Depth
Physics and hard-engineering roots. From customer apps to EDA and scientific systems.
Forward-deployed AI engineering
Senior engineers embed with your team and ship complex AI into production — from customer products to semiconductor-grade systems.
The model is not the bottleneck
Data boundaries, permissions, legacy systems, domain knowledge, users, and accountability are where most pilots stall. That is where DLY starts.
Physics and hard-engineering roots. From customer apps to EDA and scientific systems.
Senior engineers work with your team, project-based or long-term — not hands-off.
We ship, evaluate, deploy, document, and hand over the work we build.
What we ship
Production AI features, agents, and workflows built around the way your users already work.
Search, analysis, reporting, and decision support that respects your data, permissions, and controls.
AI systems for industrial software, scientific computing, automation, and edge environments.
A record of delivery
We have delivered across 20+ domains, including consumer AI, enterprise knowledge systems, industrial software, and scientific computing.
Selected work

Consumer legal tech
An AI intake agent that ranks lawyers by fit and pre-fills booking to an open slot.
View all work
Crypto & fintech
A risk layer that screens every recipient address and narrates market moves in plain language.
View all work
Digital health
A guardrailed health-chat agent that answers safely and escalates red flags to a professional.
View all workHow we work
We assess the workflow, constraints, and fit, then return a tailored next step within 72 hours.
Senior engineers embed with your team to design, build, evaluate, and keep the work moving.
We deploy the system, document it, train your team, and stay accountable through acceptance.
Frequently asked
We work as an embedded senior engineering team. We take responsibility for the problem, not a queue of tickets.
Yes. Forward-deployed work is designed to complement your team, systems, and domain knowledge.
Yes. Source code, deployment documentation, and handover training are part of a completed engagement.
Yes. The architecture is shaped around the data, security, and deployment boundaries of the work.