Founder Case Study: Veracity Trust Network
I have heard the word ‘bot’ for a long time now and had a vague idea of what they were – at least I thought so. More recently, I attended a pitch event in Hong Kong with a delegation of ‘tech companies’ from the UK presenting. One of the companies was led by a Founder, Nigel Bridges, a company involved with cyber security. We later met up and talked in more depth about his work and this article draws mainly from that meeting.
What is a ‘bot’?
“Essentially, a bot is an automated software application that performs repetitive tasks across a network and follows instructions to imitate human behaviour – but in a much faster and more accurate fashion.” Some are harmless, some even provide a useful service by scraping information that could be important research for your business.
But some can be malicious, looking to exploit vulnerabilities found in websites (‘ransomware’).
And there are other bots that are less threatening but can still harm you, such as wasting the amount of money in your ad spend by pretending to be ‘real people’.
The one other point worth mentioning is that surveys have estimated that bots account for close to 50% of all activity on the internet. That number is almost certain to increase as all our processes become more automated.
How Veracity got started
What interviewing Nigel, he described an interesting journey to get to where he is today.
“Myself and two other founders started it about six years ago now. Initially, we started the company because there’s a very big problem in the online advertising industry where bots, non-humans will click on ads, thus wasting budget. It’s a very straightforward problem. That actually gives you two problems. Problem number one, you waste money. And problem number two is your analytics are wrong because if a bot clicks on an ad and you don’t know it’s a bot and you think it’s a human, you probably make bad decisions. So that’s where we started. We developed software in order to try to differentiate bot clicks from human clicks so that analytics would be better.”
I have always been interested in psychology, it was my minor in undergraduate, and so when Nigel told me they did ‘behavioral analysis’ in their bot detection I was intrigued (I had this image of a bot lying on a couch being psychoanalyzed). As Nigel explained:
“Let’s take an easy example. If you, for example, go onto a website and you start interacting through the browser, you will be exhibiting behavior that only you as a human can exhibit. So, the way you move your mouse, the way you type. If you go onto your phone, the way that your thumb interacts with the screen and so on. And so there will be peculiarities that you and I will do as humans.
So, writing a software bot to emulate that is incredibly difficult. Whereas, for a bot to move a mouse it has to use a mathematical formula because it’s a robot, it’s a software routine. So can we exploit those micro differences to see whether it really is a human or whether it’s a very clever bot pretending to be a human.”
It was a fascinating point for me. I have always said that a little understanding of psychology was important in business as much of what we do is human interaction and negotiation. But I never thought I would be using psychology to analyze bots! Can we characterize this as “thinking outside of the bot”?
On a more serious note, many years of research supported by machine learning was put in to get to the level of effectiveness they are at today. As they started off in the ad industry, they have a lot of data about both human and bot behaviour. The other essential aspect of the software is ‘fast computation in real time’ as this is the speed at which bots operate.
There was a lot more about the discussion and if the reader wants to listen to the whole interview I have put the link of the Vlog at the end.
Summary
Being involved with Founder Institute has taught me the importance of making sure any new company is addressing a pressing real-world problem. Given how omnipresent the internet is in our life and, also, how omnipresent bots are on the internet then we can see this is a major and pressing problem for all of us. It is also interesting to see how they developed two related but separate revenue streams, one in cyber security – stopping bot attacks – and a second in reducing ad spend – not paying for all the bot clicks.
Lastly, Nigel closed off with a fascinating view of the future:
“I think the key here, one of the things that we always keep in mind is that the market is growing rapidly. People are writing more and more sophisticated bots. For example, with Gen.ai coming through and quantum computing coming through, that will change the world really, really dramatically. So, people, for example, that are relying on encrypting their data and thinking, oh, it doesn’t matter if my data is stolen, it’s encrypted. Well, within the next two or three years, people will be able to break those encryption keys, and that data will be all over the web. And these are going to be tools that the bad actors are going to have their hands on just as quickly as the good guys. So, we’ve got to keep on top of this and keep keeping on top of this.”
Our brave, new world.
Visit Veracity at: https://veracitytrustnetwork.com/
If you want to listen to the entire Vlog, it can be found at:
https://www.youtube.com/watch?v=RbMebjWnpTE
John D. Evans, CFA
SEIML Ventures
21 November 2024
Benny曾在中国金融市场工作,聚焦于固定收益、货币和资产负债管理。 他目前是宁波一家中型私募基金管理公司量利资本的副总裁。 公司的策略包括各种类型的固定收益投资组合管理和可转换债券投资组合管理。 此外,Benny 还为证券公司母基金、企业投资者和高净值个人等专业投资者提供金融投资服务。
Benny 还一直活跃在证券业务的商业领域,管理客户业务发展战略、营销计划和路演,并为中小型银行和其他金融机构开发和提供金融市场培训计划。
Benny 精通普通话、英语和日语。
自 2014 年春从法国攻读研究生回到中国以来,Jina一直致力于电商领域及其在金融、娱乐和汽车行业的应用。 她是一位多功能人才,能说流利的普通话、英语和法语。
Jina 是 SEIML 在外国客户和中国行政机构之间的主要关系经理,曾多次负责与在中国运营的国际公司和管理人员打交道。 因此,她负责管理公司与客户的所有业务流程外包(BPO)活动。
她拥有经济学研究生学位,并完成了特许金融分析师协会(CFA Institute)颁发的投资基础证书,因此具备协助外国公司进行中国市场研究的知识,包括对潜在客户、供应商或其他第三方进行审查。 她在使用中国社交媒体方面也颇有心得。
Jina 精通普通话、英语和法语。
John 职业生涯的前 24 年是在投资银行度过的,先是在多伦多,后来短暂去了纽约和伦敦。 他曾为欧洲、中东和非洲地区的大型基金提供债务资本市场(DCM)、股权资本市场(ECM) 和战略投资咨询。
2004 年,他转入学术界,在英国和中国的大学设计并开设了投资管理硕士课程。 在英国大学就读期间,他还创建并管理着欧洲一家规模较大的金融专业培训机构(该机构是培训公司的合资伙伴)。
2016 年,John 重返行业,与初创企业以及各种平台和生态体系合作,为这些处于早期和中期阶段的公司提供支持。 起初,他在上海地区开展这项业务,但后于 2024 年迁至香港,以便在东南亚地区建立 SEIML 的足迹。 John 还是香港创始人协会(FI)生态体系的董事和 创始人协会东盟金融科技加速器的项目总监。