Category: OCR

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All about AI based Facematch & Liveliness Detection

As technology seems to be taking over the world, businesses rely heavily on Artificial Intelligence (AI), for almost every aspect of work. AI has seeped not only into your personal life, but also your professional life – from handling everyday tasks, aiding critical problem solving, onboarding customers seamlessly, and improving the overall customer experience.

With Kwik.ID’s Video KYC verification, onboarding customers is certainly made easy, but what makes it trustworthy are the Facematch and Liveliness tools that detect frauds, and prevent impersonation or identity theft of any sort. With the recent advances in AI and deep learning technology, face recognition accuracy has significantly increased.

Facematch and Liveliness are probably the most essential security features which ensure that the user is authentic and there is no foul play involved. High-speed and extremely accurate face recognition technology is based on convolutional neural networks of the latest architecture and most progressive methods of training. The algorithm is based on the neural network and a machine learning approach, unlike “traditional” algorithms based on mathematical model. While active 3D techniques detect movements like eye-blinking and facial movements, passive 3D uses internal algorithms to detect frauds, together making spoofing difficult for the user.

Facematch and Liveliness tools have been pathbreaking innovations in recent times, that facilitate easy and hassle-free business no matter where you or your customers are.

It is no surprise then that so many industries and sectors choose a Video KYC process over a traditional KYC, to ensure that their onboarding process is 100% secure and smooth.

Apart from just adopting Video KYC, here are some industries/sectors that have begun transforming with these tools:

  • Banking: For the banking sector, customer security and fraud prevention is of utmost importance. Facial recognition allows users to log in securely from the mobile banking apps.
  • Finance and Fintech: Financial institutions opt for facial recognition and liveliness tools for instant loans or users making regular payments.
  • Hospitality: Facial recognition is a preferred choice for verifying and authorising guests, especially at check-in.
  • Marketing: The Facematch algorithm helps you analyse your customers’ gender and age and allows you to evaluate your marketing strategy.
  • Trading platforms and exchanges: Facematch and liveness tools can be integrated into the platforms for distant account registration and verification of the account owner.

Other similar fields that choose Kwik.ID’s video KYC for its automated AI tools include insurance companies, brokerages, e-wallets, and NBFCs too.

At Kwik.ID, your data security and privacy have always been our top priority, therefore adopting these AI-powered tools for our instant Video KYC process was a pre-requisite.

The biggest benefit to you is making sure you aren’t being spoofed by a potential customer. But there are so many more benefits too:

  • Aids organisations in speedy KYC / authentication process
  • Authentication methods are efficient and highly accurate
  • Saves time and resources
  • Convenient and cost-effective
  • Determines real user presence during any type of financial transactions
  • Prevents duplicate ids and multiple account registrations for the same user

All of these features make Kwik.ID’s Video KYC a promising tool, which when integrated with your business platform, seamlessly differentiates between actual customers and fake ones. Also with Kwik.ID you will be able to enjoy Video KYC at low bandwith.

So far, after conducting over 50,000+ sessions, and achieving a success rate of over 85% on Video KYC sessions, our biggest learning has been that AI-powered tools have been a major success factor to build trust among KwikID’s clientele, helping us help you.

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How to Achieve a Video KYC Completion Rate of Over 85%?

The world’s going digital with Video KYC verification to onboard customers instantly, and so are you, because you want what’s best for your business. But just as you’re closing the deal with a potential customer you lose connectivity and, in the bargain, lose your customer, too. That’s something you don’t have to worry about if you opt for Kwik.ID as your Video KYC solution providers.

Low bandwidth is just one of the many reasons why your business may not achieve its desired VKYC completion rate. Other factors include:

  • Customers being ill-prepared with insufficient documents before the Video KYC session.
  • Low lighting, which prevents the potential customer from being clearly detected by our Face Recognition Tool.
  • Customers not being tech-savvy enough.

There’s more to the list, but with Kwik.ID’s Video KYC solution one can be sure these hiccups don’t persist, and you achieve a completion rate of over 85% while onboarding customers in just 3 minutes. Every obstacle that lowers your completion rate is eliminated with our tools. 

  • Pre-session Guidance: Our tutorials make it easy for your customers to grasp the process better and stay prepared, well in advance, with the necessary official verification documents.
  • Low Bandwidth Support: One of the primary reasons for a poor Video KYC completion rate is low bandwidth, but with Kwik.ID you will enjoy all the benefits of Video KYC at low bandwith. In case the agent or the customer is located in an erratic network area, this feature will keep the session moving. Our minimum bandwidth requirement is also as low as 176 kbps. 
  • HD Quality: Our Facematch and Liveliness Tools are designed to adjust to low bandwidth, so no matter how poor the internet connection is, the data detected and captured is always HD quality.
  • Lighting Alert: Poor lighting is another major concern that leads to a drop in the completion rate. Before the session begins, our Light Detection tool studies the lighting around you and the customer and notifies you to move to a well-lit area so that the session can be swift and smooth. 
  • Inclusive Platform: At Kwik.ID, we push the envelope and endeavour to create an inclusive platform. To eliminate any language barrier and/or technical issues our Video KYC platform provides visual cues and assertive measures to guide with the process, so as to make it quick and intuitive. Our textual chat option also eliminates any linguistic issues that the agent or customer might face.
  • Tech Support: Customers who aren’t tech-savvy might shy away midway through a session, leading to a drop in the completion rate. To overcome this, our assisted Video KYC allows the customer to screen-share with the agent, requesting guidance for complex processes like Aadhaar XML Generation. 
  • Third-Party Elimination: Kwik.ID Video KYC’s straightforward interface connects the potential customer to an assigned agent with a quick click of a link, unlike many others that necessitate the need for an external app to carry out the session. You don’t need an app at all to do the Video KYC using Kwik.ID.

Apart from ensuring that your business can #KeepMoving with a high completion rate of VKYC sessions, some of our other advantages are:

  • Being 100% RBI Compliant.
  • Easy to integrate.
  • 100% Data Privacy.
  • Fraud Prevention.
  • Supports Chrome, Safari, Android, iOS.

So far our customers have achieved a completion rate of over 85% on Kwik.ID’s Video KYC sessions and apart from all the above elements that aid this success, our AI predictive technology is yet another factor that plays an important role in predicting a Video KYC completion. Using data like the customer’s location, psychographic, mobile carrier network, and more, the software predicts whether a VKYC session is going to be completed successfully or not. 

At Kwik.ID our business is to get your business moving. With an array of features and advantages, Kwik.ID promises to ease out your VKYC sessions, so you can onboard customer in just 3 minutes and conduct business, stress-free. 

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Minimizing fraud with Video KYC

Financial institutions are mandated by law to carry out KYC to meet strict regulatory guidelines. It not only allows them to understand who their customer is but also functions as a pre-emptive safeguard against any potential illegal transactions.

While carrying out stringent KYC is quite a meticulous process, it is being remedied through the use of Adaptive AI. Wherein technology implements the necessary KYC processes and also incorporates learnings gained by observing the behavior of customers to differentiate between legitimate behavior patterns and suspicious ones.

By automating the KYC process, Video KYC securely verifies identities whilst detecting frauds and spoofing attempts on a real-time basis. This is done via the assimilation of a clear fraud decision-making framework coupled with robust data gathering and analysis. The different types of fraud checks during Video KYC verification are as follows:

Document Tampering: Kwik.ID’s AI based technology enables a quick face match between the selfie & photo on the identity document of the customer to check if the person submitting the documents matches the picture in them to avoid identity theft. Through its access to the central database, it also quickly verifies the legitimacy of the documents.

Further, an inbuilt feature in the video KYC solution checks if the official government ID provided has been tampered with. A risk score is generated to determine the legitimacy of the document. This ensures that the documents provided are the originals and not just a color photocopy.

Location Spoofing: Kwik.ID delivers very robust location intelligence to identify safe customers. At the beginning of Video based KYC identification, the live location (lat/long) of the customer through web browser/mobile is captured and in subsequent steps instant OCR of the POA document is done. Both the locations are fed into the distance algorithm and the address of POA is converted to lat/long. The distance between both location is calculated & if distance < 300 meters (configurable) then the current location gets tagged as HOME LOCATION.

Security Questions: A security question that needs to be answered by the customer undergoing the video KYC is included in this process to ensure that it is a live video session and not a pre-recorded one made by hackers.

All these features are integrated into Kwik.ID’s Video KYC solution to make it a comprehensive AI and data-driven decision-making platform.  This will serve as a valuable tool for FIs and other organizations to easily and seamlessly validate actual KYCs from fraudulent ones on a real-time basis.

To know more, reach out to us on info@getkwikid.com

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Physical KYC v/s Video KYC – Advantages & Limitations

KYC is essential to verify that the customers are who they claim to be and enables institutes to understand their customers better. This is vital for companies operating in the banking and financial sector that need to adhere to strict KYC and AML (Anti-Money Laundering) norms prescribed by regulatory authorities.

FIs also have to assure their customers that the sensitive personal data they are required to share to complete such procedures are in safe hands. While FIs need to ensure that the people signing up for their services are legitimate and not blacklisted or liable to commit illegal transactions, their clients need to know that their identity documents will not be misused.

Physical KYC requires customers to visit the company’s branch office to submit their identity documents and proof of address. While this is a very secure form of KYC, it is also very time consuming and inconvenient, especially for customers residing in towns where the company does not have a branch office.

Thus, a physical face-to-face KYC is not always a feasible option in a large country like India. So, companies need other alternatives to tap the vast market that exists in tier II and tier III cities and their suburbs.

Video KYC verification (approved method of KYC as per recent regulations) has emerged as a strong contender in recent times to resolve a myriad of KYC operational issues. It is a cost-effective and speedy way for organizations to ensure better customer experience while maintaining requisite process-adherence.

Unlike Digital KYC that still required a visit to the customer’s doorstep or nearest access point, video KYC makes the entire process digital. It not only provides companies remote access to potential customers but has also made the entire process paperless as there is no need for a wet signature. The videos and recordings taken during the KYC are encrypted to ensure data security.

Here are the overall advantages of Video KYC over Physical KYC:

Physical KYC Video KYC
INR 150+ per application INR 20-50 per application
8-10 applications per agent
per day 		100+ application per agent per day
Asynchronous identity check Real time identity verification
Delayed audit; error prone Concurrent audit
Outsourced vendor; data risk On premise; secure – RBI compliant
High training & operational cost Negligible; on-job prompts
Susceptible to customer, DSA, employee fraud Extremely potent against fraud

As a fast, regulatory compliant and secure KYC process, video KYC leaves everyone feeling a winner. The additional value generated through cost reduction makes it a must-have in the KYC paraphernalia. However, the only limiting factor of Video KYC is the heavy dependency on network bandwidth. But with the penetration of mobile handsets into every household, coupled with a minimum 4G data offered by telecom operators, this issue can be tackled smoothly.

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Alcohol e-commerce seems simple. But is it?

Why ID Verification is Key for Alcohol E-Sellers

The Indian government’s decision to permit the sale of liquor has come as a sweet relief to alcohol aficionados across the country, especially considering we are merely emerging from the shutting down of all liquor establishments which had led to an extra dry summer.

The liquor industry is hit hard this year; every year, March to June is the peak season for liquor sales, generating 40% of the year’s revenue [1] for the retailer, as well as the State. State excise duties on liquor is the second or third largest contributor of approximately 10-15% to the State’s Own Tax revenue[1]. As soon as the central government allowed the sale of liquor during the lockdown, the long queues outside each store, the stories of “very large” transactions, and a subsequent flouting of all social distancing norms bore testimony to the customer demand for liquor (as an essential item), along with the inherent risks associated with liquor sales. States were quick to roll back the permissions, while they figure out alternate mechanisms. Allowing home delivery of liquor – whether through online sales or through direct sale by liquor shops has emerged as a viable idea. Chhattisgarh and Punjab have already gone ahead and allowed specific partners to enable liquor sale online[2].

Selling liquor online is the perfect solution to ensure social distancing and other precautionary measures. This could help maintain social distancing norms while generating additional business for retail outlets. [2]

From where we see it – there are three huge risks of allowing liquor sales in the current scenario (especially online):

  • Social distancing – home delivery allows us to manage social distancing.
  • Health practices – Most restaurants and open businesses are actively talking about the norms they follow for best health practices – infrared thermometers, cleanliness, use of sanitizers, etc. Liquor businesses are not known to follow these.
  • Identity risk – Alcohol cannot be sold to under-age customers. And neither can (or should) it be sold above certain volumes.

With KwikID, at least the identity assessment and risk can be managed. Right from age-restriction checks, geo-fencing, address verification, VCIP Digital KYC solutions – KwikID has been designed for Regulated Entities, and has adapted itself to similar and simpler customer onboarding.

Using inbuilt functionalities like OCR, face match & real-time verification/authentication of government-issued documents, Kwik.ID enables the customer verification journey to be completed within a minute.

The age verification can be completed with just 2 simple steps:

  • Take a selfie
  • Provide valid government-issued ID proof like Aadhar, PAN, Driver’s license, Voter ID or Passport

Enabling alcohol sales through technology is a great idea. It helps keep these liquor shops viable, their staff employed, people happy, and state funds flowing. For delivery apps, liquor as a category increases the average order value and generates higher customer retention. Using smart Digital KYC partners like Kwik.ID can curtail the risk of delivery to underage customers, ease the verification process for retailers, reduce the task of delivery agents at the doorstep of the customer & enhance customer experience thereby creating a win-win situation for retailers, delivery apps and customers.

 To know more about Kwik.ID’s seamless e-KYC solution, please write to info@getkwikid.com.

[1] https://indianexpress.com/article/explained/explained-why-states-are-so-keen-about-excise-duty-on-liquor-6393643/

[2]https://www.deccanherald.com/business/coronavirus-lockdown-30-liquor-industry-demands-govt-to-allow-online-sale-home-delivery-of-booze-833485.html

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Optical Character Recognition: Revolutionizing the Know-Your-Customer Process

Traditional KYC procedures are infamously labour-intensive. They generally involve making a trip to a branch office and manually filling out forms that are time-consuming, costly, and limited to office hours.

Customers today expect instant gratification and will accept nothing less than real-time digital services round the clock. With digital competitors lurking around every corner to entice dissatisfied customers, it is imperative that companies don’t appear to be creating unnecessary hurdles whilst adhering to regulatory guidelines. This, coupled with the physical challenges of conducting business-as-usual during a global lockdown, creates more room for innovation than we’ve ever witnessed before.

Innovation in Isolation

Optical Character Recognition (OCR) is a technology that recognizes text within a digital image and is used to convert virtually any kind of images containing text into machine-readable data. Prior to OCR technology, the only way to digitize printed paper documents was to re-type the text manually. This was not only time consuming but also increased the possibilities of human error.

While OCR is commonly used to recognize text in scanned documents, its technology is also used in data entry automation, indexing documents for search engines, automatic number plate recognition, as well as assisting the blind and visually impaired. It has been exceedingly useful in transforming historic newspapers and texts into searchable formats by digitizing them.

Optimizations through Machine Learning

A few common problems encountered by OCR over the years, such as blurs, glares, incorrect image capture are now being tackled by the use of Machine Learning. Obviously, conversion accuracy is important, and most OCR software delivers 98% to 99% accuracy.[1]

OCR solution by Kwik.ID:

The OCR solution offered by Kwik ID enables instant verification of OVD’s like Aadhaar, PAN, VoterID, Passport, and Driver’s License. It makes it easier to detect frauds through signature matching tools and leverages ML to spot problematic information. Furthermore, Kwik.ID also promises its customers of Video KYC at low bandwith with its collection of the Best Video KYC tools.

We have built a state of the art OCR engine that extracts meaningful information from the image of an identity card using the following module

  • Rotation and cropping of Image
  • Raw text detection from natural image
  • Extraction of meaningful data from Raw text
  1. Rotation and cropping of Image

For the text detection module to work properly, it’s essential to remove the background noise and make the ID card image horizontal with 0 degrees. However, since the image of the ID card is provided by an end-user, it may contain a lot of background noise & can be at any angle. This module helps in the perfect alignment of the image & removal of the background noises.

Raw image
Output after processing

2. Raw text detection from natural image

Once the card image is cropped and rotated, it is provided to the ML engine that detects text in the image. These detected texts are then extracted from the image along with their corresponding coordinates.

3. Extraction of meaningful data

In the final step, we extract meaningful information from the detected text in step two. However, just detecting raw text is not enough. We need to identify which text represents which information. For example, if two names are detected in an image, which one is the father’s name, and which one is the card holder’s name should be segregated. 

Here the coordinates extracted with each text play the role. Based on different types of cards, the extraction engine contains different templates for each type of ID card to identify the position of details.

While not a new technology, OCR has been fine-tuned via AI & ML making it an indispensable tool for quicker customer onboarding and thereby ensuring smoother Video KYC verification.

To know more about Kwik.ID’s seamless e-KYC solution, please write to info@getkwikid.com.

[1] https://tdwi.org/articles/2018/03/05/diq-all-how-accurate-is-your-data.aspx