Tag: Collection calls

Skit.ai’s Augmented Voice Intelligence Platform takes a giant leap with Generative AI

Posted on by Harshad Bajpai

Skit.ai‘s Augmented Voice AI Platform is now powered by Generative AI. With the incorporation of Generative AI, we are taking a giant step forward in capabilities of our Conversational Voice AI solution. The conversations are about to become more natural, and the capability to handle complex conversations significantly better leading to better CX and more collection for collection agencies.

At Skit.ai, we embrace the future and prepare to go beyond it.

The Giant Leap in Capabilities of Skit.ai’s Augmented Voice Intelligence Platform with Generative AI

With the application of LLMs, we are seeing a big jump in the conversational capabilities of our solution:

  • Higher Conversational Accuracy: Significantly high conversational accuracy as LLMs are capable of understating conversational complexities with a profoundly superior understanding of context, sentence parsing, and response accuracy.
  • Better Handling Complex Conversations: Superior understanding of complex conversations that were earlier escalated to human agents. This would cut down the percentage of calls passed over to live agents drastically.
  • Out-of-scope Calls: As LLM-powered voice AI solutions can handle a wide array of questions and issues, its ability to handle out-of-scope calls is thus much more.
  • Better and more natural bot utterances.
  • Faster Voicebot Creation: Incorporating Generative AI give a big boost to the speed at which new voicebots can be created as the inherent complexity and effort involved in the design, and creation is a fraction of earlier effort.

Massive Performance Gains with Generative AI Springboard

Not resting with massive gains we are achieving with basic LLMs, we intent to take it a notch further up and outperform human collectors.

1. Going Beyond Human Agent Performance

An agents performance rests on two things: ability to communicate and technical skills. At Skit.ai, we see that with current LLMs, we can achieve superlative communication skills, and by training extensively with end-user data, we can achieve high degree of technical skills. Hence our solution can excel on both the fronts.

To share a rough estimate: the best performing agent finds success on 5% call (out of connected calls), while low performers convert ~2% of calls.

With generative AI, we take a big jump. From the current voicebot conversion capability of around 1-2%, we expect the performance to jump 3-4 folds. Beyond this, our Reinforcement Learning platform learns from outcomes to personalize the conversation to figure out the ideal strategies, learning from thousands of daily conversations.

2. Better, and More Natural Spoken Conversations

Generative AI with its unparalleled conversational capabilities needs to be complemented with equally capable speech synthesis and understanding systems that produces the right speech given the output from LLMs. And that is one of the major areas from the many below:

  • A more natural-sounding TTS voice
  • Conversational context handling prosody of generated audio
  • Full duplex and backchannels in speech conversations

Ultimately, we will be able to deliver the most engaging conversations that delight consumers by solving their problems better than human agents.

Business Outcomes of Incorporating Generative AI

Below are the major impact areas we will more the needle on:

  1. Higher Collection Rate, ~5%: It is a difficult number to quantify, but as the incorporation of Generative AI matures, we expect its collection capability to move beyond 5%, surpassing even the best of human agents.
  2. Lower Agent Dependency, reduction by 50-80%: As the voicebot will be able to handle more complex queries we expect 50-80% reduction in agent touch points.
  3. Higher Resolution Rate, ~100%: Better accuracy and better conversation with higher engagement will help us achieve a conversational resolution rate of close to 100%.
  4. Creating New Voicebots: The effort involved in creating a new voicebot will see a significant dip, as the complexity will be remarkably lower.
  5. Entering New Markets with Ease, 15X faster: Entering into new markets, training for new use cases and applications needing less effort and resources. We are estimating the process to be 15X faster.

The Way Ahead

Though the improvements in our Augmented Voice Intelligent Platform are visible and clear, we will further our efforts to achieve greater performance gains and stay ahead of the curve.

To learn more about how Voice AI can help support your human resources and scale their collection efforts with call automation, schedule a call with one of our experts or use the chat tool below.

An Unbiased Look into the Positive Side of Voice AI

Posted on by Harshad Bajpai

Artificial intelligence is experiencing exponential innovation. Generative AI, ChatGPT, DALL-E, Stable Diffusion, and other AI models have captured popular attention, but they have also raised serious questions about the issue of ethics in machine learning (ML).

AI can make several micro-decisions that impact such real-world macro-decisions as authorization for a bank loan or be accepted as a potential rental applicant. Because the consequences of AI can be far-reaching, its implementers must ensure that it works responsibly. While algorithmic models do not think like humans, humans can easily and even unintentionally introduce preferences (biases) into AI during development and updates.

Ethics and Bias in Voice AI

Voice AI shares the same core ethical concerns as AI in general, but because voice closely mimics human speech and experience, there is a higher potential for manipulation and misrepresentation. Also, people tend to trust things with a voice, including friendly interfaces like Alexa and Siri. 

Call automation for call centers and businesses is not a new concept. Unlike computerized auto dealers (pre-recorded voice messages) like Robocall, Skit.ai’s Voice AI solution is capable of intelligent conversations with a real consumer in real-time. In other words, Voice AIs are your company representatives. And just like your human representatives, you want to ensure your AI is trained in and acts in line with company values and displays a professional code of conduct. 

Human agents and AI systems at any given point should not treat consumers differently for reasons unrelated to their service. But depending on the dataset, the system might not provide a consistent experience. For example, more males calling a call center might result in a gender classifier biased against female speakers. And what happens when biases, including those against regional speech and slang, sneak into voice AI interactions? 

In contrast to human agents, who might sometimes unintentionally display biases, Voice AI follows a predetermined, inclusive script while strictly adhering to guidelines that prioritize consumer satisfaction and compliance. This level of professionalism eliminates the potential for misbehavior and creates a positive consumer experience. 

Our team is always potentially looking out for any potential bias that accidentally seeps in, as ‘biases’ as constantly evolving. One thing can be acceptable today, but may bee seen as a bias tomorrow. At Skit.ai our skilled team of dedicated designers meticulously construct the dialogue patterns to guarantee balanced responses. Following these predefined scripts allows our Voice AI solution to offer consistent, unbiased interactions, thus establishing an inclusive user experience. This emphasis on conversation design aids us in overcoming potential biases that may surface in human interactions, thus securing a more balanced and impartial user experience.

Consumer Convenience and the Growing Preference for Voice AI

Consumers increasingly prefer interacting with Voice AI rather than human agents due to the convenience it offers. Voice AI allows users to communicate naturally through voice commands, eliminating the need to type or navigate complex menus. This convenience aligns with the preferences of many individuals who find it easier and more natural to speak rather than type. Furthermore, Voice AI is available 24/7, providing round-the-clock support without the need to wait for human agents. 

This instant access to information and assistance enhances consumer satisfaction and can lead to faster issue resolution. Additionally, voice interactions can be personalized and tailored to individual preferences, creating a more personalized and engaging consumer experience. The convenience and preference for voice-based interactions make Voice AI a valuable tool for meeting consumer expectations.

Building Ethical Voice AI 

Empathetic conversational design eliminates bias. At Skit.ai, we’re dedicated to developing leading-edge Voice AI technology. Our mission is to facilitate communication that is equitable and devoid of bias. Through conversational design, biases are eliminated, ensuring fair and inclusive interactions. A significant part of our strategy involves refining the conversational capabilities of our systems, striving for a natural, seamless exchange of speech that ensures equal treatment for all and eradicates discriminatory tendencies. As we navigate the future of work, Voice AI stands as a valuable tool, empowering enhanced communication, fostering seamless consumer conversations, and further elevating customer satisfaction.

To learn more about how Voice AI can help support your human resources and scale their collection efforts with call automation, schedule a call with one of our experts or use the chat tool below.

Solving Collection Agent Attrition and Scalability Issues for Auto Finance Companies

Posted on by Harshad Bajpai

The rapid growth of the automotive finance market—CAGR of 6.5% [2022-2028] and the likelihood of reaching USD 385 bn with the rapid growth of 42 Billion in market size, indicates the opportunity ahead. But growth needs to be supported by resources, and the skilled workforce is the most scarce.

For decades auto financers have struggled with the shortage of skilled human support executives. Although various automation solutions helped them move closer to automating most of their workflows, it was far from getting realized. 

With rapid advancements in voice technology by vertical Voice AI companies such as Skit.ai, we have reached a point of seamlessly automated customer conversations and significantly reduced the dependence on human agents. 

We have deep-dived into various aspects of how Skit.ai’s voicebot impacts the Top and Bottom Line. In this piece, we will explore how Skit.ai’s AI-powered Digital Collections Agent will solve one of the most significant scalability problems arising from the skilled labor shortage.

The Challenge of Scalability and Seasonality in Auto Finance 

Labor shortages and retaining a skilled workforce are big challenges in auto finance. Like other industries, the pandemic also affected automotive and finance companies, leading to employees’ reluctance to return to their jobs and re-evaluating their life priorities in the post-pandemic stage. As a result of the shortage of skilled human resources, the industry is riddled with the following:

  • Higher cost of recruiting, training, and retaining good performers
  • Inadequate debt portfolio coverage
  • Higher cost of collections or recovery
  • The limited scalability of the auto loan portfolio
  • Overworked human collectors or agents might lead to compliance breaches
  • The direct link between the auto loan recovery team and the number of accounts
  • Also, seasonality is a significant issue. For ex., during festive seasons, most collectors or agents are on holiday, so keeping the show running during that phase becomes highly challenging. 

In addition, collection agents face many challenges that make their job highly challenging. Here are a few core challenges the agents and companies face while trying to ensure the consumer gets back to the payment schedule:

Disengagement: High volume of dull, low-value, and repetitious calls make it challenging for the agents to be motivated and carry excitement while on the job. Simplistic calls about FAQs, wrong numbers, calls not picked up, call-back again requests, and more create zero value but consume a lot of time for agents. This monotony is at the core of their disengagement from work.

Recruitment and Training: Finding the right person for the job, training them regularly, and giving perks and incentives to retain their cost dearly to the auto financing companies. This cost and management issue can be thoroughly minimized with the deployment of Skit.ai’s voicebot.

Compliance Adherence: Debt, even secured ones like auto loans, come under a regulatory framework, and sometimes overworked agents tend to use coercion or not stick to regulatory restrictions, leading to litigations and non-compliance. 

Inadequate Portfolio Coverage: Agent team and bandwidth are limited, and they need to optimize the ones with the maximum probability to pay, and thus others get ignored. This is a loss because a fraction of others will also pay if followed. 

Handling Call Spikes: Seasonal fluctuations in calls, inbound or need for processing debt portfolio expeditely, needs seamless scalability else it is a missed opportunity that affects the performance of the auto financer. To have scalability, auto financers have to manage a bigger team of agents, which will be an enormous cost for them, hence an unfeasible alternative. 

How Skit.ai’s Digital Collection Agent Solves Skilled Agent Shortage 

At present, tools at the disposal of auto financers involve dated technology such as IVRs, and telephony that can not decouple incoming calls from human agents. At best, the tech solutions just alleviate the core problem to the slightest. 

Voice AI, the most cutting-edge voice technology, on the other hand, holds the most promise. There are various kinds of Voice AI solutions available in the market. Still, only voice-first Vertical Voice AI companies such as Skit.ai deliver voicebots that perform under the most testing of situations.

Here is how the Voicebot of Skit.ai empowers auto finance companies, solving 7 core challenges. You may also want to explore how Skit.ai’s Digital Collectors impact the top and bottom lines of auto finance companies. 

As promised, let’s deep dive into how our voicebot will help your company solve the problem of a shortage of skilled human agents forever:

  1. End-to-End Automation: Our voicebot is extensively trained in the domain of collections and is capable of answering over 70% of customer queries without escalating them to the human agent. These simplistic queries are mostly a waste of human agent time, and when the customer expresses the willingness to pay, the voicebot can enable on-call payment. 
  2. Potential for Much Higher Collections: Since the voicebot frees a significant amount of agent bandwidth, it can be used to process additional or new loan portfolios; thus, there is the possibility of a higher top line. In short, the same team of human agents can now deliver much higher collections revenue. 
  3. Reduction in Average Handling Time: The shorter the calls escalated to a human agent, the more productive they will be. Skit.ai’s Digital Collection Agent collects relevant information such as:
    1. Seeks information to verify the identity of the consumer
    2. Captures the disposition or the problem
    3. Solves a part of the question and then escalates the complex part to the human agent 
    4. Improves the accuracy of information divulged by the agent as it already furnishes factual information pulled from the CRM and other systems.
  4. Focus on Real Issues for Better Collections: The human agents can focus on the highest value and complex cases where they can use their expertise to troubleshoot and improve repayment rates.
  5. No Call Volume Spike for a Balanced Work-life:  Since Skit.ai’s AI-powered voicebot can answer any volume of calls, and since the voicebot entirely answers a majority of them, the actual increase in the workload is a fraction of the total increase. This improves the quality of work in real terms.
  6. Lower Concerns for Compliance and Litigation: For auto finance companies that deploy Skit.ai’s voicebot, the possibility of entering into litigation is very low because
    1.  For one, the voicebot does not go off script.
    2. The probability of a person filing a litigation being irked by a machine is very low. This is a big plus.
    3. Thus when the voicebot engages a majority of calls, the chances of litigation are negligible. 
  7. Better Customer Relations: Customer relations are built on touch and connection. The human agents can use the voicebots to schedule interaction touchpoints that foster a deeper relationship. The result of this is better collections due to customer satisfaction.

Voicebot for Limiting Dependence on Human Agents 

From the above list of unique benefits, it is clear that the voicebot, by answering a majority of calls and making outbound calls with end-to-end automation, reduces the dependence on human agents significantly. 

Today, auto finance companies can deploy Skit.ai’s state-of-the-art voicebot in less than 45 minutes and see their collection outcomes improve within weeks, not months. Many debt collectors have realized our solution’s indispensability and gained a competitive leg up. It is time to change!

To learn more about how Voice AI can help support your human resources and scale their collection efforts with call automation, schedule a call with one of our experts or use the chat tool below.

How Auto Finance Companies Can Improve Collections with Skit.ai’s Voicebot

Posted on by Harshad Bajpai

The economic volatility is affecting auto financers directly, and so do the inflation and other consumer behavioral trends, making it a genuinely complex space to be in.

Inflationary pressure is mounting significantly in the US economy, and the core inflation jumping to 6.6%, a 40-year high; on the other hand, the US economy is slowing down significantly, putting significant pressure on consumers to avoid delinquencies, which are now at historic highs.

Adding on top of these macroeconomic stresses for auto financers is the acute skilled labor shortage. The cumulative effect has made auto financers scout for automation solutions that can solve their challenges on all fronts.

Before Voice AI, no tech had such a capability that could automate collections and customer support calls without the need for agent intervention. Today, we are crossing the call automation rubicon with Voice AI solutions such as that offered by Skit.ai.

How Voice AI Can Empower an Auto Financing Company with Call Automation

A voicebot is a conversational Voice AI solution that can engage in meaningful conversation with the customers and understand what they are saying, having been trained extensively for particular business support issues. The design of the entire conversation is done, keeping in mind all the possible difficulties a customer can encounter and how best the collection process can be optimized.

So for every customer query, the voicebot has a ready answer as it pulls out relevant and accurate information from the client system and informs the customer, reducing the duration of the conversation remarkably.

Before we deep dive, here are a few salient points that must be borne in mind:

  • Our voicebots, also known as Digital Voice Agents, are trained extensively for specific business problems and hence are capable of engaging in intelligent conversations.
  • Our voicebot can handle all tier-I disputes, around 70% of customer queries. 
  • The remainder of calls, nearly 30%, are escalated to the human collector after the voicebot has established and verified the person’s identity and captured disposition. Thus saving human agent time and helping them engage in high-value tasks.
  • The cost of a voicebot is less than 1/5th of the human agent cost. Thus, overall pure cost savings are humongous.
  • The voicebot can place thousands of calls concurrently, thus reducing the dependence on human agents considerably.  
  • Our voicebot can be deployed within 45 minutes, making the results tangible and fast.

The impact of our voicebot on the top and bottom lines is well-documented and clear. 

Extrapolating results from Skit.ai’s clients with similar use cases, an auto finance company can realize impressive recovery rates at a fraction of the cost.

Before we explain the nuances of our tech, you can take a minute to watch our voicebot in action.

Voice AI for Inbound/Support Calls 

Inbound calls are gold mines because of these; a fraction of customers have called to pay and perhaps need assistance in processing their payment.

Present Status Quo or Before Voicebot Deployment: Unfortunately, most auto financers cannot answer a significant portion of incoming customer calls because of a lack of skilled human agents and due to the prohibitive costs. This a considerable opportunity miss.

After Skit.ai’s Voicebot: Every call gets answered, the intent gets captured, and willing consumers are facilitated to make on-call payments. Any query or dispute gets immediately noted or resolved. Also, details of any further follow-ups are recorded, and calls are scheduled.

Voice AI’s Impact:

All the clients of Skit.ai experienced the following:

  • Better collections as willing consumers were facilitated with payment options
  • Better disposition and intent capture 
  • Improvements in their CSAT scores
  • Better customer experience as financiers can listen and record every customer query.

Voice AI for Outbound Calls 

The capability to dial prompt and perfectly timed calls to reach out to overdue and delinquent accounts is perhaps the most significant capability an auto financer can have. The reason is that almost all auto financers with diverse portfolios have faced the problem of limited scalability and portfolio penetration.

The search for automation has always been, in essence, to ease the problem of limiting the scalability of dialing outbound or consumer reach-out calls. Outbound IVRs and other telephony solutions have eased the problem in their limited way. But only with Voice AI do auto financers experience call automation or intelligent automation of consumer calls.

Present Status Quo or Before Voicebot Deployment:

At present, auto finance has a limited number of agents that can place a call for collections. The process begins with an SMS reminder for payment, followed up in due course of time with a call made by an agent, and then depending upon the significance of the account, the subsequent follow-ups. Agent attrition and compliance breach always have auto financers wary of pushing things.

The diversity of auto loans in the portfolio increases the number of calls that need to be made. This leaves a significant part of the debt portfolio unattended.

After Skit.ai Voicebot:

Before you read further, listen to our voicebot in action and how easily it can help consumers pay.

Our voicebot addresses one of the most significant pain points of auto financers—scalability. We have empowered collectors to dial millions of calls within a week if they so desire. This means that reminders for every overdue or delinquent account will be reached out by our voicebot at the right time, at the desired frequency, and even help them make a payment or reschedule their payments if the need arises.

This means that simplistic calls such as reminders and notification calls can be done by the voicebot, which can even capture intent and help agents prioritize accounts.

This seamless scalability in outbound calls empowers collectors tremendously and can take their recovery rates and portfolio coverage intensity to new heights.

Voice AI’s Impact:

  • Repayment Rate at par with an average human agent
  • Better overall collections at a fraction of the cost
  • Human-Agent Bandwidth Optimization
  • Cost of Collections slashed to less than 1/5th 
  • Portfolio Coverage of 100%
  • Seamless Scalability that leaves scope to increase portfolio with the same collections team
  • Better compliance as the voicebot sticks to the script 

Summarizing the Overall Transformation

The distinct advantages of a Voice AI solution such as that of Skit.ai are conspicuous and indubitable, as many collectors have realized tangible benefits quickly. The impact of this technology is truly transformative and has begun to disrupt many businesses function, such as collection and customer support. 

Though our solution can be incorporated in less than 45 minutes, the competitive leg up for early adopters is as significant and can impact long-term success.

If you found our technology relevant and exciting, feel free to schedule a meeting with one of our experts using the chat tool below.

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