Case Study
Case Study
How Consilium Energy increased profit margins by 700% with an AI-powered chat agent
Company
Consilium Energy
Company
Consilium Energy
Company
Consilium Energy
Services
AI/ML Development CRM Integration
Services
AI/ML Development CRM Integration
Services
AI/ML Development CRM Integration
Industry
Consumer Energy
Industry
Consumer Energy
Industry
Consumer Energy
Year
2024
Year
2024
Year
2024



Development of an LLM-powered chatbot that integrated with WhatsApp to enable automated lead assessment and qualification.

Pedro Urquijo Vergara
Co-founder & CEO
We knew we had a lead volume problem, but we thought the only solution was hiring more sales agents. Dejard Labs showed us a better way. The AI chatbot doesn't just save us time it's completely transformed our profit margins taking us from a low margin business to a healthily profitable and scalable business.
The challenges
Consilium Energy had a problem that many growing businesses would envy - they had too many leads. But in the competitive consumer energy market, having leads isn't enough. You need to quickly identify which ones are worth pursuing, and that's where Consilium was struggling.
The challenges were stacking up:
Manual qualification bottleneck: Sales agents were spending countless hours reviewing potential customer inquiries, assessing energy needs, and determining which leads deserved follow-up. It was exhausting and slow.
Hiring wasn't the answer: To handle growing inquiry volumes, they would need to hire additional sales staff. But the maths didn't work—the cost of new agents was eating into profits faster than they could close deals.
Time-to-response problem: In consumer busienss, speed matters. Every hour a qualified lead waited for assessment was an hour they could be talking to competitors. Consilium's manual process meant they were losing hot leads to faster-moving competitors.
Inconsistent qualification: Different agents had different approaches to qualifying leads. This created unpredictable sales funnel quality and made it difficult to optimise their sales process.
No scalability: The manual approach created a hard ceiling on growth. More leads meant more agents, which meant more costs, which meant thinner margins. The business model couldn't scale without fundamentally changing the economics.
Consilium needed a way to handle higher volumes while maintaining, or even improving qualification quality, all without the crippling cost of endless hiring.
Our approach
We partnered with Consilium Energy to build an AI-powered solution that would transform their entire lead qualification process:
Phase 1: Understanding their sales intelligence
We didn't just study what questions their agents asked—we learned why they asked them. What signals indicated a high-quality lead? What information was essential versus nice-to-have? We distilled years of sales expertise into a framework that AI could apply consistently.
Phase 2: Building the conversational engine
We developed a custom chatbot powered by Claude (Anthropic's AI) that could engage potential leads through WhatsApp where their customers already were. We integrated into Meta WhatsApp using their webhook architecture and then allowed the chat agent to proceed with lead qualification before it would then pass to the sales agent leads that fit a particular criteria.
Phase 3: Intelligent lead scoring
We created a sophisticated lead qualification system that could assess customer responses and automatically score leads based on Consilium's criteria. The AI agent could identify high-value prospects, flag concerns, and route qualified leads to the appropriate sales team members with complete context.
Phase 4: Seamless integration
We integrated the chatbot with Consilium's existing CRM and technology stack. Qualified leads flowed automatically into their sales pipeline with all the information their agents needed to close deals quickly. We implemented security protocols to protect sensitive customer data throughout the automated workflows.
The challenges
Consilium Energy had a problem that many growing businesses would envy - they had too many leads. But in the competitive consumer energy market, having leads isn't enough. You need to quickly identify which ones are worth pursuing, and that's where Consilium was struggling.
The challenges were stacking up:
Manual qualification bottleneck: Sales agents were spending countless hours reviewing potential customer inquiries, assessing energy needs, and determining which leads deserved follow-up. It was exhausting and slow.
Hiring wasn't the answer: To handle growing inquiry volumes, they would need to hire additional sales staff. But the maths didn't work—the cost of new agents was eating into profits faster than they could close deals.
Time-to-response problem: In consumer busienss, speed matters. Every hour a qualified lead waited for assessment was an hour they could be talking to competitors. Consilium's manual process meant they were losing hot leads to faster-moving competitors.
Inconsistent qualification: Different agents had different approaches to qualifying leads. This created unpredictable sales funnel quality and made it difficult to optimise their sales process.
No scalability: The manual approach created a hard ceiling on growth. More leads meant more agents, which meant more costs, which meant thinner margins. The business model couldn't scale without fundamentally changing the economics.
Consilium needed a way to handle higher volumes while maintaining, or even improving qualification quality, all without the crippling cost of endless hiring.
Our approach
We partnered with Consilium Energy to build an AI-powered solution that would transform their entire lead qualification process:
Phase 1: Understanding their sales intelligence
We didn't just study what questions their agents asked—we learned why they asked them. What signals indicated a high-quality lead? What information was essential versus nice-to-have? We distilled years of sales expertise into a framework that AI could apply consistently.
Phase 2: Building the conversational engine
We developed a custom chatbot powered by Claude (Anthropic's AI) that could engage potential leads through WhatsApp where their customers already were. We integrated into Meta WhatsApp using their webhook architecture and then allowed the chat agent to proceed with lead qualification before it would then pass to the sales agent leads that fit a particular criteria.
Phase 3: Intelligent lead scoring
We created a sophisticated lead qualification system that could assess customer responses and automatically score leads based on Consilium's criteria. The AI agent could identify high-value prospects, flag concerns, and route qualified leads to the appropriate sales team members with complete context.
Phase 4: Seamless integration
We integrated the chatbot with Consilium's existing CRM and technology stack. Qualified leads flowed automatically into their sales pipeline with all the information their agents needed to close deals quickly. We implemented security protocols to protect sensitive customer data throughout the automated workflows.
The challenges
Consilium Energy had a problem that many growing businesses would envy - they had too many leads. But in the competitive consumer energy market, having leads isn't enough. You need to quickly identify which ones are worth pursuing, and that's where Consilium was struggling.
The challenges were stacking up:
Manual qualification bottleneck: Sales agents were spending countless hours reviewing potential customer inquiries, assessing energy needs, and determining which leads deserved follow-up. It was exhausting and slow.
Hiring wasn't the answer: To handle growing inquiry volumes, they would need to hire additional sales staff. But the maths didn't work—the cost of new agents was eating into profits faster than they could close deals.
Time-to-response problem: In consumer busienss, speed matters. Every hour a qualified lead waited for assessment was an hour they could be talking to competitors. Consilium's manual process meant they were losing hot leads to faster-moving competitors.
Inconsistent qualification: Different agents had different approaches to qualifying leads. This created unpredictable sales funnel quality and made it difficult to optimise their sales process.
No scalability: The manual approach created a hard ceiling on growth. More leads meant more agents, which meant more costs, which meant thinner margins. The business model couldn't scale without fundamentally changing the economics.
Consilium needed a way to handle higher volumes while maintaining, or even improving qualification quality, all without the crippling cost of endless hiring.
Our approach
We partnered with Consilium Energy to build an AI-powered solution that would transform their entire lead qualification process:
Phase 1: Understanding their sales intelligence
We didn't just study what questions their agents asked—we learned why they asked them. What signals indicated a high-quality lead? What information was essential versus nice-to-have? We distilled years of sales expertise into a framework that AI could apply consistently.
Phase 2: Building the conversational engine
We developed a custom chatbot powered by Claude (Anthropic's AI) that could engage potential leads through WhatsApp where their customers already were. We integrated into Meta WhatsApp using their webhook architecture and then allowed the chat agent to proceed with lead qualification before it would then pass to the sales agent leads that fit a particular criteria.
Phase 3: Intelligent lead scoring
We created a sophisticated lead qualification system that could assess customer responses and automatically score leads based on Consilium's criteria. The AI agent could identify high-value prospects, flag concerns, and route qualified leads to the appropriate sales team members with complete context.
Phase 4: Seamless integration
We integrated the chatbot with Consilium's existing CRM and technology stack. Qualified leads flowed automatically into their sales pipeline with all the information their agents needed to close deals quickly. We implemented security protocols to protect sensitive customer data throughout the automated workflows.
The results
Following training for the company and deployment of the software. Consilium experienced:
Lead volume explosion from 100 per month to over 600 per month and still growing.
700% increase in profit margin from 4% to 32%, fundamentally transforming the business economics.
70%+ reduction in lead qualification time, allowing the sales team to focus on closing deals rather than initial screening.
24/7 lead capture with the AI-powered chatbot providing instant responses regardless of time of day or staff availability.
Consistent qualification quality with every lead assessed using the same rigorous criteria, eliminating human variability.
Dramatic reduction in required sales hires, avoiding the need to proportionally scale headcount with lead volume.
Valuable analytics insights helping leadership identify lead quality patterns and optimise their sales funnel more effectively.
Consilium Energy transformed from a business constrained by manual processes to one that could handle exponential growth with dramatically improved profitability.
Key Takeaways
Consilium Energy proves that AI isn't just for tech giants. Even established businesses in traditional industries can achieve transformative results by strategically applying AI to their specific bottlenecks.
The key is identifying where manual processes create scaling limitations, then building AI solutions that handle high-volume tasks while keeping humans in the loop for judgment and relationship-building. For businesses facing similar challenges where growth is limited by manual qualification, assessment, or triage processes, AI-powered automation can fundamentally change the economics of scaling.
The results
Following training for the company and deployment of the software. Consilium experienced:
Lead volume explosion from 100 per month to over 600 per month and still growing.
700% increase in profit margin from 4% to 32%, fundamentally transforming the business economics.
70%+ reduction in lead qualification time, allowing the sales team to focus on closing deals rather than initial screening.
24/7 lead capture with the AI-powered chatbot providing instant responses regardless of time of day or staff availability.
Consistent qualification quality with every lead assessed using the same rigorous criteria, eliminating human variability.
Dramatic reduction in required sales hires, avoiding the need to proportionally scale headcount with lead volume.
Valuable analytics insights helping leadership identify lead quality patterns and optimise their sales funnel more effectively.
Consilium Energy transformed from a business constrained by manual processes to one that could handle exponential growth with dramatically improved profitability.
Key Takeaways
Consilium Energy proves that AI isn't just for tech giants. Even established businesses in traditional industries can achieve transformative results by strategically applying AI to their specific bottlenecks.
The key is identifying where manual processes create scaling limitations, then building AI solutions that handle high-volume tasks while keeping humans in the loop for judgment and relationship-building. For businesses facing similar challenges where growth is limited by manual qualification, assessment, or triage processes, AI-powered automation can fundamentally change the economics of scaling.
The results
Following training for the company and deployment of the software. Consilium experienced:
Lead volume explosion from 100 per month to over 600 per month and still growing.
700% increase in profit margin from 4% to 32%, fundamentally transforming the business economics.
70%+ reduction in lead qualification time, allowing the sales team to focus on closing deals rather than initial screening.
24/7 lead capture with the AI-powered chatbot providing instant responses regardless of time of day or staff availability.
Consistent qualification quality with every lead assessed using the same rigorous criteria, eliminating human variability.
Dramatic reduction in required sales hires, avoiding the need to proportionally scale headcount with lead volume.
Valuable analytics insights helping leadership identify lead quality patterns and optimise their sales funnel more effectively.
Consilium Energy transformed from a business constrained by manual processes to one that could handle exponential growth with dramatically improved profitability.
Key Takeaways
Consilium Energy proves that AI isn't just for tech giants. Even established businesses in traditional industries can achieve transformative results by strategically applying AI to their specific bottlenecks.
The key is identifying where manual processes create scaling limitations, then building AI solutions that handle high-volume tasks while keeping humans in the loop for judgment and relationship-building. For businesses facing similar challenges where growth is limited by manual qualification, assessment, or triage processes, AI-powered automation can fundamentally change the economics of scaling.
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