AI Voice Agent Monica: How Biocarve Seeds Transforms B2B Seed Sales

In India’s competitive agricultural sector, building meaningful connections with business customers while efficiently managing complex product information presents a significant challenge. For Biocarve Seeds, a trusted provider of premium flower, vegetable, and herb seeds for over two decades, finding innovative ways to reach B2B customers during peak seasonal demand became a critical business priority.

Our recent partnership with Biocarve has resulted in “Monica,” an AI voice agent specifically designed to handle B2B sales promotion calls in a culturally relevant, knowledgeable, and personable manner. This blog explores how we developed this solution and the approach that guided our work.

The Seed of Innovation: Understanding Biocarve’s Challenge

A Growing Business with Seasonal Demands

With 22+ years of expertise delivering 99% pure seeds with impressive 80%+ germination rates, Biocarve Seeds has established itself as a premium provider for both home gardeners and professional nurseries. However, this success brought challenges:

Seasonal Sales Pressure: The approaching winter sowing season creates intense demand spikes, stretching the capacity of human sales teams.
Product Complexity: Managing thousands of seed varieties across multiple packaging options (Kitchen Garden Packets, Nursery Man Packets, and Imported F1 Hybrid Seeds) requires detailed product knowledge.
Real-time Inventory Verification: Sales representatives need to check availability across multiple databases before confirming orders.
Cultural Communication: Effective engagement with B2B customers requires fluent Hinglish communication with proper pronunciation of botanical names and numerals.

The Solution: Monica, The AI Sales Promotion Agent

What makes an effective sales representative? Knowledge, warmth, cultural fluency, and the ability to adapt to customer needs. These human qualities became our design principles for Monica, an AI voice agent that combines conversational intelligence with deep product knowledge.

Behind the Scenes: How We Built Monica

Technical Foundation

The Monica AI voice agent leverages several cutting-edge technologies:

Voice Technology: Retell LLM with the 11labs-Myra voice model, selected for its warm tone and natural speech patterns
AI Backend: GPT-4o with specialized prompt engineering for agricultural product knowledge
Language Support: Multi-language capability with Hindi/English focus
Integration: APIs connecting to Biocarve’s seed inventory systems
Analytics: Reporting dashboard for business intelligence and performance tracking

But technology alone doesn’t create meaningful customer experiences. Our approach emphasized human-centered design at every stage.

The Quensulting Approach: Bringing Monica to Life

1. Discovery & Strategic Planning

Our work began not with technology, but with people. Through stakeholder interviews and analysis of existing sales processes, we identified:

Common customer inquiries and decision factors when purchasing seeds
Regional language preferences and cultural communication patterns
Critical product knowledge requirements for effective seed sales
Existing sales bottlenecks that limited customer reach

This research confirmed that an AI voice agent with bilingual capabilities and real-time inventory access would provide significant value to both Biocarve and their customers.

2. Conversation Design: The Heart of Voice AI

Rather than jumping straight to implementation, we invested significant time in conversation design:

Identity Development: We crafted “Monica” as a distinct persona with specific voice characteristics, personality traits, and conversation styles that aligned with Biocarve’s brand values.
Conversation Blueprinting: We mapped detailed dialogue flows covering customer greetings, product inquiries, availability checks, order processing, and follow-up scheduling.
Cultural Adaptation: We incorporated appropriate Hindi phrases and pronunciation patterns, ensuring Monica could naturally switch between Hindi and English as needed. For example, saying “dhaniya” alongside “coriander” and properly pronouncing Hindi numerals for prices (“Panch so Pachaas” for 550 rupees).
Engagement Techniques: We implemented backchannel words like “okay” and “ji” to create more natural conversation flow and programmed subtle but effective upselling prompts (e.g., “Aap palak le rahe ho, toh methi aur dhaniya bhi abhi fresh stock mein hain”).

The resulting conversation design created a natural, flowing dialogue that feels helpful rather than robotic.

3. Knowledge Engineering

A sales representative is only as good as their product knowledge. For Monica to be effective, we needed to transform Biocarve’s extensive product information into structured, accessible knowledge:

Specialized Databases: We organized five key knowledge sources:
- Alternative Seeds Names
- Availability of Imported Seeds
- Biocarve Seeds Packet Descriptions
- Company Blogs and FAQs
- Current Price Lists
Inventory Integration: We implemented real-time verification processes to ensure Monica could accurately check if specific seed varieties were available in requested package types.
Decision Logic: We created logical frameworks for product recommendations based on customer interests and complementary growing patterns.

This knowledge engineering makes Monica genuinely helpful in providing accurate, contextual information about Biocarve’s extensive seed catalog.

4. Conversation Flow States

We designed Monica with three primary conversation states to mirror natural sales interactions:

Warm Introduction: Monica begins with a friendly greeting (“Hello ji, kaise hai app?”), identifies herself as calling from Biocarve Seeds, and checks if it’s a convenient time to talk. She then transitions to discussing the upcoming winter sowing season.
Order Taking: When customers express interest, Monica can discuss seed types (flowers, vegetables, herbs), packaging options (retail, nursery, professional), check real-time availability, and process orders. She’s programmed to never assume availability but to verify each seed variety against the current inventory.
Callback Scheduling: For customers who need more time or have questions Monica can’t immediately answer, she schedules follow-up calls during business hours and confirms the appointment details.

This state-based approach ensures conversations remain structured while allowing for natural dialogue progression.

The Implementation Journey

Bringing Monica from concept to reality involved several key phases:

1. Prototype Development and Testing

We began with limited conversation scenarios, testing voice samples and dialogue flows with Biocarve stakeholders. This early feedback helped refine Monica’s persona and conversation style before full implementation.

2. Knowledge Base Integration

Next, we structured Biocarve’s product data for efficient retrieval during conversations. This included creating special pronunciation guides for botanical terms and implementing verification protocols for inventory checks.

3. Scenario Testing

We conducted comprehensive testing with 50+ common sales scenarios, paying special attention to:

Unusual product requests
Complex availability inquiries
Various customer response patterns
Regional accent variations

This testing identified the need for enhanced pronunciation of Hindi seed variety names, which we subsequently refined.

4. System Integration

The final implementation phase connected Monica to Biocarve’s inventory systems, ensuring she could access real-time product availability data during sales calls.

Monica in Action: AI That Speaks the Language of Agriculture

Watch as Monica demonstrates the perfect blend of agricultural expertise and cultural intelligence:

Monica: “Namaste ji, Monica from Biocarve Seeds. Is this a good time to discuss winter season seeds?”

Customer: “Yes, I need some Celosia Cut Flower seeds.”

Monica: “We have several Celosia Cut Flower varieties available. Could you please specify which variety you are interested in, such as Neo Gold, Neo Orange, Neo Pink, Neo Red, or Neo Rose? I can provide the exact details for your selection.”

Customer: “Neo Gold of 1000 pack?”

Monica: “Currently, we have 18 packets of 1,000 seeds (1K) of Celosia Cut Flower Neo Gold available, priced at ₹8,685 per packet. For the remaining 2 packets, you can consider these alternate Celosia Cut Flower varieties, which are also available in 1,000 seeds (1K) packets:

Celosia Cut Flower Neo Orange — ₹8,685 per packet
Celosia Cut Flower Neo Pink — ₹8,685 per packet
Celosia Cut Flower Neo Red — ₹8,685 per packet
Celosia Cut Flower Neo Rose — ₹8,685 per packet Would you like to add any of these to complete your order?”

Customer: “Please send details, I will confirm by evening today”

Monica: “Sure! I will send you the details of your order along with the alternate options for the remaining 2 packets on WhatsApp shortly. You can review them and confirm by evening. Is there anything else you need, like seeds for vegetables, herbs, or flowers?”

In just six exchanges, Monica demonstrates why AI voice agents are transforming B2B agricultural sales. She navigates inventory data, delivers precise pricing, accommodates the customer’s preference for digital documentation, and seamlessly schedules follow-up—all while speaking the customer’s language, both literally and figuratively.

Expected Benefits for Biocarve Seeds

While the Monica AI voice agent has just been deployed and will be fully evaluated after the winter growing season, we anticipate several key benefits:

Enhanced Sales Capacity

The AI voice agent allows Biocarve to reach more potential B2B customers during critical seasonal periods without adding staff. Monica can handle routine inquiries, product information sharing, and order processing, allowing human representatives to focus on complex negotiations and relationship building.

Consistent, Knowledge-Rich Interactions

Every call delivers accurate information about products, prices, and availability, ensuring consistent messaging across all customer interactions. Monica’s integration with inventory systems prevents overselling and provides customers with reliable product information.

Data-Driven Business Intelligence

The post-call analysis capabilities will provide valuable insights into:

Next appointment scheduling
Customer classification
Order placement interest
Follow-up requirements
Detailed order specifications

This information helps Biocarve understand market trends and customer preferences more deeply.

Culturally Appropriate Communication

Monica’s ability to communicate in Hinglish with proper pronunciation of botanical names and Hindi numerals creates a more comfortable, culturally resonant experience for customers across India.

Future Directions

As Monica begins her work with Biocarve Seeds, we’re already exploring several enhancements:

Visual Product Showcase: Integration with WhatsApp to send seed catalog images during calls
Expanded Agricultural Knowledge: Adding growing tips and yield data to support customer questions
Predictive Ordering: Implementing AI analysis of historical buying patterns to proactively suggest seasonal inventory
Multi-Channel Integration: Extending the AI agent to handle web chat and SMS communications alongside voice calls

The Human Touch in AI Design

What makes Monica effective isn’t just technology—it’s the human-centered design approach that informed every aspect of her development. At Quensulting, we believe that successful AI implementations enhance rather than replace human connection.

For Biocarve Seeds, Monica represents not just a technological innovation but an extension of their commitment to knowledgeable, helpful customer service. She embodies their deep agricultural expertise while making it more accessible to B2B customers throughout India.

Conclusion: Seeds of Change

The agricultural sector has always been about nurturing growth—a principle that applies equally to customer relationships as it does to seeds. With Monica, Biocarve Seeds is pioneering a new approach to B2B sales that combines technological innovation with cultural sensitivity and deep product knowledge.

As this solution takes root during the upcoming winter sowing season, we look forward to measuring its impact on sales efficiency, customer satisfaction, and business growth. Just as Biocarve’s seeds offer 80%+ germination rates, we’ve designed Monica to deliver consistently successful customer interactions that help the company’s relationships flourish.

Quensulting specializes in developing custom AI solutions that address unique business challenges across industries. Our human-centered design approach ensures that technology enhances rather than replaces the human touch that makes businesses special. Contact us to learn how our AI voice agents can transform your customer engagement strategy.