25 years of architecture × AI acceleration

Experience,
accelerated.

Your most important software should move at the speed of AI—without surrendering judgment. Our senior engineers lead every decision. AI compresses the work between them.

// the augmented sdlc

Agents do the work. Seniors own it.

01

Precision discovery

Agents read your systems.

how
Our agents ingest existing codebases, logs, and requirements so architecture starts from evidence instead of a discovery call. Want an NDA? We are glad to sign one — available, never required.
02

Accelerated engineering

Agents build. Seniors review.

how
Coding agents handle scaffolding, integration, and test coverage under review by engineers with 8–20 years of production experience. Nothing ships without a senior signing off.
03

Your first working demo

Running in ~2 weeks.

how
Access to a real dev environment with a working slice of the build, often as early as two weeks. We work async and online-first so we stay heads-down building.
02

What we do

The operating model

We don't sell AI.
We deliver better software.

AI belongs in the engine room, not the driver's seat. We combine senior product and engineering judgment with AI-native delivery to move from uncertainty to working software—faster, with control.

01

AI Automation

Automate the repetition.

Agent pipelines, orchestration, and internal tooling that take recurring work off your team. CI/CD, data pipelines, and the glue between systems that never quite talked to each other.

n8nAirflowMCPWebhooksZapier
02

AI Applications

Build the intelligence.

Retrieval, agents, and LLM pipelines built to survive real traffic — not demos that fall over in week three. Evaluation, guardrails, and cost control from the start.

OpenAIAnthropicLangChainRAGpgvector
03

Production Engineering

Own the outcome.

Architecture, integration, containers, TLS, observability, and zero-downtime rollouts. This is the part that decides whether an AI feature reaches production or dies in staging.

DockerKubernetesTraefikAWSGCP

// the terms

Answered before you ask.

Fixed price
One number agreed up front, no hourly meter, no open-ended time-and-materials. Milestone-based payments; no surprise final invoice. Ongoing advisory work runs as a retainer instead — see Pricing.
You own your data
Your project data is yours, always — during the engagement and after it.
NDA on request
Available from day one, never required to start a conversation.
Synthetic data only
Customer data is synthesized or anonymized before it reaches any LLM.
MSA + SOW
Standard contract vehicles. We fit enterprise procurement, vendor onboarding, and RFP processes.
Source available
By default you get a maintained working product and DVM keeps the underlying IP. Full source plus an unrestricted license is a priced add-on — agreed up front, never surprise-charged.

// the product is yours

You get a working product. Own it outright if you want.

how ownership works
By default you get a maintained, working product and you own your data — DVM keeps the underlying IP. The complete source code plus a full, unrestricted license is available as a priced add-on, yours to run anywhere. The add-on includes escrow if you want it, signed license terms, build artifacts, and runbooks.
  • Working, maintained product — the standard engagement
  • You own your project data, always
  • CI/CD pipelines, deploy scripts running
  • Architecture decision records
  • Add-on: full license + source code

// next step

Tell us what you're building.
We'll send back a real scope.

Fixed-price scope in 2–3 business days.

B2B mostly. Individual founders welcome.