Artificial Intelligence Archive | Dastani Consulting https://dastani.de/en/tag/artificial-intelligence-en/ The Predictive Analytics Company Thu, 13 May 2021 12:51:48 +0000 de hourly 1 https://wordpress.org/?v=6.9.3 Deploying freed-up resources in sales https://dastani.de/deploying-freed-up-resources-in-sales/ Thu, 13 May 2021 12:48:57 +0000 https://dastani.de/?p=4042 In this video, you will learn more about how to deal with freed-up sales resources after using our developed Visit Value Prediction. According to our CEO, Dr. Parsis Dastani, acquisition...

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In this video, you will learn more about how to deal with freed-up sales resources after using our developed Visit Value Prediction. According to our CEO, Dr. Parsis Dastani, acquisition is considered the supreme discipline and serves as the biggest lever to generate growth in the company.

Our numerous case studies illustrate the success of these measures. If you have any further questions, please visit our social media channels (XingLinkedin, Instagram) call us at +49 (0)641 984 46 – 0.

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One step ahead – insights from the test phase of our VVP https://dastani.de/one-step-ahead-insights-from-the-test-phase-of-our-vvp/ Thu, 29 Apr 2021 11:49:42 +0000 https://dastani.de/?p=4033 Our Visit Value Prediction (VVP), developed in the Corona Crisis, is able to forecast sales success in real time – drawing on historical transactions, all customer data and external data....

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Our Visit Value Prediction (VVP), developed in the Corona Crisis, is able to forecast sales success in real time – drawing on historical transactions, all customer data and external data. In this article, you can learn more about the final testing phase of our intelligent forecasting tool for optimizing sales tour planning.

„40% of sales resources realize 95% of sales“ – this statement simulates the results of a total of five of our clients. The consequence of this is that for many companies, profit is theoretically possible by reducing sales resources and thus reducing costs in sales. At the same time, there is also the option of doubling profits by increasing sales.

Experiences and findings from the test phase of our VVP
We have already tested our newly generated forecast with two of our clients – with the other clients we are currently in the test planning phase. In total, we included ten sales representatives in our first test. Normally, sales organizations obtain their visit contacts and rhythms from contact planning software, which tells them which customers should be contacted or visited in which calendar week. For this reason, this software counts as the heart of sales allocation. It is responsible for controlling the sales costs per customer, and for our clients the share of sales costs in the turnover is on average 15-20%.

We at Dastani Consulting manually intervene in the contact planning software of our clients. Our forecast gives insight into which customer should be visited, when and how intensively, and which customer is not worth visiting.

Often we humans are inclined to be critical of new circumstances – especially when we want to avoid mistakes in important decision-making processes. This also explains the initial critical thinking of our clients. For this reason, our clients only followed about half of our delivered Visit Value Prediction suggestions. In total, the sales representatives approached 50% of their sales contacts on their own initiative, and took the other 50% of the contacts from our prediction.

„Sales eight to ten times higher“
Through this approach, we were able to determine that the turnover of our clients in the contacts specified by us was eight to ten times as high as in contacts that the sales employees approached on their own initiative. Thus, we were able to illustrate that the sales addresses we specified led to considerably more sales. This tendency is evident in almost all of the ten sales representatives tested.

The next step will be the implementation and enhancement of our intelligent forecasting mechanism into the tour planning software of our clients. We would like to present this to you in our next article.

Our numerous case studies illustrate the success of these measures. If you have any further questions, please visit our social media channels (XingLinkedin, Instagram) call us at +49 (0)641 984 46 – 0.

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Potential for improvement in contact management https://dastani.de/potential-for-improvement-in-contact-management/ Wed, 28 Apr 2021 13:31:35 +0000 https://dastani.de/?p=4017 In this video, you will learn more about optimizing contact management in large sales organizations. According to our CEO, Dr. Parsis Dastani, there is significant room for improvement in this...

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In this video, you will learn more about optimizing contact management in large sales organizations. According to our CEO, Dr. Parsis Dastani, there is significant room for improvement in this area. He describes his very interesting approach and adds amazing results with continuing trend.

Our numerous case studies illustrate the success of these measures. If you have any further questions, please visit our social media channels (XingLinkedin, Instagram) call us at +49 (0)641 984 46 – 0.

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Cost pressure from Corona: Deployment of sales resources https://dastani.de/cost-pressure-from-corona-deployment-of-sales-resources/ Tue, 20 Apr 2021 21:06:54 +0000 https://dastani.de/?p=3998 The spread of the coronavirus is hitting companies with varying degrees of severity. Many industries are experiencing major sales slumps, and more than a few companies fear for their future....

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The spread of the coronavirus is hitting companies with varying degrees of severity. Many industries are experiencing major sales slumps, and more than a few companies fear for their future. To stabilize earnings and liquidity, it is essential to cut costs and deploy sales resources efficiently.

Cost pressure from Corona
Due to the ongoing Corona crisis, many companies are being forced to make savings. A great deal of attention is being paid to personnel and sales costs. But what can companies do now to save on personnel costs in sales and increase sales?

Forecasting the effect of sales activities
Dastani Consulting’s newly generated Visit Value Prediction remedies the situation and provides the answer. „Through Corona, we noticed that the sales figures were very good, even though the sales department could not work as in the past. In the wake of this, we developed our new product – Visit Value Prediction „, says Dr. Parsis Dastani (CEO – Dastani Consulting). Visit Value Prediction predicts whether a customer should be contacted, what impact can be expected in sales and what revenue can be realized with the customer. Dastani Consulting GmbH has already tested Visit Value Prediction on five client companies, client-specific and separately. In total, more than 6000 sales employees, about 3-4 million customer addresses and several billions of transactions were included in the methodology.

Astonishing results from our clients
The results obtained were indeed astonishing: although all five clients were from different industries, all results were comparable. It did not matter whether the respective sales organization employed 100 or 5000 sales representatives – they all recorded the same sales performance. Furthermore, the Visit Value Prediction results revealed that for all five of our clients, only 40% of sales performance was responsible for 95% of revenue.

As an example, if a company documents a return on sales of 8% and sales costs in the amount of 18%, its status quo – its current sales – can be realized with only 50% of sales resources using the methodology developed by Dastani Consulting. In other words, using 100% of sales resources can actually double the company’s profit.

„Half of the contact addresses are uneconomical“.
Dr. Parsis Dastani takes stock and looks ahead: „The contacts for which we made a positive forecast performed significantly better than the addresses we rated as poor. We classify about 50% of the contact addresses as non-profitable. The Visit Value Prediction we generate creates both freedom and more efficient use of sales resources for companies – which will be more important than ever, especially in the current period and even after the crisis, to combat high cost pressures and sales slumps.“

Our numerous case studies illustrate the success of these measures. If you have any further questions, please visit our social media channels (XingLinkedin, Instagram) call us at +49 (0)641 984 46 – 0.

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Visit Value Prediction: The use of AI in Sales https://dastani.de/visit-value-prediction-the-use-of-ai-in-sales/ Tue, 20 Apr 2021 09:27:23 +0000 https://dastani.de/?p=3981 In this video, our CEO, Dr. Parsis Dastani, talks about his new product: Visit Value Prediction. It predicts whether a sales contact is actually useful and what revenue it will...

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In this video, our CEO, Dr. Parsis Dastani, talks about his new product: Visit Value Prediction. It predicts whether a sales contact is actually useful and what revenue it will generate.
Dr. Parsis Dastani reports an astonishing result: 40% of the sales activities realize 95% of the revenue – or, if 100% of the sales resource is used, the revenue can be almost doubled. Accordingly, the expensive resource „sales“ is able to double its performance with the help of artificial intelligence, transaction data and suitable methodology. The freed-up sales resources can then be used for reactivation and acquisition.

Our numerous case studies illustrate the success of these measures. If you have any further questions, please visit our social media channels (XingLinkedin, Instagram) call us at +49 (0)641 984 46 – 0.

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Consistent acquisition of new customers https://dastani.de/consistent-acquistion-of-new-customers/ Thu, 08 Apr 2021 14:22:45 +0000 https://dastani.de/?p=3970 Supply and demand have collapsed massively in numerous B2B industries. Since the Corona pandemic, „retail“ is not the same as „retail“ and even in wholesale there are areas that are...

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Supply and demand have collapsed massively in numerous B2B industries. Since the Corona pandemic, „retail“ is not the same as „retail“ and even in wholesale there are areas that are extremely in demand and others are affected by high sales slumps.

Despite the dire situation that has now been with us for over a year, at its core, supply and demand still exist in many B2B sectors – it’s just that the channels that bring supply and demand together are currently blocked. Many dealer and manufacturer support points, as well as branches that B2B buyers would otherwise visit, are closed. Customer events, trade conferences and trade shows have been canceled or postponed for the long term. The field sales force was forced into „inside sales“ as personal contacts by the sales force had to be eliminated. The consequence: the most important mechanisms for new customers acquisition are at a standstill.

Avoid standstill – acquire new customers
Only the web remains for matching supply and demand. On the supply side, all companies that are still able to deliver and produce can take advantage of this fact. Exactly those companies benefit from the fact that on the demand side there are no spending freezes as well as companies with unchanged or even growing purchasing budgets. Accordingly, the selection and decision-making processes around these purchases are shifting much more to the digital world since the Corona pandemic. The goal of successful sales in times of Corona must therefore be to find suitable companies on the web that indicate a high purchasing affinity despite the pandemic.

Target Group Predict – general approach
For this purpose, Dastani Consulting has developed the predictive analytics tool Target Group Predict, which performs address matching between your existing customers and market addresses on the web. Over a billion buzzwords from over several million websites, 3 million industry listings and 2 million addresses are included in the process. Artificial intelligence (AI) helps at this point to automatically distinguish between relevant industry-specific and irrelevant website words, as well as industry and company size. In this way, a total of around 4 million companies (DACH) are evaluated in terms of their affinity to the company, sales potential and suitability for specific product areas.

Despite Corona for efficient acquisition in B2B
However, the „normal“ Target Group Predict – as it was already carried out before the Corona crisis – turns out to be difficult. It is not the customer structure per se, but the movement of the customer that is decisive in identifying his need in the current time. But what words on websites are currently causing companies to be deep in the crisis? Our intelligent predictive analytics software provides the answer for your company by searching the web for the exact new customers that fit your business and – despite the Corona pandemic – have high demand and revenue potential. With our tool for efficient new customer acquisition in B2B, you gain a comprehensive overview of the current market and have the opportunity to look ahead into the future in order to increase the success rate of your sales.

Our numerous case studies illustrate the success of these measures. If you have any further questions, please visit our social media channels (XingLinkedin, Instagram) call us at +49 (0)641 984 46 – 0.

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100 percent more growth in the portfolio https://dastani.de/100-percent-more-growth-in-the-portfolio/ Thu, 25 Mar 2021 14:55:15 +0000 https://dastani.de/?p=3963 Have you actually considered that the correct classification of your customers is the essential lever for increasing your company’s sales? In this article, you will learn why it is important...

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Have you actually considered that the correct classification of your customers is the essential lever for increasing your company’s sales? In this article, you will learn why it is important to take a look at the actual potential of your customers.

Many sales people often work according to the same principle: They often look after their „good“ customers too intensively, while other customers with high potential are ignored and fall by the wayside undetected. They often classify their customers on the basis of their own sales and subjective criteria. However, according to this classification, the company misses out on valuable growth potential in its inventory.

AI-based classification provides a remedy
By linking internal and external data (e.g., industry, employees, and website content) and specially developed AI methods, your customers can be evaluated according to their revenue potential. AI-based customer segmentation takes the clustering of your customer base into A, B or C customers. Then, it captures the C-segment customers that have the potential to become A or B customers. Based on this customer segmentation, high-potential customers are recommended to your sales staff for more intensive processing. This enables your sales staff to focus on reactivating and expanding customers who promise high objective sales potential.

Consequence: Sales growth
We at Dastani Consulting often find growth potentials within the customer base of more than 100%, which are distributed over only three to four percent of the address base. In order to capture the existing potential, your sales staff must successively target precisely these addresses. Accordingly, appropriate marketing campaigns can also be planned and executed.

Case study: Growth potential in the existing customer base
The following figure illustrates the customer distribution according to their actual turnover classes of one of our customers from the tool trade. Out of a total of 55,000 customer companies responsible for 112 million EUR of actual sales, approximately 900 customers with 48 million EUR and approximately 1,800 customers with 51 million EUR of growth potential can be uncovered from the inactive customer base. This case study underscores the relevance of viewing the actual sales potential in the existing customer base so that sales staff can successfully and efficiently address sales growth.

Actual sales - customer distribution

Our numerous case studies illustrate the success of these measures. If you have any further questions, please visit our social media channels (XingLinkedin, Instagram) call us at +49 (0)641 984 46 – 0.

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Sales optimization in B2B https://dastani.de/sales-optimization-in-b2b/ Fri, 19 Mar 2021 10:57:43 +0000 https://dastani.de/?p=3942 Do you know if your sales team is taking care of the right customers at the right time? Efficient management of the deployment of sales resources requires transparency in terms...

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Do you know if your sales team is taking care of the right customers at the right time? Efficient management of the deployment of sales resources requires transparency in terms of the customer universe and the overall market. It’s incredible the opportunities for sales optimization when potential data is available.

Sales per customer, sales per visit
To generate a basis for visit allocation, revenue per sales visit can be modeled using the Customer Value – and Visit Value – Prediction we developed. First, the general Customer Value is calculated for each customer in a two-step process. This allows the sales expectation for each customer to be viewed over a previously defined period of time. This Customer Value value is then linked to the Visit Value, the expected revenue per visit.

Visit forecast and potential forecast
Our potential forecast is a helpful supplement to the Visit Value Prediction. The combination of both forecast values enables you to allocate visit capacities efficiently, in a resource-saving and objective way. The following matrix shows a case study of one of our customers and maps a total of 24,000 sales visits. Here it can be seen that if the objective sales potential is high, resources should be invested in reactivating inactive customers and in acquisition and conquest. In contrast, when revenue potential is low, visit resources should be reallocated. In this case study, 5,000 customer visits are affected and should be handled via telesales rather than in person. This represents a total of about 20% of the total visit resources and illustrates the relevance of resource reallocation. If both the objective potential and the visit forecast ratio (VVP) are high, consideration should be given to increasing the visit frequency. By means of the various forecast values, this gives you the opportunity to better assess your customers and tailor their care to them in a goal-oriented manner.

Matrix Case Study

Finding the needle in the haystack
In numerous customer projects, we have found that companies often prioritize their customers according to historical sales. Accordingly, the focus of their sales staff is on the „good“ and active customers. However, this approach is not target-oriented, as the revenue potential of your customers cannot be fully exploited in this way and some customers are visited too frequently. This is where we apply our Customer Value – and Visit Value – Prediction in a target-oriented way for you, so that you increase the sales efficiency of your sales team and exploit the enormous potentials. Our tools ensure that you visit the right customers and effectively implement sales and marketing measures. You get an overview of the objective sales potential of your active and inactive customers as well as new customers. Using an additional top-down list, you can see which customer should be visited first by your sales team in the coming week. With the help of these key figures, you can finally find out where you need to focus your sales optimization efforts.

Our numerous case studies illustrate the success of these measures. If you have any further questions, please visit our social media channels (XingLinkedin, Instagram) call us at +49 (0)641 984 46 – 0.

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Potential-oriented segmentation https://dastani.de/potential-oriented-segmentation/ Fri, 26 Feb 2021 08:18:31 +0000 https://dastani.de/?p=3921 Many sales people often make the same mistake when dealing with their customer base: they evaluate their existing customers according to existing sales, but not according to their potential. However,...

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Many sales people often make the same mistake when dealing with their customer base: they evaluate their existing customers according to existing sales, but not according to their potential. However, it is important to also take a look at the customers‘ potential, because potential sales opportunities with a customer naturally do not correspond to their actual sales.

Optimizing sales allocation
AI-based segmentation is able to take into account the potential of customers. To do this, the entire customer base is clustered into A, B, and C customers. Then, the customers from the C segment that have the potential to become an A or B customer can be identified. According to this segmentation, these customers are suggested to the sales team for intensified processing. Conversely, the sales team also comes to the conclusion of which customers should no longer be closely managed. Using this AI-based methodology, sales resources can be optimally allocated and distributed according to their best opportunities.

Estimation of objective sales potential
Dastani Consulting’s intelligent potential forecasting develops a functional relationship between external data – such as number of employees, external sales, industry, trade show catalogs or customer website data – and a customer’s revenue. As a result, this AI-based methodology is able to estimate the objective revenue potential of each customer.

Growth of more than 100%
As a consequence, the sales department is pushed to those customer companies that are highly important for the company’s revenue growth. Often we at Dastani Consulting find relevant growth potentials within the customer base amounting to more than 100%, which is distributed over only three to four percent of the address base. Exactly these addresses can then be specifically addressed by the sales department in order to successively conquer the existing potential. Appropriate campaigns can also be planned and implemented accordingly.

The approach outlined here can also be carried out for individual product groups, as it is not only based on total sales. In this way, the system can also continue to identify important cross-selling potential within the existing customer base, which in turn can be exploited.

Our numerous case studies illustrate the success of these measures. If you have any further questions, please visit our social media channels (XingLinkedin, Instagram) call us at +49 (0)641 984 46 – 0.

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Optimizing the Customer Experience https://dastani.de/optimizing-the-customer-experience/ Mon, 15 Feb 2021 12:37:16 +0000 https://dastani.de/?p=3839 The Corona crisis is having a significant impact on consumer habits. Face-to-face contacts are limited and digital channels are moving strongly to the forefront of customer relationships and interactions. Digital...

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The Corona crisis is having a significant impact on consumer habits. Face-to-face contacts are limited and digital channels are moving strongly to the forefront of customer relationships and interactions.

Digital channels are crucial for a positive customer experience on the one hand and for the business success of companies on the other. The following measures are available for redesigning and optimizing the customer experience in order to precisely meet the needs of customers and provide them with the best possible service and shopping experience:

1. Compulsion to digitize due to changing customer behavior:

The pandemic has seriously changed the world of life. Stationary retail has shifted toward online retail. As a result, digitized offerings have become essential for businesses so that they can align with their customers. To create an on-demand and intuitive customer experience across all channels, this „new normal“ has significantly accelerated customer-centric business transformation. Building digital channels is not only convenient for every customer, but also necessary.

2. Personalization as a requirement:

With the expanded customer base, companies are required to optimize their customer experience strategy to generate relevant value for both customers and the company itself. A seamless and personalized customer experience along the entire customer journey is therefore of high importance. A customer must be offered products and services that he needs. This process is dynamic, depending on constantly changing parameters. For this, comprehensive analysis of data is indispensable.

3. Data-based and automated interactions:

Leading companies across industries collect and analyze data to gain relevant insights into customer behavior across all touchpoints. Once the company has developed a complete picture of customer behavior, the data can be used to target individual needs. This is where automation comes into play. Automation can increase targeted efficiency and streamline operations. The use of artificial intelligence is also being increased to identify customer concerns, especially in early interaction phases, to answer them and to trigger follow-up processes.

4. Modern technologies ensure a positive customer experience:

For business success, optimizing the customer journey through the intelligent use of data and automation is crucial to delivering a positive customer experience. This requires implementing a digital-first strategy that includes secure cloud-optimized solutions, artificial intelligence, automation, open APIs, analytics, and data management.

The design of the customer experience will be an important topic for companies in the coming months. The companies that have an eye on optimizing their customer experience and customer journey and do everything in their power to improve customer interactions will be well on their way in the New Normal. Because there will be no turning back in the future from the „transitional normal“ of the lockdown periods and the customer experiences learned during this time with many new digital approaches.

If you have any further questions, please visit our social media channels (XingLinkedin, Instagram) call us at +49 (0)641 984 46 – 0.

 

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