Amberflo Helps Every Company Make Money with AI

February 6, 2024

Initially posted on Prime View

"Today, we’re honored and delighted to welcome back Puneet Gupta, a dynamic leader with a rich background in technology and innovation. Puneet, co-founder and CEO at Amberflo.io, is also known for his roles as VP of Product Development at Oracle for Oracle Cloud Infrastructure and General Manager at Amazon Web Services.In this interview episode, Puneet shares his unique insights on AI monetization strategy for companies looking to innovate, scale operations, and cultivate customer-centered businesses through the implementation of fair and transparent usage-based pricing and billing.

Watch & Listen to the full interview.

Puneet, what factors are inspiring companies to transition from subscription to usage-based pricing and billing models?

The tremendous growth of AI and cloud technologies has been instrumental in reshaping business models. AI provides unprecedented insights into customer behavior, enabling businesses to dynamically tailor their offerings and pricing structures. Cloud technology, on the other hand, offers the scalability and flexibility needed to implement usage-based models seamlessly.

AI has revolutionized the way businesses understand and engage with their customers. Companies can gather real-time data on customer preferences, usage patterns, and feedback through advanced analytics and machine learning algorithms. This information allows for creating dynamic and customized experiences with finely tuned pricing models that resonate with users.

I fundamentally believe that cloud computing serves as the backbone for the implementation of usage-based models. Its elasticity, the ability to scale resources up or down based on demand, is a fundamental advantage that cloud services provide. This scalability ensures that businesses can efficiently adapt to fluctuations in usage, optimizing costs and performance simultaneously.

Which previously effective subscription model incentives for companies have lost their relevance?

The subscription model offered a predictable revenue stream, ensuring stability and consistent cash flow. However, this model came with its own set of limitations – customers paid for services they underutilized, leading to potential churn. The need for a more customer-centric and adaptable approach became evident as industries became more saturated and competitive.

The usage-based model becomes a game-changer, allowing businesses to align their revenue streams more closely with actual customer usage. This approach enables consumers to pay for what they use, promoting a fair and transparent relationship between businesses and their customers.

Amberflo launches a new AI monetization platform. Could you provide more details on the advantages companies can expect to gain by harnessing the capabilities of this platform?

At Amberflo, we are at the forefront of the paradigm shift by launching the AI Monetization platform. The platform introduces a comprehensive approach to usage-based quoting, pricing, and billing, employing frameworks that strategically prioritize metering as the horizontal data layer that solely focuses on usage data, with no immediate connection to pricing and billings. It provides insights into customer behavior and consumption patterns and establishes the infrastructure, creating a usage graph that outlines customer interactions and usage patterns.

Once the metering system is in place, the next phase involves constructing a pricing plan based on the gathered metered data. Here, we provide a tool for price modeling, offering guidance on optimal pricing models tailored to individual business needs. This tool not only aids in creating customer-facing pricing plans but also grants visibility into how these plans align with customer usage patterns.

How does your new AI Monetization platform stand out from other offerings in the market?

Integrating metering data into the pricing process is a revolutionary aspect of Amberflo’s AI monetization platform. Traditionally, quoting, pricing, and billing systems existed as disconnected entities from different vendors, resulting in operational challenges. With Amberflo, these components are seamlessly integrated, operating on a common metering framework. This integration ensures that when sales teams generate quotes, the process is not only accurate but also operationalized by the underlying metering system.

Could you elaborate on the specific benefits businesses and consumers may enjoy by transitioning from subscription to Amberflo’s AI monetization platform?

1. Cost Efficiency:

Subscription models often result in customers paying for services they don’t fully utilize. Usage-based models eliminate this inefficiency, ensuring customers only pay for what they consume.

2. Flexibility and Scalability:

Businesses can seamlessly adapt to changing market conditions and customer demands by leveraging the scalability and flexibility offered by cloud services. This agility is crucial for staying competitive in today’s fast-paced environment.

3. Customer-Centric Approach:

Usage-based models foster a customer-centric approach, aligning business interests with customer satisfaction. When customers perceive value for money, they are more likely to remain loyal and engage with the services over the long term.

4. Data-Driven Decision Making:

The integration of AI in usage-based models provides businesses with actionable insights. This data-driven approach allows for informed decision-making, optimizing pricing strategies, and tailoring offerings to meet customer expectations.


The shift from subscription to usage-based models marks a pivotal moment in the evolution of the digital economy. Artificial intelligence and cloud technologies serve as catalysts, empowering businesses to embrace flexibility, scalability, and customer-centricity. Amberflo.io’s AI Monetization platform revolutionizes the potential of AI through usage-based business models. As the benefits of this shift become increasingly apparent, businesses that adapt swiftly are poised to thrive in the era of dynamic and personalized economic models.

Puneet, thank you for the insightful conversation and your dedicated efforts to revolutionize pricing and billing through impactful technology-driven solutions."

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