Senior Engineering Teams.
For Product Companies.

We embed senior engineers with product companies building AI-powered products. Long-term partnerships, architecture-led delivery, production-grade systems.

We Work Best With

  • Product companies building or scaling AI-powered products
  • Funded startups (Series A+) with product-market fit
  • Engineering leaders who want senior partners, not vendors
  • Teams planning 6-12+ month engagements
  • Companies with established product vision and roadmap

Not the Right Fit

  • Quick MVPs or proof-of-concepts
  • Cost optimization or offshore arbitrage
  • Staff-aug with rotating contractors
  • Projects without clear product ownership
  • Short-term engagements (< 6 months)

How We Work With You

Four engagement models, depending on what your team needs. All staffed with senior engineers, architecture-led, built for long-term success.

Team Augmentation

Embedded Engineering Pods

Senior engineers who integrate with your team for 6-12+ month engagements. Not contractors—partners who take ownership of the systems they build.

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Capabilities

Senior-only engineers (8+ years experience)
Architecture-led delivery
US timezone overlap (4+ hours daily)
Full integration with your tools and processes
Long-term ownership mindset
Technical leadership and mentoring

AI & LLM Development

Production AI Systems

RAG pipelines, LLM orchestration, and intelligent automation. We build AI systems that work in production—not demos that fall apart at scale.

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Capabilities

RAG pipelines with production retrieval
LLM orchestration and prompt engineering
Vector database architecture
AI agent development
Model fine-tuning and optimization
MLOps and deployment pipelines

Platform Engineering

Infrastructure & Reliability

Cloud infrastructure, CI/CD, and operational stability. Platforms that support production AI workloads and scale with your growth.

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Capabilities

AWS / Azure / Google Cloud architecture
Infrastructure as code (Terraform, Pulumi)
CI/CD pipeline design
Kubernetes and container orchestration
Monitoring and observability
Security and compliance (SOC 2, HIPAA)

Product Development

Full-Stack Engineering

End-to-end product engineering for companies building new products or features. We provide the engineering team—you maintain product ownership.

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Capabilities

Mobile apps (React Native, Flutter, Native)
Web platforms (Next.js, React)
Backend services (Node.js, Python, Go)
API design (REST, GraphQL)
AI-powered features integration
Database design and optimization

How We Engage

A straightforward process focused on finding the right fit and delivering value quickly.

01

Fit Conversation

We discuss your challenges, team structure, and timeline. No sales pitch—just an honest assessment of whether we can help.

02

Team Design

We propose a team composition based on your needs. You meet the engineers who would work on your project.

03

Integration

Our engineers join your standups, use your tools, and work within your processes. We adapt to you, not the other way around.

04

Delivery

We ship production code, own the systems we build, and stay engaged for the long term. Your success is our success.

Let's See If We Are a Fit

We are selective about the projects we take on—not because we are trying to be exclusive, but because the best outcomes come from the right partnerships. If you are building something meaningful and need senior engineering help, let's talk.