Small to Mid-size Company AI Transformation
We help small and mid-sized companies kickstart their AI journey — from ideation all the way to production-ready systems. Our forward-deployed engineers embed with your team, move fast, and keep costs aligned with SMB realities.
Senior AI Engineers. Embedded with Your Team. Without the Enterprise Price Tag.
Our forward-deployed engineers (FDEs) have already shipped AI across dozens of SMBs. They arrive pre-trained on the patterns that work — so you skip the discovery tax and go straight to building.
Discovery & AI opportunity mapping in week one
Working prototype in 2–4 weeks, not 6 months
Production-ready system with handover & training
Flexible engagement — pod, project, or fractional
Transparent pricing tuned to SMB budgets
Enterprise-grade AI delivery, priced for SMB reality
Traditional consulting firms charge SMBs the same overhead they charge Fortune 500s. We don't. Our forward-deployed model strips out the layers and gives you working software for a fraction of the cost.
Pre-trained FDEs
Our engineers have already built AI for dozens of SMBs. You pay for delivery, not for them to learn on your dime.
Small, Senior Pods
Two senior engineers move faster than a team of ten juniors with a PM. No layers, no slide decks, no waste.
Fixed-Scope Sprints
Each sprint has a clear deliverable and a fixed price. No open-ended timesheets, no surprise invoices.
Reusable Playbooks
We bring proven blueprints for RAG, copilots, automations, and dashboards — so 70% of the work is already done.
Lovable & Open-Source First
We build on cost-effective platforms instead of forcing six-figure enterprise licenses.
Handover, Not Lock-in
You own the code, the prompts, and the architecture. Keep us as long as it makes sense — and not a day more.
A forward-deployed journey, designed for speed
Borrowed from how the best AI labs ship — engineers sit with your team, build in the open, and iterate against real users from day one.
Ideate
1-week immersion. Map workflows, find the highest-ROI AI opportunities, align on a 90-day plan.
Prototype
2–4 weeks. Working software in front of real users — not a slide deck, not a PoC that dies in IT.
Productionize
Hardening, evals, security, integrations. We get you to something your team actually depends on.
Handover & Scale
Train your team, document everything, and step back. Stay on retainer only if you want us to.
Built for SMBs that want AI to actually ship
If you're a 20–500 person company that's tired of AI vendors selling you pilots, this is for you.
Ready to ship AI without an enterprise price tag?
Tell us what you're trying to do. We'll come back within 48 hours with a fixed-scope plan, a timeline, and a price that fits an SMB budget.