We Don't Just Advise on AI
We Build It.
Built with industry-leading AI infrastructure
AI Systems That Actually Run in Production
Most AI agencies sell strategy decks or build throwaway prototypes. We do neither. Every system we ship runs daily, with real users, and improves over time.
RAG assistants, help desk bots, and internal knowledge search that actually understand your company's data.
LLM-powered data transformation. Messy PDFs, spreadsheets, and transcripts in — clean, structured intelligence out.
n8n orchestration, webhook architectures, and system integrations that eliminate manual handoffs across your stack.
Multi-agent systems with faithfulness scoring, hallucination detection, and evaluation frameworks baked in from day one.
Guided conversation experiences that replace manual intake — from customer discovery to structured data extraction.
Always-on content pipelines with human-in-the-loop oversight. Research, generation, approval, and publishing — automated.
From first sketch to functional prototype. For teams testing new ideas or businesses building their first product.
End-to-end: discovery, design, build, deploy, and measure. One team, the entire AI lifecycle, no gaps.
From Discovery to Deployment
Every engagement follows a proven five-phase process. No shortcuts, no handoffs, no gaps.
We Start by Listening
Stakeholder interviews, call transcript reviews, process mapping. We prove we understand your problem before writing a single line of code.
What Makes Us Different
Most AI agencies either sell strategy decks or build throwaway prototypes. DVS does neither.
Builders, Not Advisors
We write code, not slide decks. Every system listed on this site was designed, coded, deployed, and monitored hands-on by our team.
Every engagement results in a working production system.Production-Grade, Not Prototypes
The systems we build run in production, get used daily by real teams, and have evaluation systems measuring their accuracy. Not demos that sit on a shelf.
Built with Docker, CI/CD, and real infrastructure.Business Problems First
Every engagement starts with the operational pain point — not a hypothesis about what AI could do. The technology is the means, not the end.
Discovery-first approach. Always.Full-Stack AI Delivery
From data extraction to LLM processing to evaluation to deployment. One team handles your entire lifecycle — no handoffs to juggle.
Discovery → Design → Build → Deploy → Measure.Systems That Improve
Built-in evaluation frameworks, accuracy tracking, and systematic prompt iteration mean your AI systems get measurably better over time.
LangWatch observability on every deployment.Built on Technology That Scales
Every technology in our stack has earned its place through production deployments — not hype cycles.
AI & LLM
Orchestration
Data & Storage
Infrastructure
Evaluation
Extraction
Let's Turn Your AI Vision
Into a Production System
Every engagement starts with a free discovery call. We'll map your processes, identify automation opportunities, and tell you honestly if AI is the right solution.
No sales pitch. No commitment. Just a technical conversation about what's possible.