OUR SERVICES
AI Integration
We build practical AI features that save your team real time — customer support bots, document processing, intelligent search, and workflow automation using Claude, OpenAI, and LangChain. No hype, no experiments. Just AI that works in production.
Why Choose AI Integration
Production-Ready AI
We don't build demos — we build AI features that run reliably in production. Proper error handling, fallbacks, rate limiting, and cost monitoring from day one.
RAG & Knowledge Systems
Retrieval-augmented generation that lets your users search internal docs, knowledge bases, and databases with natural language. Accurate answers, not hallucinations.
Intelligent Automation
Document processing, data extraction, content generation, and workflow automation. We identify where AI adds real value and skip the places it doesn't.
Model-Agnostic Approach
Claude, OpenAI, open-source models — we use whatever fits your requirements for accuracy, cost, and privacy. No vendor lock-in, easy to swap models as the space evolves.
How We Deliver
AI Opportunity Assessment
We identify which parts of your product or workflow would genuinely benefit from AI — and which wouldn't. Not every problem needs a language model.
Proof of Concept
A focused prototype that validates accuracy, latency, and cost with your actual data. You see real results before committing to a full implementation.
Production Integration
We integrate AI features into your existing product with proper guardrails — rate limiting, cost controls, fallback logic, and monitoring dashboards.
Optimization & Monitoring
Ongoing prompt refinement, model evaluation, and cost optimization. We track accuracy metrics and continuously improve the AI's performance over time.
Related Work
AI Integration
AI Customer Support Agent
Claude-powered chatbot handling 70% of support tickets automatically
AI Automation
Intelligent Document Processor
AI-powered data extraction from invoices, contracts, and forms
AI Platform
RAG-Powered Knowledge Base
Natural language search across internal company documentation
Frequently Asked Questions
We work with Claude (Anthropic), OpenAI (GPT-4, GPT-3.5), and open-source models via LangChain. We also have experience with embedding models, vector databases like Pinecone and Weaviate, and multimodal capabilities. We recommend the best model for your use case based on accuracy, cost, and data privacy needs.
Yes — most of our AI work involves integrating intelligent features into existing products. Chat assistants, document processing, smart search, content suggestions — we add AI capabilities without disrupting what's already working.
We build cost monitoring and controls into every AI integration. Token usage tracking, caching to avoid redundant API calls, model routing (using cheaper models for simple tasks), and alerts when usage spikes. You'll never be surprised by your AI bill.
We take data privacy seriously. We can deploy with API providers that don't train on your data, use local models for sensitive information, and implement data masking pipelines. We'll design the architecture around your compliance requirements.
Ready to Add AI to Your Product?
Tell us what problem you want AI to solve. We'll assess feasibility, recommend the right approach, and show you what's possible — no obligation.