# Desible.ai's Voice AI Redefines Banking and Insurance Operations

> Discover how Desible.ai is leading the charge in automating complex workflows in banking and insurance, moving beyond mere conversation automation to deliver substantial operational efficiencies.

**Source**: yourstory.com | **Published**: 2026-11-01 | **Type**: article

## Key Facts

- Voice AI costs dropped from ₹7 to ₹2/min, reshaping contact center economics and competitive pricing.
- Only 35-40% of AI proofs of concept transition to production, highlighting deployment challenges in BFSI.
- Desible's call execution costs fell to ₹1.5-₹2, emphasizing the need for sustainable value capture in AI.
- Enterprise buyers now prioritize measurable performance over voice quality, shifting sales strategies for AI.
- Navigating internal dynamics is crucial; 80% of sales success in India hinges on stakeholder relationships.

## Summary

Desible.ai, a startup focused on voice AI, is reshaping the operational landscape of banking and insurance in India. Co-founders Uttam Tiwari and Omkar Raikar have identified that the true potential of voice AI lies not merely in automating conversations but in streamlining complex workflows within regulated enterprises. This insight is crucial as businesses increasingly seek to enhance efficiency while navigating stringent regulatory environments.

The cost of voice AI technology has plummeted, with pricing dropping from ₹5-₹7 per minute to around ₹1.5-₹3. This significant reduction makes voice AI more accessible but also raises questions about profitability for startups in the sector. Desible.ai aims to differentiate itself by charging based on workflow execution rather than per-call metrics, effectively shifting the economic model from traditional contact center pricing structures. With nearly a million calls handled daily, the company has successfully reduced its operational costs, demonstrating the potential for scalable solutions in the industry.

However, the transition from pilot projects to full-scale production deployments remains challenging. Tiwari notes that the conversion rate for proofs of concept to production in the industry is below 40%. This gap highlights the complexities involved in meeting the multifaceted requirements of enterprise clients, which include compliance, security, and operational integration. Desible.ai has invested heavily in building compliant infrastructure, recognizing that success in this space requires more than just advanced voice capabilities.

The founders emphasize that the evaluation criteria for voice AI are evolving. Enterprises are now focused on measurable operational performance rather than just the quality of voice interactions. This shift in perspective necessitates a strategic approach to sales, where understanding the internal dynamics of organizations becomes as critical as the technology itself. In the Indian market, navigating these dynamics can account for up to 80% of the sales process, underscoring the importance of building relationships across various stakeholders.

Desible's strategy reflects a deep understanding of these challenges. By starting with established workflows, the company can demonstrate value more effectively and build trust with clients. This approach not only facilitates smoother integrations but also positions Desible as a partner capable of supporting a range of operational needs within the insurance sector. The founders have identified over 20 distinct workflows related to insurance renewals alone, showcasing the depth of opportunity in this market.

Looking ahead, the potential for voice AI in India remains vast, particularly given the country's linguistic diversity and the complexity of its regulatory landscape. Desible.ai aspires to evolve beyond voice interactions to become an orchestration platform that enhances decision-making and operational efficiency across the insurance value chain. The focus will be on creating a dependable infrastructure that integrates seamlessly into existing processes, ultimately improving customer outcomes and driving better business results.

As enterprises shift from experimentation to demanding tangible results, the competitive landscape will favor those who can deliver reliable, integrated solutions rather than merely impressive demonstrations. Companies that successfully navigate the complexities of operational deployment and compliance will likely emerge as leaders in the voice AI space, setting new standards for performance and value creation in the banking and insurance sectors.

## Entities

- **Companies**: Desible.ai, Business Toys, Newsweek, Bank of America, Nestlé
- **Products**: voice AI, agentic workflow orchestration platform
- **People**: Gaurav Ranjan, Uttam Tiwari, Omkar Raikar
- **Organizations**: BFSI

## Key Concepts

voice AI economics, workflow automation, enterprise sales dynamics, compliance in AI deployment, production vs proof of concept, customer engagement in insurance, AI in contact centers, organizational decision-making

## Definitions

- **voice AI**: Artificial intelligence technology that enables machines to understand and respond to human voice commands.
- **agentic workflow orchestration**: A system that automates and manages workflows within an organization, particularly in regulated industries.
- **proof of concept (POC)**: A demonstration to verify that certain concepts or theories have the potential for real-world application.
- **compliance**: Adhering to laws, regulations, and guidelines relevant to a business or industry.
- **enterprise sales**: The process of selling products or services to large organizations, often involving complex decision-making structures.

## Use Cases

- automating customer conversations in insurance
- reducing contact center staff through AI
- managing sales funnel with AI
- conducting medical questionnaires with AI agents
- integrating AI into existing enterprise processes
- enhancing operational workflows in insurance

## Frequently Asked Questions

**What is the main challenge in deploying voice AI in enterprises?**

The main challenge lies in navigating regulatory requirements, integrating with legacy systems, and ensuring compliance across various departments within the organization.

**How does Desible.ai differentiate itself in the voice AI market?**

Desible.ai focuses on automating workflows rather than just conversations, aiming to create a more integrated and efficient solution for enterprises, particularly in the insurance sector.

**What factors influence the success of AI pilots in enterprises?**

Success often depends on satisfying multiple stakeholders, including business teams, technology departments, and compliance functions, rather than just demonstrating AI capabilities.

**How has the pricing of voice AI changed recently?**

The pricing of voice AI has significantly decreased, with costs dropping from Rs 5-7 per minute to approximately Rs 1.5-3 per minute, making it more accessible for enterprises.

**What is the long-term vision for Desible.ai?**

Desible.ai aims to develop an orchestration platform that supports various operational workflows in insurance, moving beyond just handling calls to improving overall enterprise efficiency.

## Links

- [Read on Welcome.AI](https://welcome.ai/content/desibleais-voice-ai-redefines-banking-and-insurance-operations)
- [Original source](https://yourstory.com/2026/10/voice-ai-transforming-banking-insurance-desibleai-founders-business-behind-technology)

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Source: Welcome.AI | https://welcome.ai/content/desibleais-voice-ai-redefines-banking-and-insurance-operations