AI Integration Services
AI chatbots, LLM API integration, AI-powered search, workflow automation, and custom AI solutions.
Challenges We Solve
Problem: Customer support team overwhelmed with repetitive questions
Solution: AI chatbot that handles common queries 24/7, escalating complex issues to human agents
Problem: Hours spent manually processing invoices, forms, or documents
Solution: AI-powered document extraction that pulls structured data from unstructured documents in seconds
Problem: Site search returns irrelevant results, frustrating users
Solution: Semantic search that understands what users mean, not just what they type
Problem: Want to use AI but unsure where it actually adds value
Solution: Use case discovery workshop that identifies concrete, high-ROI AI opportunities in your workflow
What We Offer
AI Chatbot Development
Customer-facing chatbots that answer questions, qualify leads, and handle support tickets using LLMs.
LLM API Integration
Integrate OpenAI GPT, Anthropic Claude, or Google Gemini into your existing applications and workflows.
AI-Powered Search & Recommendations
Semantic search and personalized recommendations that understand user intent, not just keywords.
AI Workflow Automation
Automate document processing, data extraction, content generation, and repetitive tasks with AI.
Custom AI Solutions
Purpose-built AI features tailored to your industry — from invoice parsing to medical report summarization.
Technologies We Use
Our Process
- 1
Use Case Discovery AI-Enhanced
We identify where AI adds measurable value in your business — not where it sounds impressive.
AI-assisted workflow analysis to find high-ROI automation opportunities
- 2
Proof of Concept AI-Enhanced
A working prototype that demonstrates the AI solution with your real data.
Rapid prototyping with multiple LLM providers to find the best fit
- 3
Development & Fine-tuning AI-Enhanced
Building the production solution with proper prompt engineering, guardrails, and error handling.
Automated prompt testing and response quality evaluation
- 4
Integration & Deployment
Connecting the AI solution to your existing systems and deploying to production.
- 5
Monitoring & Iteration AI-Enhanced
Tracking AI response quality, costs, and user satisfaction to continuously improve.
Automated quality monitoring and cost optimization alerts
Who This Is For
- Businesses spending hours on repetitive tasks that AI can automate (data entry, document processing, email responses)
- Companies wanting to add a smart chatbot to their website or app for lead qualification or customer support
- E-commerce stores needing better product search and personalized recommendations
- Teams that want to use AI but don't know where to start or which provider to choose
- Organizations with domain-specific data that could power a custom AI feature
We help businesses integrate AI where it actually matters — not as a buzzword, but as a tool that saves time, reduces costs, and improves customer experience. From chatbots and document processing to semantic search and workflow automation, we build AI solutions grounded in real business outcomes.
Every engagement starts with understanding your specific challenges. We prototype quickly, test with your real data, and only move to production when the AI demonstrably outperforms the manual process it replaces.
Why Choose QrComTech for AI Integration
QrComTech has hands-on experience integrating OpenAI GPT-4, Anthropic Claude, and Google Gemini into production applications. We’ve built AI chatbots that handle 70%+ of customer queries without human intervention, document processing systems that reduce manual data entry by 85%, and semantic search implementations that improve result relevance by 3x compared to keyword search.
We don’t just call APIs — we engineer complete solutions with proper prompt engineering, response validation, cost optimization, and graceful fallback handling. Every AI feature we build includes guardrails against hallucination and clear escalation paths to human operators.
Common AI Integration Use Cases
Customer Support Automation: AI chatbots trained on your product documentation that answer questions 24/7, qualify leads, and escalate complex issues to human agents. Typical result: 60-80% reduction in routine support tickets.
Document Processing: Extract structured data from invoices, contracts, forms, and reports using LLM-powered extraction. Handles varied formats without rigid templates. Typical result: 85-95% reduction in manual data entry time.
Semantic Search: Replace keyword search with AI-powered search that understands user intent. Works for internal knowledge bases, product catalogs, and help centers. Typical result: 3x improvement in search result relevance.
Workflow Automation: Automate decision points in business processes — email routing, lead scoring, content categorization, approval workflows. Typical result: 50-70% reduction in manual review time.
Our AI Technology Stack
We work with all major LLM providers and choose based on your specific requirements:
- OpenAI GPT-4/GPT-4o — Best for general-purpose tasks, code generation, and structured output
- Anthropic Claude — Best for long documents, nuanced analysis, and safety-critical applications
- Google Gemini — Best for multimodal tasks and Google Workspace integration
- LangChain — For complex multi-step AI workflows with tool use and retrieval
- Vector databases (Pinecone, ChromaDB) — For semantic search and RAG (Retrieval-Augmented Generation)
Pricing
| Solution Type | Typical Cost | Timeline |
|---|---|---|
| Simple chatbot (FAQ-based) | ₹1-2 Lakhs | 2-3 weeks |
| Custom chatbot with RAG | ₹3-5 Lakhs | 4-6 weeks |
| Document processing system | ₹3-7 Lakhs | 4-8 weeks |
| Semantic search implementation | ₹2-5 Lakhs | 3-6 weeks |
| Full AI workflow automation | ₹5-10 Lakhs | 6-12 weeks |
Ongoing API costs (OpenAI, Claude, etc.) are billed separately based on usage. We help you optimize prompts and caching to minimize costs — typical monthly API spend for a chatbot is ₹2,000-10,000 depending on volume.
Frequently Asked Questions
Which AI provider do you recommend — OpenAI, Claude, or Gemini?
It depends on your use case. OpenAI GPT excels at general tasks and code generation. Claude is strong for long documents and nuanced analysis. Gemini integrates well with Google services. We prototype with multiple providers and recommend based on quality, cost, and latency for your specific needs.
How much does AI integration cost?
A simple chatbot integration starts around ₹1-2 lakhs. Custom AI solutions with fine-tuning and complex workflows range from ₹3-10 lakhs. Ongoing API costs depend on usage volume — we help you optimize for cost efficiency.
Will AI replace my team?
No. We build AI tools that augment your team's capabilities — handling repetitive tasks so your people can focus on work that requires judgment, creativity, and human connection.
How do you handle AI hallucinations and incorrect responses?
We implement guardrails including response validation, source citation, confidence scoring, and human-in-the-loop escalation for critical decisions. No AI system is perfect, so we design for graceful failure.
Can you integrate AI into our existing application?
Yes. We add AI features to existing web apps, mobile apps, and backend systems through API integration. You don't need to rebuild anything — we work with your current tech stack.
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