AI integrations
Integrate AI and LLMs into your business workflows - from VoIP intelligence to document automation and smart assistants.
About this service
Our AI Integrations service brings the power of large language models, machine learning, and intelligent automation directly into your existing business workflows. We don't build AI for the sake of it - we identify high-impact use cases where AI delivers measurable ROI: reducing manual work, improving decision quality, and unlocking new capabilities.
From VoIP call intelligence and real-time transcription to document processing, smart assistants, and predictive analytics - we integrate models from OpenAI, Anthropic, open-source LLMs, and custom-trained solutions into your tech stack. Projects like VoIP analytics platforms and OpenClaws demonstrate our hands-on experience shipping production AI systems.
How we work
AI Opportunity Audit
Analyze your workflows to identify where AI delivers the highest ROI - not just where it's trendy.
Proof of Concept
Build a working PoC in 2–4 weeks to validate accuracy, latency, and business value before full investment.
Production Integration
Engineer robust API layers, prompt pipelines, vector stores, and fallback logic for production reliability.
Monitoring & Optimization
Track model performance, cost, latency, and quality - with continuous prompt tuning and model upgrades.
What makes us different
LLM Integration
Connect GPT-4, Claude, Mistral, or open-source models to your products via robust API layers with fallback logic.
VoIP Intelligence
Real-time call transcription, sentiment analysis, key phrase extraction, and automated call summaries for sales and support teams.
Document Automation
Extract data from invoices, contracts, and forms using OCR + LLM pipelines - replacing hours of manual data entry.
AI Assistants & Chatbots
Context-aware conversational agents with RAG (Retrieval-Augmented Generation) grounded in your company knowledge base.
Vector Search & RAG
Semantic search over your documents, products, or knowledge base using embeddings and vector databases like Pinecone or Weaviate.
Predictive Analytics
Forecast demand, detect anomalies, score leads, and predict churn using ML models trained on your business data.
Do we need our own AI models or can we use APIs?
Most businesses get the best results starting with API-based models (OpenAI, Anthropic) wrapped in custom prompt engineering and RAG pipelines. We recommend custom model training only when your data is truly unique or regulatory requirements demand it.
How do you handle data privacy with AI?
We architect solutions with data privacy by design - using on-premise models when needed, anonymizing PII before processing, and ensuring compliance with GDPR and your internal data policies.
What kind of ROI can we expect?
Typical AI integration projects reduce manual processing time by 60–90%, improve response accuracy, and pay for themselves within 3–6 months. We always validate ROI in the PoC phase before full investment.
Can you integrate AI into our existing software?
Absolutely. We specialize in embedding AI into existing systems - adding intelligence to your current CRM, ERP, helpdesk, or custom platforms without replacing them.
What are VoIP and OpenClaws?
These are real projects we've delivered - VoIP analytics platforms with real-time call intelligence, and OpenClaws, an AI-powered tool for automated data extraction and analysis. They demonstrate our production experience with AI systems.