three LLDCs 26,085 37,650 Kazakhstan has been excluded for clarity Mongolia Nepal Uzbekistan Laos Kyrgyzstan Source: Global Internet Geography, TeleGeography. Figures represent Internet bandwidth connected across international borders. Data as of mid-year. 14 14 167 2,169 3,621 6,372 11,180 17,280 35 41 85 199 1,085 1,775 4,865 7,960 12,300 19,100 53 163 239 498 1,085 1,332 3,822 6,997 10,729 13,062 9,370 7,923 5,455 1,242 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 Bhutan Tajikistan Turkmenistan
  • 13. Uzbekistan: An unfinished revolution • December 10, 2004: Uzbekenergo and Uzbekistan Railway were granted licenses for five years to “provide long distance telecommunication services” ensuring “access to its networks for other operators and providers on equal terms”.providers on equal terms”. • November 4, 2009: Both the licenses were extended for further five years (i.e., until December 12, 2014). • Neither of the license is yet to be functional! Uzbektelecom retains end-to-end monopoly
  • 14. International Internet Bandwidth by Country, 2005–2014 (Mbps) Country 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 Mongolia 14 14 167 2,169 3,621 6,372 11,180 17,280 26,085 37,650 Nepal 35 41 85 199 1,085 1,775 4,865 7,960 12,300 19,100 Uzbekistan 53 163 239 498 1,085 1,332 3,822 6,997 10,729 13,062 Laos 24 57 326 481 756 1,616 2,682 4,190 6,522 9,370 Kyrgyzstan 22 130 398 524 1,019 1,335 2,005 4,662 5,904 7,923 • Mongolia crossed Nepal, Bhutan, Tajikistan, Turkmenistan in 2007. It also passed Laos and Kyrgyzstan in 2008. • Mongolia plugged itself with Russia (North) and China (South). • Uzbekistan lost to Nepal in 2010. It may regain the title. • What should Nepal do now? Kyrgyzstan 22 130 398 524 1,019 1,335 2,005 4,662 5,904 7,923 Bhutan 7 22 30 75 116 330 485 640 940 5,455 Tajikistan 10 46 68 129 179 235 595 2,174 3,104 4,815 Turkmenistan 12 20 30 344 54 69 290 400 775 1,242
  • 15. Nepal is to diversify its route via China ASAP • Terrestrial links with four Indian networks: – Reliance, BSNL, and Airtel via the Birgunj‐Raxaul and Birtatnagar‐Jogbani border crossings. – Tata links to the network of UTL via Birgunj‐Raxaul and Bhairahwa‐Sunauli. • SASEC Information Highway: – Pending for nearly a decade. No clear picture. • Nepal-China link (NTC and China Telecom): – Nepal Telecom to plug a second cross‐border fiber link with China Telecom via Rasuwagadhi. It will supplement the existing Tatopani fiber link that was deployed in 2010/11.
  • 17. Route diversity urgent not only for Nepal Source: Michael Ruddy, Broadband Infrastructure in South Asia and West Asia. October 2014.
  • 18. Cushman & Wakefield Data Center Risk Index - 201360% 35% 5%
  • 19. National Broadband Policy, 2071 should comprehensivelyshould comprehensively address Nepal’s international diversity.
  • 20. Key targets of National Broadband Policy • By 2015: – Urban broadband users will have a choice of at least three suppliers. All 75 district headquarters will be connected by optical fiber backbone links. • By 2018: – Entry level broadband prices will be brought to 3.5% or less of GNI per capita – Nationwide penetration of 30% at >512kbps and making available >10 Mbps download speed on demand in urban areas. – Broadband coverage for 45% of households.
  • 21. Open access is pronounced twice • 10.2. Backbone/backhaul and access network infrastructure – 10.2.1 Measures will be taken to drive investments in creating optical fiber backbone infrastructure, predominantly on an open access basis, recognizing the fact that microwave frequencies used for backhaul transport of voice traffic is not sufficient to carry substantial broadband traffic. Open access policies andcarry substantial broadband traffic. Open access policies and approaches will be extended to cover existing fiber backbone infrastructure through proper regulatory instrument. – 10.2.9 Appropriate policy measures will be taken to implement open access and interconnection arrangements for backbones, international capacity and international gateways.
  • 22. Infrastructure Sharing is pronounced 4 times (1) • 3. Key Issues and challenges – Difficult terrain and disruptions in power supply pose yet another set of challenges warranting appropriate policy responses. This underscores the need, among others, to formulate mandated arrangements aimedothers, to formulate mandated arrangements aimed at encouraging cooperation and sharing of passive infrastructure among the operators to the extent possible. Similarly, policy incentives must be formulated to facilitate and promote the use of green technologies for broadband deployment given a scenario of acute power shortages and the imperative to minimize carbon footprints.
  • 23. Infrastructure Sharing is pronounced 4 times (2) • 9.0 Policy – 9.5 Infrastructure sharing will be promoted through legal and regulatory instruments and directives so as to minimize the overall cost of service provision and increase choices for users in urban, rural and underserved areas.underserved areas. – 10.2.3 Special measures will be taken to encourage and promote infrastructure sharing and to develop mechanism for securing local government cooperation in infrastructure build‐out. – 10.2.5 A forum for key business and government interests to promote infrastructure development and sharing will be created
  • 24. Fiberail of Malaysia = Gas pipeline + Rail + Road
  • 25. Cross-sector Fiberail has been integrated to BBG submarine cable
  • 26. Costs of civil works in fiber deployment France Approximately 80% United Kingdom Between 70% and 80% Republic of Korea Between 80% and 90% European Union Approximately 80%European Union Approximately 80% MENA Approximately 80% OECD average (2008) Between 50% and 80% Source: “Harnessing cross-sectoral infrastructure synergies.” ESCAP. August 27, 2014. Right-of-way (ROW) = ?%
  • 27. Lesson from India: ROW up to $208,000/km. “Noting that some states were levying hefty RoW charges, equivalent to Rs 1.27 crore (US$ 208,000) per km, DoT has urged states to scrap such practices, failing which NOFN project costs would shoot up and scuttle the Centre's ambitions of delivering affordable broadband services. DoT has reached out to states as there has scarcely been any progress in laying down optic fibre over the past three years.”
  • 28. Powertel of India can trade only power, not bandwidth, across the border. It serves the private cartel’s interest. Even the state-owned incumbent (BSNL) doesn’t use Powertel ‘s domestic network.
  • 29. Bangladesh wasted infrastructure sharing Also created duopoly
  • 30. 2008 Original and amended telecom Infrastructure Sharing Guidelines 2011
  • 31. From competition to captive market
  • 32. Impact of amended guideline • NTTNs not necessarily own fiber infrastructure. Yet, they are exclusive providers of transmission services. – Duopoly (Two NTTNs) wholesalers also provide retail service. • Airtel and Robi. – Increased operating costs and slower network rollout. • Grameenphone, Banglalink and CityCell – Investment (>US$ 400 million) under jeopardy. • The entire telecom sector – Reliability and affordability of fixed and mobile broadband is compromised. – Discouraging for foreign investments in infrastructure development.
  • 33. Lessons from Africa’s terrestrial projects • Fiber not being buried deep enough – Frequent physical damage (accidental and deliberate). • Poor quality splicing – Intermittent faults and reduction in throughput • Poor maintenance of manholes – Leads to flooding and cable damage. • Poor systems and processes for fault management – Sometimes the maintenance companies deliberately sabotage cables to create work for themselves. Source: Philip Bates, Analysys Mason, April 2014
  • 34. Let there be light!
  • 35. Dateline: Bangkok. October 17, 2014 • Reducing Digital Divide: Asia-Pacific Information Superhighway • Asia-Pacific countries pledge to lower costs for Internet infrastructure across region
  • 36. Objectives of Asia-Pacific Information Superhighway • Exploit every right-of-way for national and cross- border optical fiber cable (OFC) networks. – Highway, Railway track, Power Transmission Grid, Oil and Gas pipelines. • Deploy seamless cross-border OFC network along the Asian Highway.the Asian Highway. – Comprehensive open access being the fundamental regulatory principle. • Allow cross-border trading of bandwidth and connectivity. – Guarantees universal access to broadband.
  • 39. The best candidate in every respect Connecting 32 Eurasian countries with EU through 141,000 km of standardized roadways.
  • 40. Asian Information Superhighway: Core objectives • Creating a cross-border telecoms consortium of 32 countries being linked through the Asian Highway. – Example: Intelsat (Past) and SEA‐ME‐WE3/4/5 (Present). • Using Asian Highway’s right-of-way (ROW) for open-access optical fiber transmission networks.open-access optical fiber transmission networks. – Highways are preferred ROW for long distance telecoms. • Each country’s road authorities will own the fiber. – State‐ownership and open‐access guaranteed. No payment is required for ROW. • Only the licensed operators will have access to it. – No regulatory disruption.
  • 41. China’s 22,300 km fiber follows AH Source: Ruyu Zhao, Transport Planning and Research Institute, MOC, China. It deserves a closer look.
  • 42. “It was not the British government that seized India at the end of the 18th century, but a dangerously unregulated private company headquartered in one small office, fiveone small office, five windows wide, in London, and managed in India by an unstable sociopath – Clive.” William Dalrymple The Guardian 4 March 2015