Give Your eCommerce Venture A Computer Vision Boost.

Ecommerce returns

E-commerce can be a tough gig, given rapidly evolving technologies,  changing consumer preferences, and a glut of choices. In this scenario, the most agile eCommerce companies are those that can adapt artificial intelligence (AI) driven technologies to automating back-end processes and freeing up human capital to discover more innovative ways to grow their business. 

Computer Vision is one such technology. 

What is a Computer Vision system?

A Computer Vision system is defined as one that “acquires, processes, and analyzes real-world images in order to produce numerical or symbolic information, often in the form of a decision.” Although there are building blocks common to all Computer Vision algorithms, as the applications evolve, each requires a specialized adaptation that enhances its capabilities.

Historically speaking, Computer Vision has been around for the last few decades. Lately, the commercial potential of Computer Vision has come to the fore, with applications in fields ranging from consumer-oriented (eCommerce, retail, medical, entertainment) to manufacturing (automotive, industrial) as well as security and surveillance. 

The forecast for the Computer Vision market is highly upbeat. It was valued at USD 13.75 billion around 2019 and is projected to reach USD 24.03 billion by 2027, growing at a CAGR of 7.8% between 2020 to 2027.

AI applications in retail
The applications of AI in retail and eCommerce are many and varied:

AI in Strategy

  • Intelligent demand forecasting
  • Intelligent pricing 
  • Competitor price monitoring

AI in customer-driven business development

  • Customer segmentation
  • Customer churn prediction
  • Personalized product recommendation
  • Predicting lifetime customer value
  • Automated content generation

How Computer Vision AI application drives eCommerce

  • Product image analysis
  • Digital asset management

eCommerce sites are nothing without their repertoire of product images. Managing said images  as part of the inventory as well as is a major task for an eCommerce site, especially when images run into the hundreds and thousands. Computer Vision makes it easier by facilitating the following actions:

  1. Ensuring high quality and fidelity of images. 

It is necessary for eCommerce sites to display product images that are optimized for the internet. Computer Vision scans upload images of the requisite high quality. Similarly, for aggregator or marketplace websites, it makes it easy for the administrators to ensure that their merchants upload visuals that meet the website standard for dimensions, pixel values, and watermarks (or lack thereof). Computer vision also ensures hygiene and optimizes storage space by identifying and eliminating duplicate images. 

  1. Automatic product categorization

This falls under the object detection feature of Computer Vision. Previously, when products were uploaded on the eCommerce website, it was necessary to sort them manually into their categories, such as T-shirts, mugs, clothing etc. Now, with object detection capabilities, this classification process can be automated.

Computer Vision also ensures that the right  image is lined up with the right description. Multilabel classification is enormously helpful when SKUs correctly fit several categories. 

Multilabel classification enables the system to extract attributes and use them to assign product images according to more than one category or class.

  1. Flagging inappropriate images

This is a highly useful safety feature of Computer Vision. It ensures that objectionable or explicit content is flagged and removed from the website before anyone spots it. In addition, images with copyright issues can be detected and moderated before the issue blows up out of proportion. 

  1. Establishing website credibility by detecting fake brands

Computer Vision makes it possible for the machine to scan and identify brand logos on a product image, and link it to the right company. This feature is useful for large marketplaces such as Amazon to pick out sellers that happen to be uploading their product pictures under a separate and fake brand name. In eCommerce, the smallest discrepancy or cause for doubt can lead to cart abandonment and the customer never coming back. Computer Vision helps you offset this eventuality. 

  1. Lining up personalized product recommendations for the customer

eCommerce websites nowadays have a personalized product recommendation line up for every customer, based on their previous purchases and browsing history. Computer Vision can scan the images even a random visitor is browsing, and identify what kind of product might be of interest to them. This capability has enormous potential not just in online retail goods but also in real estate. 

This feature is based on the “image similarity” detection capability, used by platforms like Pinterest to help customers find product images similar to the ones they like or have seen on social media. This allows the algorithm to detect how similar or dissimilar two images are. An image similarity model will compare two images and score them between the numbers 0 and 1. For example, completely identical images will be rated 0, and dissimilar images will score closer to 1. The closest selection will be presented to the customer or person browsing for products.

Return management
  1. Processing returns more efficiently

Returns management continues to be a major issue with eCommerce. It is difficult for retailers to keep track of every item ever returned, scan it for damages, and assign it to the correct bin post return or replacement.

Computer vision, however, can help detect errors much faster and with far fewer mistakes than the human eye. Saara’s computer vision system, for example, is able to highlight defects in returned goods and then communicate with the Saara supply chain system to mark a product as defective so it does not make its way into the inventory again.

In Conclusion

Computer vision to process orders and returns at scale is the future of eCommerce, and in a post-pandemic world, also allows more orders to be processed without human intervention.

Looking to adopt Computer Vision and other AI capabilities, platforms and tools to optimize your eCommerce potential? Talk to us at for a solution that is just right for your eCommerce business. The payoff is sure to be big in terms of credibility as well as return customers, and enhanced customer lifetime value. provides end-to-end automation on your eCommerce returns process, apart from powerful, AI-powered supply chain automation capabilities. For a customized demo and to see how can help your eCommerce business grow better, please write to us at

Coronavirus impact on Supply Chains, And What You Can Do About It.


Crises of great magnitude, be it epidemics or natural disasters, have the potential to upend business as we know it. The ongoing coronavirus pandemic has dealt the most devastating blow to supply chains in the US and Europe in recent years. It also doesn’t help that the earliest hit was taken by China, the country where almost all supply chain processes originate.

Around the globe, companies that are dependent on China for their materials or parts are severely affected. China’s coronavirus crisis has damaged its position as a manufacturing hub for the world. It is likely to remain that way for several months. From iPhones to bridal wear, anything and everything manufactured in China for assemblage or sale around the world is impacted and supply will be erratic or nonexistent in the coming months.

According to Dun and Bradstreet, a commercial data and analytics company, there are around 22 million businesses (90% of all businesses currently active in China) within the coronavirus-struck regions. They estimate that this will impact at least 56,000 companies worldwide. 

Since the SARS epidemic hit in 2003, China’s GDP in the world context has steadily grown over fourfold; from 4.31% to 16%. The mortality rate and spread of COVID-19, the disease brought about by the coronavirus, is enormous and catastrophic compared to SARS. The damage to supply chains is similarly huge. 

In general, companies always maintain some reserve inventory on hand to tide them through the initial stages of a crisis, to keep about 15-30 days’ worth of supply going. Since the coronavirus hit around the Chinese New Year, a prime shopping period, it is possible that companies that upped those numbers have bought themselves some additional time. But beyond five weeks, a lack of materials or supply would make manufacturing grind to a halt. 


How can Automation and Artificial Intelligence help?


Automation and AI can help in getting businesses back up sooner. 
When implemented from the beginning and made part of the system, it can help in these critical areas:

It definitely helps to use automation to figure out where all of your stock is and how best to move it to the right warehouses and fulfillment centers.

The best way to do this, of course, is to use computer vision to estimate existing stock across your warehouses. This can significantly speed up the process of auditing stock at a time when any delay can cost you mightily.

On the other hand, they should know the risks of single-sourcing from China (dealing with only one vendor for a cost-benefit or to secure their supply), and always have backups. 

When scaling up operations to meet increased demand, it is imperative to provide workers at manufacturing units with adequate PPE (personal protective equipment) too.

That’s not all, though- risk comes also in the form of direct infections and the risk of spreading the virus through a large, enclosed space. At the same time, manually enforcing restrictions doesn’t always work. You can use a tool like Saara’s computer vision tool to help you understand which workers are following the laid procedures and who is flouting them, at scale. 

What are you doing to mitigate the crisis?

These are just a few ways of mitigating a crisis that is expected to role the economy for at least a year to come. How are you weathering the storm? Do you have any tips to share with fellow supply chain professionals? Tell us in the comments.

6 Ways To Get Rid Of Your Deadstock.

warehouse automation

When it comes to inventory management, deadstock belongs in the ninth circle of hell. Because of how much working capital it eats up, deadstock can even be fatal to a growing business.

However, deadstock is retail’s best-kept secret and most apparel retailers assume that they will have about 40% dead stock at the end of every sales cycle. That’s almost half of their entire inventory!


What is Deadstock? 


To put it mildly, “Deadstock” is the part of your purchased inventory that Simply Won’t Sell. It is a source of anxiety and dread as it puts a block on your working capital. 

Deadstock is a problem that should be nipped in the bud. To do this successfully, you need efficient inventory management from day one. 

Stagnant, non-moving inventory puts incredible pressure on the business to stay afloat with limited cash flow. Whether you are a manufacturer or a retailer, it is through fast-moving inventory that you generate your working capital beyond the product or store launch stage. Therefore, you must have a foolproof inventory management system as well as the means to market your product. 

But first, you should know your stock management basics. 

All purchased stock falls into two categories:

  1. Cycle stock
  2. Safety stock. 

Cycle stock, as the name suggests, is the “rolling” part of the inventory. You stay on top of sales to estimate how much you need to have on hand between re-orders. 

Safety stock is your reserve stock- the stock you hold for times when sales might spike or vendor shipments get delayed.

Both categories have the potential to end up as deadstock. Safety stock more so, as not as much attention is likely to be given to it during stock reconciliation.


Why do so many retailers and manufacturers end up with dead stock?


Well, poor forecasting and demand planning is often the most common reason for ending up with deadstock. Here are a few ways by which that can happen:


1. Over purchasing:

Purchasing mistakes are a direct result of overestimating your demand or not understanding market needs. Sometimes retailers buy a lot of stock towards the tail end of a trend, and it ends up becoming nothing but a problem when the clientele moves on to the next trend.


2. Inefficient inventory management

Many retailers or manufacturers are yet to progress beyond the Excel spreadsheet method, unaware of or unwilling to invest in an automated inventory management system or software. They also tend to hold or move merchandise in silos, with every store having its separate inventory instead of a centralized warehouse. 

This results in over-ordering or stock duplication: an SKU gets ordered when a perfectly saleable one is sitting in a store nearby. Moreover, inventory management software is a great thing to have if you plan to take your business online. Multichannel or omnichannel selling can be a competent avenue to unload your dead stock by tapping into new audiences.


3. Inadequate marketing or not capitalizing on trends:

Buying stock is not enough, retailers must get the message out about what is up for grabs among their customers. Moreover, the sales personnel need to be well-trained and well-informed about all aspects of the product, and capable of motivating the customer to buy it.


4. Not having a system for filtering out and returning/replacing substandard merchandise:

Warehouses should have a well-lit, well-demarcated “receiving and sorting” area where they receive goods from the vendor. It should be equipped, and its personnel trained, to sort out defective or poor quality merchandise to be sent back ASAP and replaced. Not doing this as part of a process compromises stock quality over the long run, making it unsaleable.

All of the above add up to a mountain of deadstock that retailers feel pressured to move. This is where deadstock management comes in. 

Assuming the deed is done, how do you clear out your deadstock?

If you have a situation on your hands, deadstock management should be taken up on a priority. 

Here are 6 things you can do to manage Deadstock.


1.Invest in an automated inventory management system:

Money spent on an efficient, intuitive and streamlined inventory management system is never wasted. It will allow you to pool your stock in a single virtual location, giving you a dashboard view of buyer preferences, and where the deadstock lies. This can give you ideas for how you can reassign it for maximum saleability. The system can also send alerts about critically low stock, or be programmed to auto-generate purchase orders for fast-moving items.


2. Make returns and exchanges a part of your vendor agreement:

Apart from defective products that warrant immediate replacement, it would be helpful to have an agreement with your supplier wherein you can return stock that remains unsold beyond a certain time-point. Alternatively, you can keep certain products in your retail store on a “consignment” basis, wherein you reimburse your vendor only for goods sold, according to a pre-decided margin. 


3. Move deadstock around for maximum visibility and saleability:

The data provided by an inventory management system is highly useful in determining the geography/ demographics where certain SKUs are likely to sell. Moving dead stock to these locations maximizes its chances of selling. If you do not have your stores beyond a certain geography, consider rolling the stock into other channels: Online marketplaces, auctions and such. 


4. Up your forecasting game:

The better you get at forecasting, using tools and techniques developed for the purpose, the lesser your chances of ending up with more stock than you can sell. Plus, analyzing your purchase orders can help you streamline purchasing, and break out of old buying patterns. 


5. Make the customers an offer they can’t bypass:

Clearance sales, free shipping, creating a sense of urgency using countdowns on the website, or flags signaling “low stock” are all effective tactics that tempt the customer to make a purchase. 

6. Bundle similar-category products into attractive packages:

You can make “styling bundles” out of non-moving clothing, shoes, and accessories, for instance. Or say, Knife sets and chopping boards. This will add a layer of interest and appeal to the customer as a great bargain to be had.

6 Challenges faced in Inventory and how to fix these inventory problems.

inventory problem

Automation has taken every industry by storm. Automation means improving efficiency of work done by humans and difficult parts to be done by machines. It aims at increasing the accuracy, quality, and quantity of output along with cost-saving. Inventory Management is one area where there are problems of accuracy, speed and are needed to be solved. It is obvious that in order to thrive in this market scenario inventory managers have to keep updated with the latest innovations.

According to Infoholic research, ‘India Inventory Management Software” market is expected to grow at a CAGR of 14.5% during the forecast period 2017–2023.’

With the entry of leading global retail chains like Walmart and Ikea in the Indian e-commerce industry; there is an urgent need for Indian retail and e-tailing companies to innovate and increase their efficiency.

There has been a constant need for an efficient inventory management system to digitize the supply chain and keep track of all the goods. This led to the sudden boom of inventory management software companies. A lot of warehouses have been focusing on replacing their manual method of monitoring inventory with software.

Let’s take a step into understanding what is inventory and then taking a look at why is it so important to understand its challenges and next look at ways to fix them.

According to Investopedia (a website dedicated to investing and finance education) – “Inventory is the total goods available with a company ready to be sold in the market. They state that there are 3 types of inventory:- raw materials, work-in-progress, and finished goods.”

Now that we understand inventory it’s time to understand its importance.

  •  To make sure we have enough ready/raw/w.i.p. materials to meet market demands.
  •  To save costs by placing bulk orders.
  •  To protect the goods by storing them in a safe and suitable environment.
  • To have an entry of all transactions in the company accounts.
  • To be ready for any sudden PESTEL (Political, Economic, Social, Technological, Environmental and Legal) changes in the market.
  •  To save on the delivery charges.

Not only these, but inventories also have their role in obtaining financial assistance by being a substitute as a collateral to get loans from the banks and the market.

By now, we know that an inventory is a list of tangible goods that are needed to ensure the smooth and continuous functioning of any business.

Here is a simple excel sheet of a restaurant’s Inventory management.

We hope the term inventory is clear and so is its importance. We shall now start to understand the challenges faced in inventory management and look at ways to fix these problems.

Inventory constitutes a chief element of working capital so an efficient inventory management system is necessary to run any business efficiently and profitably. The success or failure of businesses depends on how well the inventory is managed. To understand that there are underlying challenge symptoms inventory problems should be identified.

Here are a few symptoms, faced by businesses with weak inventory management:

1. Higher inventory cost

2. Mishandling of goods leading to breakage and loss.

3. Mismatch of inward and outward entries.

4. Breaking of supply chain system because of the unavailability of stored goods.

5. Complaints from customers about delayed delivery, broken goods, wrong shipment, etc.

6. Reduction in Working capital.

These are a few symptoms that a businessman can look out for while running the business. Now we will discuss the challenges and solutions to arrest it. Efficient management and control of inventory not only solves the problem of liquidity but also increases the profitability of any organization.

A recent example of the downfall of an entire industry due to change in PESTAL factors (introduction of RERA) is the Real Estate sector and it has directly hit their inventory. Across India, there are over 12.76 lakh houses lying unsold in India’s top 30 cities and the demand doesn’t seem to increase.

Listed below are 6 common inventory problems along with the solutions:

1. Excess Inventory:

A large volume of inventory means a large amount of working capital stuck and less of the liquidity. 20-40% of working capital is tied up in inventories, if the forecasting is not done properly, while it is important to have adequate stock it is wise to analyze the sales data and market trends with the help of EOQ to order an optimized quantity of stock.

The solution: Inventory Management Software

Practical and easy to use inventory management systems is no longer a herculean task. Apart from managing all your data under one roof, they also offer valuable time-saving automation that can restructure business processes. A highly efficient Inventory Management Software is all you need to streamline all your inventory woes.

2. Error-prone and inaccurate data

Research shows that even a proficient data entry operator will make one error for every 300 characters and this inaccuracy can really add up. If your employees are still using an Excel sheet to record data, this manual work adds up to countless man-hours wasted over re-entering the details into a digitized system and must be stopped right now.

The solution: Automation

Automation will enable each item to be traced and tracked in every step of the transportation and transition process. Automation also helps to utilize the employee’s time for some other work.

In today’s world where automation is changing the way of operations in the industry, automated inventory is an essential factor to save time and money. Use a label-reading tool such as Saara which leverages machine learning to fetch data directly into your system using pictures, so that you don’t have to take extra time out to note down each and every product detail.

3. Hiring the inexperienced

Employees are the biggest intangible asset and inventory is the biggest tangible asset of the company. The relation between both is directly proportional to the profitability of the company. Hiring employees with inadequate experience of inventory management might prove fatal to your companies’ inventory management no matter how good your system is.

The solution: Hire Right People for Right Job

Hire the right people as your company’s money is invested in inventory. Professional inventory managers will do the job easy for you. Explain your goals to them and try to indulge them in every inventory activity.

Train them efficiently in inventory software so that they will perfectly do their job. You will see the change once they get better at their job.

4. Lack of Market Knowledge:

Frequent market research to know the sales trends, customer satisfaction, analyze sales reports, inventory turnover, complete sales targets should be in the DNA of the company. Failing to which the company will be unable to deliver the demands of the market.

The solution: Hire a Market Research Company or set up an RnD Team

If you have the budget to hire a research team who will do market research and forecast the trend so that the inventory can be made ready for the market. If not, there are enough and able Market Research companies who can do the job for you.

5. Auditing System:

Irrespective of using the best-automated inventory management system they may have a few errors such as pilferage, returns or exchanges that are not entered. Therefore, scheduling frequent stock audits is a must for all companies dealing with inventory.

The solution: Scheduled Audits

Make frequent audits for each section on a regular basis, while the automation is pretty close to the actual numbers; scheduled audits coupled with barcode scans are effective enough to keep the inventories in check.

6. Complex Supply Chain

Expansion in product portfolio might lead to an expansion in the supplier list and hence having multiple lead time, unaccountability of stocks

The Solution: Pre decided the lead time

Lead time (the amount of time it takes to fulfill an order) is crucial so pre deciding your vendors’ lead time will significantly help in reducing the chaos and help in anticipating other possible delays because of the roadblock, holidays, etc.


Thus, proper management of inventory is important to maintain the well-being of any organization. The efficient management of inventories will improve the profitability of the organization. To compete in the industry, you need to pay special attention to fixing inventory problems. If you are planning to start now, do some research beforehand so that you don’t end up in the loop of inventory mismanagement. Go with the trends, automation is the key if you want to survive now. It is advised to take help from the experts, as they will help you in inventory management solutions.

7 Reasons why you need to Automate Inventory Management.

Tracking and managing inventory is a crucial aspect for any e-commerce business. With that said, as a business owner, are you wasting your valuable time and resources on under-optimized processes and systems? Are you finding it hard to forecast your inventory needs accurately? Or facing difficulty in tracking inventory across different sales channels? When was the last time you did a delivery on time without any hassle?

How many times it has happened that someone places an order, and when you go about to process it, you find that you are actually out of stock. Ever happened to you? If yes, it means that you follow poor inventory management tactics where you don’t even have access to real-time stock counts. If you continue on this road, where you don’t adapt, you are anticipating your business’ failure.

We live in a day and age where the competition is fierce, and if you want to survive and build your business, you must adapt to the latest trends in your industry. As we talk about the latest, inventory automation has saved business owners from manually processing their inventory.
If you automate inventory, you are saving not only time but reducing the human intervention as well, which ultimately saves a lot of money and ensures that errors remain on the ground.
With that in mind, here are the top reasons why you should invest in automating your inventory management.


What is Inventory Management?


Inventory management is an element of supply chain management, which supervises the flow of materials or goods from the manufactures to the warehouses and from these spaces to the point of sale.

Globally, retailers recorded a staggering $1.75 trillion loss due to mismanaged inventory. Cost reduction is one of the major reasons why inventory management is crucial for business. From the point of view of the customer, efficient inventory management ensures better customer service with low shipping charges and fast delivery. Automation has helped a lot in this aspect.


7 Reasons Why You Need to Automate Inventory Management



1. Automating Inventory Management Saves Time:

A business is always searching for techniques to save time and reduce labour costs. If they automate inventory management, they can eliminate manual and labour-intensive processes. Through barcode scanning, the need for typing in product or box numbers for each item is completely eliminated. That is, once your products are scanned, your inventory is automatically updated whenever a product is sold or purchased. No manual work needed! This saves a lot of time.

2. It Keeps ‘Human Error’ at Bay:

Since the need for maintaining paper documents and spreadsheets is eliminated if you automate inventory management, clerical errors are reduced. Additionally, automated solutions help ascertain accurate operating cost, sales cost, and identify your worst and best-performing items easily. Just by using barcodes, a decrease in administration errors decreased by 41.4% at a medical centre.

3. Automating Ensures Accurate Inventory Level:

If you or your employee writes down every time an item is purchased or sold, the chances of committing errors increase. With automated inventory management, you can be sure about the accurate level of the stock present.
So, if a customer calls and asks if you have certain units of a product available, you just have to look at the screen to know how many units of that product you have in your inventory instead of counting them manually.

4. It allows you to Control the Cost:

Lack of right inventory at the right time can mean excess inventory, backorders, etc. If a product is stored for long in your warehouse or if an order is missed, your costs increase. Automated inventory management helps you to maintain records about which product is doing well and which one is sitting on the shelf. This way, you will not accrue losses from storing the wrong products for a longer period or miss out on orders of out-of-stock items.

5. Automating Inventory Management Improves the Quality of Delivery:

Almost 81% of customers experience the ‘out-of-stock’ condition in the last twelve months, which resulted in lost sales for retailers as well as disappointments for the customers. If you have sufficient stock all the time in your warehouse, you will be able to deliver the products on
time. This will improve your reputation as a business. For tracking, you must know when a vendor is shipping the inventory as well as when it will arrive.

6. With Automated Inventory, you can Make Easy Forecasting:

Automated inventory management software helps you enhance demand forecasting by evaluating data trends from stocks. So, before ordering new products, you will know how many units of the product you should order to meet the anticipated demand.

7. It allows you to Sync Stocks under Multiple Sales Channels:

If you are active on more than one eCommerce platform, an inventory management software will help you sync the stocks under varying sales channels. Your inventory on each platform will be updated automatically once the sale is made.

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 Tips for Effective Inventory Management:

  • Using barcode scanning – It is one of the most effective and cost-effective ways to maintain inventory using automation. You do not have to manually count the units in your inventory, and through barcode scanning, you can scan your products and your inventory gets updated automatically every time a product is bought or sold.
  • Integrating various platforms – If you sell online on several platforms like eBay and Amazon, an automated system will synchronize your inventory across various channels. You just have to link the product on several marketplaces, and as soon as a unit is sold, the stock for that product will update on its own.
  • Managing slow-moving items – When you automate inventory, keeping a check on how fast or slow an item is moving becomes easier. The longer an item sits on your shelf, the pricier it gets. So, avoid ordering that item in bulk.


For a business, automated inventory management using software has become extremely necessary. Almost 40% of small businesses do not track their inventory using software even now.

However, if you do not automate inventory management of your business, you may end up compromising on your profits. Without automated inventory management, you are prone to take more time while managing your inventory as well as making more errors while keeping track of all the inventory.