Business
The Benefits of Chatbots: an Interview with Researcher and CTO Avi Ben Ezra
There has been a notable, sustainable increase in the use of chatbots during the last couple of years. They have been adopted into many systems which were formerly operated by humans. What these chatbots do is that they provide a new way for businesses to interact with their target audience. Therefore a lot of chatbot strategies will make use of the popularity of messaging applications. They will also make active use of the accelerated development of many types of sensors. These systems will become more effective with the emerging of new technologies and by implementing improved AI systems. For a long time, social media was the preferred way for people to interact with one another. According to statistics messaging apps are now leading social media platforms by a substantial margin.
We recently interviewed Avi Ben Ezra, the CTO of SnatchBot. Below are his answers to some related questions:
People ask what is a chatbot and why is it making such waves?
A chatbot is simply a program which is governed by AI and certain rules. It is able to simulate a real-life conversation with humans by using a chat interface. To put it in simpler terms, a chatbot is simply an AI service which is capable of having a two-way conversation. It can speak to you just like you speak to your friend or family member. In order to increase the effectiveness of chatbots, they are based on machine learning in order to allow them to collect conversational structures and nuances which can then enable them to simulate human conversations. They are also able to react to requests which can either be written or spoken and they can respond to those questions and also provide the requested services. They are not only reacting to commands they actually understand language usage. This is because chatbots use artificial intelligence. The result is that over time after frequent conversations with humans they can become very proficient and increasingly intelligent.
Most people believe that the use of chatbots is a relatively new development. However, the research behind this technology goes back all the way to the 1950s. Many businesses have already been introduced to the extraordinary benefits of artificial intelligence and chatbots. There is also a tremendous amount of information available which will clearly show industries how these chatbots can contribute to just about any business.
What are the financial considerations?
Those businesses who are planning to implement a full functioning chatbot may be surprised to learn that such a system is significantly cheaper than a cross-platform app. It is also substantially cheaper than employing employees for each separate task. There is already ready-made software developed by Facebook, Microsoft, and various other IT companies which can be used by businesses. One of the big advantages of chatbots is the fact that they are completely automated AI solutions. According to Ben Ezra, they enable businesses and organizations to handle many customers at the same time and also simultaneously. What businesses need to consider are when they employ chatbots which supplements the services provided by your human resources this can result in a huge saving on salaries while eliminating all human error. Indeed tax savings are also significant: as we’ve seen in countries like France, Belgium and the UK, where payroll taxes are steep. Then, off course, the cost to the environment is a factor: staff driving to work and back creates a big carbon footprint. So reducing carbon emissions and taxes, is something AI and automation is helping with.
What about access to global markets?
Regardless of the standing of your particular business whether it is a local brand or a very well-known international brand, you should note that chatbots have the ability to address all of your customer care problems 24 hours a day and 365 days a year in a variety of international languages. This can provide your business with unique opportunities to expand. With the proper implementation of chatbots, you can soon have a significantly larger market presence. You will be in the fortunate position that you do not have to rely on human resources for your customer services and other queries because your AI chatbots will be ready to take care of that side of the business.
How do chatbots handle lead generation?
Your chatbot has all of the necessary consumer information to allow it to provide consumers with personalized messaging. This is important as consumers proceed along the buyer’s journey. Your chatbot could be programmed to ask the consumer a whole range of related questions which could close the deal and possibly generate a new lead for your business. With a properly implemented chatbot system, the marketing flow is always in the right direction and that can drastically increase conversion rates for your business. With an efficient AI system, it is possible to generate potential customers, your chatbot will automatically notify the sales team and furthermore, it is also able to assist management in determining all of those unqualified leads. This is done through identified KPI’s which look at things such as resources, timeline, relevancy, and budget. This can really help the business to avoid spending time with leads that might go nowhere. We saw one French business integrate this with their Google Ads account, where lead generation was on autopilot: the marketing tream reported that despite ad fraud and invalid activity on the PPC side, the chatbot was still good at helping them improve their ROI.
What about learning from consumer data?
We have already discussed how chatbots can be excellent communicators and they handle consumers very well. Then there are critical communications where they generate valuable feedback simply by asking general questions. That information allows your business to make a whole range of improvements and adjustments to your current products or services. It can also provide you with valuable insight which can be used to optimize your website. You will be better prepared to do important adjustments to all of those low converting pages. Many businesses have webpages which are generating a substantial amount of organic traffic. Unfortunately, the conversion rates are not that good. However, with your chatbot, you can now interact with customers visiting that website and that chatbot can do a little survey which will quickly determine why people leave the website without purchasing anything.
How can AI chatbots increase customer engagement?
Many business owners have learned the hard way how critically important it is to keep your customers engaged with your brand. A lot of research has been done regarding customer engagement. It has been determined that those businesses who frequently interact with their customers on social media can increase customer spending by as much as 40%. There can be no doubt that social media is a very effective platform but by making use of chatbots a business can make the interaction so much more attractive especially if the chatbots have been programmed with an excellent sense of humor. Everyone familiar with conventional customer services will know that such a system generally receives less information from a customer than it will provide. This is not the case when it comes to chatbots. These intelligent systems will give only a little information and will then proceed to lead the interaction according to the consumer input which is received. The advantage of this approach is that chatbots will not fall into the human error of boring the customer, inundating them with unnecessary information. However, they will continue to respond to the customer presenting additional information as the conversation progress. The result is that the customer remains on the website for longer and they also learn a lot more about the business.
Are chatbots capable to stimulate proactive customer interaction?
In most business interactions there is mostly a passive customer interaction because most businesses will only respond to the consumer after they had been contacted. It is only very occasionally that businesses will initiate such communications. The problem is that most businesses are engaged in a highly competitive market and furthermore they are in a situation where they have millennial’s as customers. The simple fact of the matter is that acting passively is a luxury that no business can any longer afford.
How will chatbots make the business available 24 hours a day?
The issue relating to customer service has been researched very extensively over the last couple of decades. It is now a well-known fact that customer service is critically important to the success of any business organization. It does not matter what the scope of your business is, whether it is local or international. It is very important to have a 24/7 customer service department. When this is done correctly it can have a very positive impact on the satisfaction of your customers.
Once again businesses can benefit tremendously from the use of chatbots. It is entirely possible to get well-programmed chatbots to provide consumers with automated answers to a whole range of questions. That information can then be forwarded to an actual human being which can then provide a suitable solution for that situation. In this way, a lot of time can be saved by customer service officials and this allows them to give attention to more important issues while leaving the simple tasks to chatbots.
What about vital customer assistance?
A very interesting fact has emerged recently which showed that over 80% of online shoppers are in need of guidance and support during the online shopping process. This is why your business will have to be ready to help your customers to understand which of the products is best suited not only to their budgets but also to their particular needs. Ironically in many instances, online shoppers are unable to locate the things which they are looking for. They may find the navigation on your website to be complicated. They may have questions regarding payments, registration, delivery, checkout procedures or they may simply require more information relating to a specific product. For all of those things, a chatbot will always be the best answer and the best solution.
Remember though, that many organizations are hostage to card fraud issues when outsourcing. Well, we sought to eliminate that by increasing our R&D spend on payment processing that works without human intervention.
Conclusion
Chatbots have, in a relatively short time since they have been introduced, provided businesses and corporations with tremendous benefits. They have increased productivity and have reduced unnecessary overheads, cut taxes and carbon emissions, clamped down on card fraud mafias that infiltrated call centers – and freed up humans to do the jobs they love more. They have made businesses more efficient and they have drastically improved customer service. It goes beyond business: a hospital, police station, The evidence speaks for itself, chatbots is something which businesses can no longer afford to do without.
Suggested reading: Follow weekly news by Avi Ben Ezra or access Research released by Avi Ben Ezra.
Youtube video – A vision of the future, by SnatchBot:
Business
How Technology Drives Value Creation in Private Equity
How technology drives value creation in private equity is now one of the most actively debated topics among institutional investors and fund managers. A decade ago, technology was largely a cost center in PE-backed companies. Today it sits at the center of margin improvement, revenue growth, and exit multiple expansion. Firms that figured this out early are generating better returns with less reliance on financial engineering.
The shift happened for a practical reason. As interest rates rose and deal multiples compressed, financial leverage stopped doing the heavy lifting. Operational improvement became the primary value creation lever. Technology accelerated what was possible within the ownership period.
How Technology Drives Value Creation in Private Equity Operations
Operational improvement through technology produces the most measurable results. PE firms apply technology tools to reduce costs, increase throughput, and improve decision-making speed inside their companies.
Digital Process Automation in PE-Backed Companies
Manual processes in back-office and production functions carry real costs. They consume labor, generate errors, and slow down the information flow that management teams depend on. Automation tools eliminate these costs without requiring headcount reductions that disrupt company culture.
The most impactful automation deployments in PE-backed operations include:
- Accounts payable and receivable automation that compresses billing cycles and reduces days sales outstanding
- Production scheduling software that reduces downtime and improves throughput in manufacturing environments
- Inventory management systems that cut carrying costs by aligning purchasing with real-time demand signals
- Quality control automation that reduces defect rates and warranty claims in product-based businesses
ZCG Consulting (“ZCGC”) works with companies across industrials, manufacturing, packaging, and consumer products to identify and implement automation programs tied to specific financial outcomes. The approach connects technology investment to measurable margin improvement rather than treating automation as a general upgrade.
Data Infrastructure as a Value Creation Tool
Many PE-backed companies arrive under new ownership with fragmented data systems. Different departments use different tools. Reporting requires manual consolidation. Leadership makes decisions with incomplete information.
Fixing that infrastructure creates immediate value. Integrated data systems give management teams real-time visibility into revenue, cost, and operational performance. That visibility accelerates decisions and surfaces problems before they become material.
James Zenni, founder and CEO of ZCG with over 30 years of capital markets experience, has consistently emphasized that information quality drives investment performance. That view shapes how ZCG approaches technology investment across the companies in its portfolio.
Technology Drives Value Creation in Private Equity Through Revenue Growth
Cost reduction gets most of the attention in PE operational improvement, but technology also drives revenue growth. The mechanisms are different, and they compound differently over a hold period.
E-Commerce and Digital Customer Acquisition
Companies that sell primarily through traditional channels often leave significant revenue on the table. Adding e-commerce capabilities or investing in digital customer acquisition expands the addressable market without proportional cost increases.
PE firms that invest in digital revenue channels generate higher growth rates during the hold period. That growth rate difference translates directly into exit multiple expansion.
Revenue growth technology applications in PE-backed companies include:
- E-commerce platform buildouts that open direct-to-consumer channels alongside existing wholesale relationships
- Customer relationship management systems that improve retention and increase repeat purchase rates
- Digital marketing infrastructure that lowers customer acquisition costs through better targeting and attribution
- Pricing optimization tools that identify margin improvement opportunities without volume loss
Technology-Enabled Customer Experience Improvements
Customer retention is cheaper than customer acquisition. Technology investments in customer experience, service speed, and product quality consistency reduce churn. Lower churn produces more predictable revenue. More predictable revenue supports higher exit valuations.
ZCG deploys Haptiq Technologies and Solutions, its 300-plus-person technology division, to support digital transformation across its companies. The platform was founded 20 years ago and manages approximately $8 billion in AUM. It brings implementation resources that most individual companies cannot afford to build internally. That capability gives ZCG’s companies faster access to technology improvements at lower execution risk.
Building Technology Capability Within PE-Backed Companies
Technology investment during the hold period creates value in two ways. It improves financial performance during ownership. It also makes the business more attractive to the next buyer.
Strategic buyers and later-stage PE funds pay premium multiples for companies with modern technology infrastructure. A business with integrated systems, clean data, and digital revenue channels commands a better price. A comparable business running on legacy platforms does not.
The ZCG Team structures technology investment as part of the initial value creation plan for each company. Priorities get set at entry based on the gap between current capability and acquirer expectations.
This pre-sale positioning approach changes how technology investment gets funded and sequenced during the hold period. Projects that improve financial performance and exit readiness simultaneously get prioritized. Projects with long payback periods that do not improve the sale narrative get deferred.
How technology drives value creation in private equity is ultimately about execution discipline. The tools matter less than the clarity of the financial objective each technology investment must achieve.
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