Real-world implementations and lessons learned
13 articles
Sick of overpaying for clunky VoIP services, we coded our own AI-enhanced phone system. V1 was live in 60 minutes. LangChain automations followed an hour later. Today it powers our outbound calling.
Case study: Production AI agent deployed in 2 weeks, replacing failing chatbot. $10,000+ monthly savings, 50% ticket reduction, ROI in under 60 days. LangChain, RAG, WebLLM, intent recognition.
Gartner predicts 40% of enterprise apps will have task-specific AI agents by 2026. Your competitors are deploying them now. Are you choosing to win or choosing to lose? The window closes in 12 months.
Building intelligent multi-agent systems with WebLLM, democratic governance, and spatial coordination. A deep dive into agent orchestration platforms, custom solutions vs. walled gardens, and lessons from Magick ML.
How we added an explainable agentic layer to our Contact page to filter gibberish and low-quality submissions without blocking real prospects.
How enterprises are deploying browser-native AI models with complete privacy, zero data transmission, and maximum security compliance.
How a pragmatic, vendor-agnostic approach outperforms single-vendor choices and unlocks measurable ROI with hybrid AI.
How we help established software agencies build AI practices and create strategic partnerships in the DMV area.
How we built a conversational AI agent that saves a professional DJ hundreds of hours by automating audio stem discovery and organization.
Comprehensive AI readiness and process optimization discovery across four divisions of a publicly traded manufacturing company, leading to successful acquisition.
How we delivered our signature AI workshop series to diverse audiences, from high school students to business owners, with outstanding results.
How we developed a comprehensive four-part AI lecture series for art students, introducing AI concepts safely and responsibly while providing practical learning opportunities.
A meta case study: How Virgent AI uses agents, embedded prompts, and agentic design principles on our own website to optimize inbound lead qualification and customer experience.