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Embedded Software Consulting

Engineering Teams

High-trust engineers integrated into your product and delivery rhythm, with the expectation that they solve problems, remove drag, and ship meaningful work.

Engineering Teams
  • Data, ML, full-stack, and infra engineers

  • Delivery-oriented teams, not staff augmentation

  • Flexible: scale up/down based on project phase

What You Get

Delivery-oriented teams that integrate with your organization

#1

Multi-Discipline Engineers

Data, ML, full-stack, and infrastructure engineers with production experience across the stack you actually need covered.

#2

Delivery, Not Staff Aug

Teams oriented around shipping outcomes, not filling seats. They own their work end-to-end and are accountable for results.

#3

Elastic Scaling

Scale up or down based on project phase — ramp for builds, slim for maintenance, without renegotiating contracts.

#4

Cross-Functional Composition

Engineers, data scientists, and analysts composed into teams that match your product's actual technical demands.

Team Composition

Cross-functional engineers, data scientists, and analysts

ML / AI Engineers

Build and deploy production ML models, LLM integrations, RAG pipelines, and computer vision systems.

Data Engineers

Design and build data platforms, ETL/ELT pipelines, warehouses, and real-time streaming architectures.

Full-Stack Engineers

Ship production web and mobile applications with React, Next.js, Python, TypeScript, and Swift.

Infrastructure Engineers

Provision and manage cloud infrastructure with Terraform, CDK, Docker, CI/CD, and monitoring.

Frequently Asked Questions

Staff augmentation gives you bodies. We give you a delivery-oriented team that owns outcomes. Our engineers participate in architecture decisions, write tests, set up CI/CD, and ship production code. We are accountable for delivery, not just hours.
We join your Slack/Teams, attend standups, participate in sprint planning, and follow your processes. From the outside, our engineers are indistinguishable from your internal team - except they come with deep AI and data engineering expertise.
Absolutely. Flexibility is core to our model. Need 3 engineers for a launch sprint and 1 for maintenance? We scale with your project phases. No long-term headcount commitments required.
That is often the goal, and we support it. Our Fractional CTO offering includes hiring support - defining roles, writing job descriptions, interviewing candidates, and onboarding your permanent team. We build the plane while teaching you to fly it.
Our core team operates in US time zones with significant overlap for real-time collaboration. We adapt to your schedule and communication preferences.

Advisory Mandate

Need an Engineering Team That Ships?

45 min, free - learn about your project

We respond within 4 hours during business hours

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