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 212+ 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.
How we work
We start with a hands-on audit of your business: processes, data, team workflows, existing tools. No assumptions. We test ideas on your real data before recommending anything.
We design and deploy AI systems tailored to your operations. Production-grade from day one, not prototypes that need "another phase" to actually work.
AI moves fast. We stay embedded as a continuous innovation partner, bringing new capabilities into your business as models and tools improve, monthly, quarterly, always.
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.
Who we are
We are not consultants. We are founders, CTOs, and engineers who have built and managed companies.
We apply the same approach to our clients' projects: results-oriented, concrete timelines, systems that work on day one in production.
Our core team brings vertical expertise across computer vision, content generation, finance, software, hardware, and networking, from web2 to web3. For each project, we assemble the right specialists around a dedicated technical lead.
How we build
We design systems around AI capabilities from the start, not bolt them on as an afterthought.
Repetitive operations run autonomously. Humans intervene only at critical decision points.
We build for the hard 20%: error handling, validation, fallbacks, monitoring. It works on day one.
We select and combine different AI models per task, optimising for performance, cost, and reliability.
Building something with AI? Need research support? Or just want to talk about what we're finding.
