// AI Engineering for Startups

Ship Production-Ready AI. In Weeks.

You're building fast. Your AI features should keep up. We work with early-stage startups as an end-to-end AI engineering partner — from idea to deployed, without the overhead of an in-house team.

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// What we build

Three ways we ship AI with you.

Every service is built for speed, reliability, and production-readiness from day one.

AI Agents & Workflows

Turn complex, multi-step processes into reliable autonomous workflows. Agents that reason, act, and integrate with your systems — not just demo well.

  • Agent architecture & orchestration
  • Tool and API integrations
  • Prompt engineering & eval harness
  • End-to-end testing & reliability tuning
  • Production deployment
⚙️

MLOps & Infrastructure

Getting a model to work in a notebook is easy. Keeping it working in production is the hard part. We set up the infra, orchestration, and observability your AI needs to stay running at scale.

  • Orchestrator setup (Prefect, Airflow, Dagster)
  • Model serving & inference infra
  • Monitoring, logging & alerting
  • CI/CD for AI workflows
  • Cost & latency optimization
🚀

AI Feature Development

Want to add AI to your product but don't have the bandwidth to do it right? We embed with your team to design, build, and ship AI features that are production-ready from day one.

  • Feature scoping & technical design
  • LLM integration & prompt design
  • RAG pipeline development
  • Evaluation & quality benchmarking
  • Deployment & post-launch support

// How we work

Pick your entry point.

Whether you're validating an idea or scaling a product, there's an engagement model built for your stage.

AI Sprint
Starter · 3–4 weeks

A focused, fixed-scope engagement to take one AI agent, workflow, or feature from zero to production. Fast turnaround, clear deliverables, no fluff.

Ideal for: Pre-seed & seed startups validating an AI bet

AI Partner
Ongoing · Retainer

A dedicated AI engineering partner as your product scales. Covers new features, infrastructure maintenance, and evolving MLOps needs month over month.

Ideal for: Startups that want continued AI velocity post-launch


// Why startups choose us

We're not a consultancy. We're your AI team.

Built for early-stage

Lean engagements designed around startup timelines and budgets. No bloated retainers, no 18-month projects.

Full-stack AI expertise

From LLM prompting to cloud infra, we cover the entire stack. One partner, end to end.

No hand-holding required

We work autonomously and integrate cleanly with your existing team. You get updates, not requests for direction.

Production-first mindset

Everything we build is designed to scale — not just demo. Your users will never know the difference between our work and a full in-house team.

Have an AI idea you want to ship?

We'd love to hear about it. Book a free 30-minute call and let's figure out what we can build together — fast.

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