DashOne embeds Forward Deployed Engineers with your team for 4–12 weeks and turns your AI roadmap into production systems. Not slides. Not pilots. Production.
A senior engineer who deploys with your team — not for it. Origin: Palantir. Now standard at Anthropic, OpenAI, and every serious AI infra company. The role exists because shipping AI isn't a research problem — it's an integration problem.
Our engineers write production code in your repo. Review PRs. Own the deploy. The output is software that runs, not a deck that recommends.
Measured by what shipped and what moved — conversion, latency, accuracy. Not by hours billed or workshops run.
We join your Slack. Sit in your standups. Pair with your team. The handover is your team running the system — on their own.
Both important. Different jobs. Most companies hire one and need the other.
The 95% problem
MIT reports 95% of enterprise AI pilots fail to reach production. The cause isn't the model — it's the missing engineering layer between the model and the business. That layer is what DashOne's FDEs own.
01
Multi-step agents with proper orchestration, tool use, MCP integrations, observability and cost guardrails. Not demos — systems your users can rely on.
02
Memory, retrieval, prompt caching, and the architecture that makes responses accurate, cheap and reproducible. The work that separates shipping from prototyping.
03
Policy engines outside the model, output validation, red-teaming, structured evals tied to your business metrics. The compliance and reliability layer.
04
Your team owns it after we leave. Pairing, code reviews, internal docs, runbooks. The deliverable is your engineers doing this without DashOne.
Public material from the DashOne team on enterprise AI architecture. Interactive — open on any device.
12 slides — Why system design replaces prompt design. From Karpathy to Gartner.
Open deck → Architecture11 slides — The 8 layers from end user to models. The full enterprise stack.
Open deck → Guía ejecutiva · ROI9 capítulos — 95% de pilotos no escala. Los números, riesgos y palancas de ROI que separan a los que sí.
Open deck → Arquitectura visualLanding visual — Las 8 capas de la arquitectura de IA empresarial, capa por capa.
Open deck →Jules has spent 20+ years shipping compliant, delightful and production-ready software — most recently as an FDE for companies integrating AI into their core product. He works with a small number of teams at a time so engagements stay high-leverage.
Based in Mérida, Yuc. Mexico. Works globally. Available for 4–12 week engagements.
"The gap between 'generally intelligent' and 'specifically useful' is where most AI work fails. Closing that gap is the entire job."
Tell DashOne about your team, your stack, and what you're trying to ship. We'll reply within 48 hours.