Customer Engagement

AI-Driven CRM Transformation & Innovation

Our Client’s Backstory

Our US-based client operates in the Customer Relationship Management (CRM) sector, founded by industry veterans with over two decades of experience. Initially conceived as a specialized Salesforce wrapper, the product evolved into a standalone, award-winning enterprise platform under Klika’s technical stewardship. The mission was to redefine CRM for manufacturers by automating administrative burdens through the integration of Artificial Intelligence, allowing sales teams to pivot from data entry to high-value relationship management.

The Challenge

The primary challenge lay in integrating AI capabilities into an established enterprise workflow without compromising system integrity or data security. Key challenges included:

Intuitive AI Orchestration: Seamlessly embedding AI features into existing workflows to ensure they felt like essential tools rather than experimental add-ons.
Data Ingestion & Synthesis: Developing a reliable method to transcribe, summarize, and extract actionable insights from high volumes of VoIP call recordings and email threads.
Complex Information Retrieval: Engineering a system capable of querying both structured SQL data and unstructured communication logs in real-time.
Architectural Scalability: Ensuring that new AI-driven features remained cost-effective, easily testable, and compatible across all global environments.

The Solution

Klika engineered an AI-first architecture, leveraging Retrieval-Augmented Generation (RAG) and specialized LLM integrations to transform the CRM experience. Our solution included:

Automated Communication Intelligence

Integrated Twilio VoIP, Deepgram, and Google Speech-to-Text to record, transcribe, and automatically summarize client calls, saving users hours of manual documentation monthly.

RAG-Powered AI Assistant

Developed a context-aware chatbot for every customer page, utilizing vectorized storage and RAG to provide instant, accurate answers about client history and business health.

Hybrid Data Architecture

Engineered a specialized layer to handle structured SQL data within vector storage, enabling high-speed pattern recognition across large-scale datasets.

Autonomous Knowledge Expansion

Built a custom Domain Specific Language (DSL) that allows the AI to autonomously request missing information from the backend, continuously expanding its internal knowledge base.

Personalized Assistant Threads

Assigned individual OpenAI assistant threads to each user account, allowing the AI to learn specific customer contexts and proactively generate potential Q&A scenarios.

The Solution

Klika engineered an AI-first architecture, leveraging Retrieval-Augmented Generation (RAG) and specialized LLM integrations to transform the CRM experience. Our solution included:

Automated Communication Intelligence

Integrated Twilio VoIP, Deepgram, and Google Speech-to-Text to record, transcribe, and automatically summarize client calls, saving users hours of manual documentation monthly.

RAG-Powered AI Assistant

Developed a context-aware chatbot for every customer page, utilizing vectorized storage and RAG to provide instant, accurate answers about client history and business health.

Hybrid Data Architecture

Engineered a specialized layer to handle structured SQL data within vector storage, enabling high-speed pattern recognition across large-scale datasets.

Autonomous Knowledge Expansion

Built a custom Domain Specific Language (DSL) that allows the AI to autonomously request missing information from the backend, continuously expanding its internal knowledge base.

Personalized Assistant Threads

Assigned individual OpenAI assistant threads to each user account, allowing the AI to learn specific customer contexts and proactively generate potential Q&A scenarios.

The Solution

Klika engineered an AI-first architecture, leveraging Retrieval-Augmented Generation (RAG) and specialized LLM integrations to transform the CRM experience. Our solution included:

Automated Communication Intelligence

Integrated Twilio VoIP, Deepgram, and Google Speech-to-Text to record, transcribe, and automatically summarize client calls, saving users hours of manual documentation monthly.

RAG-Powered AI Assistant

Developed a context-aware chatbot for every customer page, utilizing vectorized storage and RAG to provide instant, accurate answers about client history and business health.

Hybrid Data Architecture

Engineered a specialized layer to handle structured SQL data within vector storage, enabling high-speed pattern recognition across large-scale datasets.

Autonomous Knowledge Expansion

Built a custom Domain Specific Language (DSL) that allows the AI to autonomously request missing information from the backend, continuously expanding its internal knowledge base.

Personalized Assistant Threads

Assigned individual OpenAI assistant threads to each user account, allowing the AI to learn specific customer contexts and proactively generate potential Q&A scenarios.

The Solution

Klika engineered an AI-first architecture, leveraging Retrieval-Augmented Generation (RAG) and specialized LLM integrations to transform the CRM experience. Our solution included:

Automated Communication Intelligence

Integrated Twilio VoIP, Deepgram, and Google Speech-to-Text to record, transcribe, and automatically summarize client calls, saving users hours of manual documentation monthly.

RAG-Powered AI Assistant

Developed a context-aware chatbot for every customer page, utilizing vectorized storage and RAG to provide instant, accurate answers about client history and business health.

Hybrid Data Architecture

Engineered a specialized layer to handle structured SQL data within vector storage, enabling high-speed pattern recognition across large-scale datasets.

Autonomous Knowledge Expansion

Built a custom Domain Specific Language (DSL) that allows the AI to autonomously request missing information from the backend, continuously expanding its internal knowledge base.

Personalized Assistant Threads

Assigned individual OpenAI assistant threads to each user account, allowing the AI to learn specific customer contexts and proactively generate potential Q&A scenarios.

The Solution

Klika engineered an AI-first architecture, leveraging Retrieval-Augmented Generation (RAG) and specialized LLM integrations to transform the CRM experience. Our solution included:

Automated Communication Intelligence

Integrated Twilio VoIP, Deepgram, and Google Speech-to-Text to record, transcribe, and automatically summarize client calls, saving users hours of manual documentation monthly.

RAG-Powered AI Assistant

Developed a context-aware chatbot for every customer page, utilizing vectorized storage and RAG to provide instant, accurate answers about client history and business health.

Hybrid Data Architecture

Engineered a specialized layer to handle structured SQL data within vector storage, enabling high-speed pattern recognition across large-scale datasets.

Autonomous Knowledge Expansion

Built a custom Domain Specific Language (DSL) that allows the AI to autonomously request missing information from the backend, continuously expanding its internal knowledge base.

Personalized Assistant Threads

Assigned individual OpenAI assistant threads to each user account, allowing the AI to learn specific customer contexts and proactively generate potential Q&A scenarios.

The Result

The integration of advanced AI features has established the platform as a standard tool in the global CRM market, earning multiple industry awards for innovation.

Significant Administrative Time Savings

Eliminated the need for manual call summaries and data entry, allowing sales personnel to focus exclusively on closing deals.

Accelerated Information Retrieval

The "Ask AI" feature drastically reduced the time required to analyze client history, providing near-instant insights from billions of data points.

Enhanced Sales Velocity

Users reported faster deal closure rates due to improved communication tracking and more accurate client context.

Reduced Onboarding Friction

The intuitive AI-driven interface led to a gentler learning curve for new employees and simplified client management for growing teams.

The Result

The integration of advanced AI features has established the platform as a standard tool in the global CRM market, earning multiple industry awards for innovation.

Significant Administrative Time Savings

Eliminated the need for manual call summaries and data entry, allowing sales personnel to focus exclusively on closing deals.

Accelerated Information Retrieval

The "Ask AI" feature drastically reduced the time required to analyze client history, providing near-instant insights from billions of data points.

Enhanced Sales Velocity

Users reported faster deal closure rates due to improved communication tracking and more accurate client context.

Reduced Onboarding Friction

The intuitive AI-driven interface led to a gentler learning curve for new employees and simplified client management for growing teams.

The Result

The integration of advanced AI features has established the platform as a standard tool in the global CRM market, earning multiple industry awards for innovation.

Significant Administrative Time Savings

Eliminated the need for manual call summaries and data entry, allowing sales personnel to focus exclusively on closing deals.

Accelerated Information Retrieval

The "Ask AI" feature drastically reduced the time required to analyze client history, providing near-instant insights from billions of data points.

Enhanced Sales Velocity

Users reported faster deal closure rates due to improved communication tracking and more accurate client context.

Reduced Onboarding Friction

The intuitive AI-driven interface led to a gentler learning curve for new employees and simplified client management for growing teams.

The Result

The integration of advanced AI features has established the platform as a standard tool in the global CRM market, earning multiple industry awards for innovation.

Significant Administrative Time Savings

Eliminated the need for manual call summaries and data entry, allowing sales personnel to focus exclusively on closing deals.

Accelerated Information Retrieval

The "Ask AI" feature drastically reduced the time required to analyze client history, providing near-instant insights from billions of data points.

Enhanced Sales Velocity

Users reported faster deal closure rates due to improved communication tracking and more accurate client context.

Reduced Onboarding Friction

The intuitive AI-driven interface led to a gentler learning curve for new employees and simplified client management for growing teams.

The Result

The integration of advanced AI features has established the platform as a standard tool in the global CRM market, earning multiple industry awards for innovation.

Significant Administrative Time Savings

Eliminated the need for manual call summaries and data entry, allowing sales personnel to focus exclusively on closing deals.

Accelerated Information Retrieval

The "Ask AI" feature drastically reduced the time required to analyze client history, providing near-instant insights from billions of data points.

Enhanced Sales Velocity

Users reported faster deal closure rates due to improved communication tracking and more accurate client context.

Reduced Onboarding Friction

The intuitive AI-driven interface led to a gentler learning curve for new employees and simplified client management for growing teams.

Technology Stack

Ruby on Rails

React

OpenAI (Chat Completions & Assistants)

RAG Architecture

Vector Storage

Twilio VoIP

Deepgram

Google Speech-To-Text

Elasticsearch

Postgres

AWS

Technology Stack

Ruby on Rails

React

OpenAI (Chat Completions & Assistants)

RAG Architecture

Vector Storage

Twilio VoIP

Deepgram

Google Speech-To-Text

Elasticsearch

Postgres

AWS

Technology Stack

Ruby on Rails

React

OpenAI (Chat Completions & Assistants)

RAG Architecture

Vector Storage

Twilio VoIP

Deepgram

Google Speech-To-Text

Elasticsearch

Postgres

AWS

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From Missed Nearby Visits to Optimized Day Plans

We cut planning time 60%, reaching 270+ field users across 20+ organizations in 90 days. Embedded route optimization transformed fragmented workflows into structured daily execution.

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Trust-First AI for Enterprise CRM Engagement

Klika engineered an AI assistant designed to enhance existing workflows through conversational intelligence and automated account summaries.

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High-Scale Omnichannel Customer Engagement

Klika deployed specialized engineering squads to work across five critical domains of the platform.

Customer Engagement

From Missed Nearby Visits to Optimized Day Plans

We cut planning time 60%, reaching 270+ field users across 20+ organizations in 90 days. Embedded route optimization transformed fragmented workflows into structured daily execution.

Customer Engagement