We build the AI systems
your team wishes it had
pavlab is a founder-led studio for AI automation, AI content production and private AI. Small by design, so you always work directly with the people who build your system.
Mark Pavlov
Founder & AI engineer
Founder of pavlab and Virality Bomb. Designs and builds AI systems end to end — from the architecture and model choice to production and support.
LinkedIn →Why pavlab exists
Too many businesses are stuck between two bad options: SaaS tools that overcharge and take your data, and big agencies that take months to deliver.
We started pavlab to offer a third option — a small, founder-led studio that understands both business processes and modern AI, and ships working systems quickly.
We're growing step by step, adding specialists as projects demand. What stays the same: direct communication, honest advice and ownership of the result.
- −97%
- cost per AI video ($10 → $0.30)
- 80%
- requests resolved by AI in our live support project
- On-prem
- private AI — your data never leaves your network
- 24/7
- systems that never clock out
How we work
Direct communication
No account managers in between. You talk to the people who design and write the code.
Honest advice
If something isn't worth automating, we say so — even if it means a smaller project.
Fixed prices
Clear scope, clear price. No hourly surprises.
Your data, your rules
We build so that your data stays where you decide — and we never use it to train models.
Live in weeks, not months
- 01
Discovery call
30 minutes. We learn how your business works and where time and money are leaking.
- 02
Plan & fixed quote
We propose an architecture, a timeline and a fixed price. No surprise invoices.
- 03
Build
We build the solution and show progress along the way. You always know where things stand.
- 04
Launch & support
We go live, train your team and stay on hand to improve and maintain the system.
From the blog
Higgsfield alternative: how to cut AI video costs from $10 to $0.30 per video
Where the money goes when you generate AI video on a SaaS platform — and how a pipeline on direct model APIs brings the cost per video down by up to 98%.
Learn more →Private AI for companies: running local LLMs on your own servers (GDPR guide)
Which open models are good enough for business, what hardware you need, and how to keep sensitive data inside your network.
Learn more →EU AI Act Article 50: what chatbots and AI content must disclose now
The transparency duties for chatbots and AI-generated content that apply since August 2026 — explained in plain language, with a checklist.
Learn more →Ready to stop doing work
your software should do?
Book a free 30-minute call. We'll show you exactly which tasks we can automate and what it will cost.
No obligation. No sales pressure.