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FinTech: How AI is transforming the financial industry

Finance has always been the core of any business being done, it caters as platform on which other sectors work upon. With years and years of research towards achieving maximum efficiency in this sector, new age technologies like AI, Machine Leaning and Data Science are now taken into account. This has resulted in birth of an advance AI based system that adapts and learns, from its surrounding.

data science finance

ForwardLane is driving a new wave of financial innovation through leveraging advances in cognitive computing and data analytics.

ForwardLane brings personalized high net worth investment intelligence to numerous investors around the globe. This is done, by mimicking and accelerating the human investment process using artificial intelligence and combining it with professional risk analytics. It is a B2B platform used by private banks, wealth managers, digital banks and insurance companies.The team behind ForwardLane is comprised of wealth management specialists with a combined experience of over 175 years. It is backed by a team of highly qualified and experienced engineers that execute the core technologies deployed in serving the customers. The company is supercharging the financial advisor and bringing superior financial advice to mass affluent clients.

The Platform offers vast range of functions such as:

•Dynamic, state-of-the-art cognitive synthesis engine.

•Knowledge base preloaded with 55,000 financial questions and 8,000+ terms.

•Trained with 4.7 million additional questions.

•Contextualized responses based on prior conversations.

•Captures client interactions, history and recommendations for compliance.

•Integrates with multiple CRM Platforms.

SaaS cloud-based delivery, or bespoke/containerized deployment solutions.

In order for such a complex and highly intelligent system to work as planned, ForwardLane rely on data processing, this is achieved thorough extracting relevant information from clusters of data the platform collects. Mantra Labs is using Data Science by providing a dedicated team of problem solvers that assist ForwardLane’s innovative finance management goals. This enables efficient Data processing and timely deployment of resources that the platform truly depends upon.

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NPS in Insurance Claims: What Insurance Leaders Are Doing Differently

Claims are the moment of truth. Are you turning them into moments of loyalty?

In insurance, your app interface might win you downloads. Your pricing might drive conversions.
But it’s the claims experience that decides whether a customer stays—or leaves for good.

According to a survey by NPS Prism, promoters are 2.3 times more likely to renew their insurance policies than passives or detractors—highlighting the strong link between customer advocacy and retention.

NPS in insurance industry is a strong predictor of customer retention. Many insurers are now prioritizing NPS to improve their claims experience.

So, what are today’s high-NPS insurers doing differently? Spoiler: it’s not just about faster payouts.

We’ve worked with claims teams that had best-in-class automation—but still had low NPS. Why? Because the process felt like a black box.
Customers didn’t know where their claim stood. They weren’t sure what to do next. And when money was at stake, silence created anxiety and dissatisfaction.

Great customer experience (CX) in claims isn’t just about speed—it’s about giving customers a sense of control through clear communication and clarity.

The Traditional Claims Journey

  • Forms → Uploads → Phone calls → Waiting
  • No real-time updates
  • No guidance after claim initiation
  • Paper documents and email ping-pong

The result? Frustrated customers and overwhelmed call centers.

The CX Gap: It’s Not Just Speed—It’s Transparency

Customers don’t always expect instant decisions. What they want:

  • To know what’s happening with their claim
  • To understand what’s expected of them
  • To feel heard and supported during the process

How NPS Leaders Are Winning Loyalty with CX-Driven Claims and High NPS

Image Source: NPS Prism

1. Real-Time Status Updates

Transparency to the customer via mobile app, email, or WhatsApp—keeping them in the loop with clear milestones. 

2. Proactive Nudges

Auto-reminders, such as “upload your medical bill” or “submit police report,” help close matters much faster and avoid back-and-forth.

3. AI-Powered Document Uploads

Single-click scans with OCR + AI pull data instantly—no typing, no errors.

4. In-the-Moment Feedback Loops

Simple post-resolution surveys collect sentiment and alert on issues in real time.

For e.g., Lemonade uses emotional AI to detect customer sentiment during the claims process, enabling empathetic responses that boost satisfaction and trust.

Smart Nudges from Real-Time Journey Tracking

For a leading insurance firm, we mapped the entire in-app user journey—from buying or renewing a policy to initiating a claim or checking discounts. This helped identify exactly where users dropped off. Based on real-time activity, we triggered personalized notifications and offers—driving better engagement and claim completion rates.

Tech Enablement

  • Claims Orchestration Layer: Incorporates legacy systems, third-party tools, and front-end apps for a unified experience.
  • AI & ML Models: For document validation, fraud detection, and claim routing, sentiment analysis is used. Businesses utilizing emotional AI report a 25% increase in customer satisfaction and a 30% decrease in complaints, resulting in more personalized and empathetic interactions.
  • Self-Service Portals: Customers can check their status, update documents, and track payouts—all without making a phone call.

Business Impact

What do insurers gain from investing in CX?

A faster claim is good. But a fair, clear, and human one wins loyalty.

And companies that consistently track and act on CX metrics are better positioned to retain customers and build long-term loyalty.

At Mantra Labs, we help insurers build end-to-end, tech-enabled claims journeys that delight customers and drive operational efficiency.
From intelligent document processing to AI-led nudges, we design for empathy at scale.

Want a faster and more transparent claims experience?

Let’s design it together.
Talk to our insurance transformation team today.

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