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.
Four ways we engage.
Four engagement models, depending on what your team needs. All staffed with senior engineers, architecture-led, built for long-term success.
- 01
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.
Team augmentation in detailCapabilities
- 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
- 02
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.
Discuss your AI systemCapabilities
- RAG pipelines with production retrieval
- LLM orchestration and prompt engineering
- Voice AI agents — real-time speech, telephony, and receptionist workflows
- Vector database architecture
- AI agent development
- MLOps and deployment pipelines
- 03
Platform Engineering
Infrastructure & reliability
Cloud infrastructure, CI/CD, and operational stability. Platforms that support production AI workloads and scale with your growth.
Platform engineering in detailCapabilities
- 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)
- 04
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.
Product development in detailCapabilities
- 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
We are selective on purpose.
The best outcomes come from the right partnerships. Here is who we work best with — and who we are not built for.
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)
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
How we engage.
A straightforward process focused on finding the right fit and delivering value quickly.
Fit Conversation
We discuss your challenges, team structure, and timeline. No sales pitch—just an honest assessment of whether we can help.
Team Design
We propose a team composition based on your needs. You meet the engineers who would work on your project.
Integration
Our engineers join your standups, use your tools, and work within your processes. We adapt to you, not the other way around.
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.