DVNx designs and builds AI systems that automate processes, accelerate sales, and give your team superpowers. Production-grade, not prototypes.
Research
We read the papers, analyze the findings, and publish original research on how AI models behave, fail, and evolve.
Benchmarks
Live intelligence rankings, pricing, and performance data for 191+ AI models. Updated weekly with verified data.
Engineering
We build AI systems for businesses — autonomous agents, data platforms, and intelligent pipelines. Production-grade, not prototypes.
What we build
Full-stack. AI-native. Production-ready. One team, one codebase, everything works together.
Complete applications with AI at the core — not bolted on. Multi-agent systems, intelligent pipelines, products that think and act autonomously.
Real-time systems that ingest, process, and visualize data from multiple sources. Live dashboards, monitoring, alerts, automated analysis.
Systems that run without human intervention. Content engines, monitoring agents, qualification pipelines. Set them up, let them work.
Backend, frontend, APIs, integrations, deployment. The entire stack — not just the AI layer. One team. One codebase.
Selected work
Not concepts. Not mockups. Real systems handling real data for real users.
A complete operating system for a 6-website business. Real-time dashboards from 8 live integrations. AI agents monitor SEO, ads, CRM, finances — generating daily executive briefings autonomously. Two people run what competitors staff fifty for.
Real-time global conflict monitor. Ingests live news, classifies events by type and severity, pins them on an interactive map.
Organic traffic engine. Automates high-quality blog content with proper research, citations, and brand tone matching.
The lab
DVNx builds AI systems for production and publishes research on how they behave. We investigate model performance, multi-agent dynamics, and the engineering practices that make AI actually work — then we share everything we find.
Our benchmark system tracks 200+ models with verified data. Our research agent reads hundreds of papers and produces original analysis weekly. Everything we build teaches us something, and everything we learn becomes public.
Read our whitepaperBuilding something with AI? Need research support? Or just want to talk about what we're finding.