For AI startups & growing SMEs

Ship AI faster.
Automate the busywork.

Whether you are an AI startup shipping a product or a small business drowning in repetitive work, we scope it, build it and put it in production — with senior engineers only, in 3–8 weeks. Start with a free 48-hour AI automation audit.

200+ AI projects delivered Production in 3–8 weeks Senior engineers only
48-hour turnaround · free · no obligation

Get your free 48-hour AI automation audit

Tell us where you want AI to help. You get back a scope, a recommended first automation and a fixed estimate — within two business days.

No spam. One senior engineer, one follow-up. We reply within 48 hours.

What we build and automate

Concrete, high-return work — not a strategy deck.

Operations automation

Remove repetitive admin: data entry, reporting, reconciliation and back-office workflows.

Sales & marketing AI

Lead qualification, quote and proposal generation, follow-up sequences and CRM enrichment.

Support & bookings

AI assistants that answer customers 24/7, take bookings and route the hard cases to a human.

Product AI & agents

RAG assistants, agent systems and AI features built into your product, evaluation and guardrails included.

Proof · RuFlow

We build production agent systems, not demos

RuFlow is our open-source AI agent framework — up to 60 agents in parallel with shared memory and intelligent model routing, for roughly 2.5x more output at up to 75% lower cost. It is the same engineering we bring to startup product builds and SME automations.

Frequently asked questions

What is the free 48-hour AI automation audit?

You tell us where you want AI to help — a process, a product feature, or a repetitive task eating your team's time. Within 48 hours a senior engineer sends back a written scope, a recommended first automation or build, and a fixed estimate. It is free and there is no obligation. It exists because it matches how our best inbound leads already reach us: they arrive knowing the problem and want a concrete plan and price, fast.

Do you work with early-stage AI startups?

Yes. For founders and engineering teams we ship AI features fast, extend Claude and agent systems, and act as a fractional AI team when you need senior ML capability without a full-time hire. Our own open-source agent framework, RuFlow, runs up to 60 agents in parallel with shared memory and model routing — proof we build production agent systems, not demos.

Can you automate a non-technical small business?

Yes, and this is where a lot of our SME work sits. We build done-for-you automations for operations, sales and marketing, bookings and scheduling, and customer support — connected to the tools you already use. You do not need a technical team; we scope it, build it, and hand it over with documentation, typically in weeks.

How much does it cost and how fast can you deliver?

Every engagement is scoped to a fixed price after the free audit, so you approve the cost before any build starts. Most focused automations and AI features reach production in 3–8 weeks. We work in weekly sprints with working software at each step, and we staff every engagement with senior engineers only.

What is a fractional AI team?

A fractional AI team is senior AI/ML capability you engage part-time or per-project instead of hiring full-time. You get engineers who have shipped production AI, on your roadmap, for as long as you need them and no longer. It is the fastest way for a startup or SME to add real AI capability without a long hiring cycle or a permanent headcount.

Start with a free 48-hour AI audit

Tell us the problem. Get a scope, a recommended first automation and a fixed estimate — in two business days, no obligation.

Get your free AI audit