AI systems that
cut your costs
with AI support agents
We build AI agents, websites and content systems that save you time and money, and keep your data in-house.
🐾 or ask Pixel, our AI assistant →
- 01Up to 98% lower cost per AI video
- 02Your data stays inside your infrastructure
- 03Built, launched and maintained by one team
- −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
// our stack
AI is everywhere.
The results often aren't.
AI costs keep growing
Every video, image and request goes through a SaaS platform with a markup. The more you produce, the more you overpay.
How we cut AI video costs by 97% →Your data leaves the building
Prompts, briefs, customer and marketing data end up on external servers – often without anyone signing off.
Private AI: keep data in-house →People still do the busywork
Despite all the tools, your team still answers the same questions and moves data around by hand.
How an AI agent handles 80% of requests →What we build
We don't sell boxed software. We learn how your business works and build the system around it.
Build your AI support agent
AI agents built on your documents, pricing and conversations. They resolve up to 80% of requests on their own, qualify leads and hand the rest to your team.
- RAG
- Website
- Telegram
Make your own website
A fast, modern website with the custom features your business actually needs – a built-in CRM, automatic processing of financial reports or a clean admin panel for your e-commerce products.
- Next.js
- Custom CRM
- Admin panels
- Automations
Custom AI solution
Reporting trackers, internal dashboards, private AI on your own servers, automations between your tools – if your task doesn't fit a box, we build the system for it.
- Dashboards
- Private AI
- Automation
- Custom code
Content Production In-house System NEW
A turnkey AI production line for video and image content – on direct model APIs instead of SaaS markups, with your marketing data kept in-house.
- Video AI
- Image AI
- Custom APIs
- On-prem
Work we've shipped
Virality Bomb: AI video for $0.30 instead of $10
We built the AI content factory behind Virality Bomb, our sister project – a turnkey production line on direct model APIs that cuts the cost per video by up to 98% for companies using Higgsfield at scale, while keeping their marketing data in-house.
- −97%
- cost per video ($0.30 vs. ~$10)
- $10 → $0.30
- per video vs. Higgsfield
- In-house
- storage & marketing analytics
An AI agent that resolves 80% of customer requests
An assistant with a unique knowledge base that answers customers in the brand's voice, resolves 80% of requests on its own and hands complex conversations to a human.
- 80%
- requests resolved without a human
- 70%
- customers rate the conversation positively
- 24/7
- availability, zero night shifts
A website built from scratch with its own CRM
A public website and an internal lead-management system in one product. Every request from every channel lands in one pipeline with a status and an owner.
- 1
- pipeline for every channel
- Live
- team notifications for new leads
- €0
- per-seat CRM fees
What is AI content costing you?
Compare your current cost per AI video with a pipeline on direct model APIs – the setup we built for Virality Bomb.
// pipeline cost based on $0.20–0.40 per video in the Virality Bomb setup (we use $0.30). All figures in USD, as billed by model providers. Excludes one-time setup.
Start small. Scale what works.
Every engagement has a fixed scope and a fixed price – you decide after each step whether to continue.
AI audit
We analyse your processes, data and current AI spend, and deliver a prioritised roadmap with expected savings.
Pilot
One high-impact workflow live in production – so you see real results before you scale.
Scale & run
Rollout across teams, monitoring, new use cases and continuous improvement.
So, what does it cost?
No price lists, no one-size-fits-all packages. Every project is scoped individually – after a free 30-minute call you get a fixed price that doesn't grow along the way.
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 →A small studio with one obsession: AI that pays for itself
pavlab is a founder-led AI studio. You work directly with the people who design and write the code – no account managers, no lost-in-translation briefs.
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 →Questions
How much does a project cost?
It depends on the scope. We usually start with a fixed-price AI audit or pilot, and you get a fixed quote for every next step – it doesn't grow unless the scope does.
How long does a project take?
Simple integrations can be live within days. A first AI agent, content factory or private AI setup typically takes a few weeks. You get an exact timeline after we've scoped the task.
Does our data stay private?
Yes. We can run everything on your own servers or in a private EU cloud, we never use your data to train models, and we sign NDAs and data processing agreements. See our security page for details.
What happens if something breaks?
We don't disappear after launch. Ongoing support and improvements are available so your systems keep running smoothly.
Do we need to learn new software?
Usually not. We plug automation into the tools you already use – messengers, spreadsheets, email and your CRM.
Do you work remotely?
Yes. We work remotely, in English, Russian and Spanish. We're happy to work with companies in Germany and the DACH region too – communication runs in English.
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.