5 years of AI deployment experience in Poland.
Since 2021 we build AI systems for companies of all sizes and run trainings for teams and individuals - from first assistants to full agent platforms in production.
Meet the team → We deploy AI
where every decision matters.
AI deployments, automation and training for business. From strategy to systems running in production.
About us
AI deployments for Polish companies and trainings for teams and individuals.
Real numbers, not promises.
Every deployment has a clear SLA, success metrics and measurable business impact. No endless pilots.
See methodology →Full post-deployment support, not just launch.
After go-live we stay - we maintain systems, evolve them and transfer knowledge to the client's team. 24/7.
See support → Process Four-week cycle
Four-week cycle
from idea to production.
Four stages, one predictable rhythm. Every project runs in the same standard - no surprises, clear deliverable each week.
- 01Week 1
Audit
We map processes and identify 3-5 highest-ROI areas for AI.
- 02Week 2
Prototype
We build a working PoC on the client's real data.
- 03Week 3-4
Deployment
Hardening, integrations, monitoring. Deploy with SLA.
- 04Ongoing
Maintenance
Iterations, evolution, knowledge transfer to the client's team.
Trainings · Catalog AI trainings
Full catalog (6) → AI trainings
for companies and individuals.
Resources · Insights Latest
All articles → Latest
publications.
wdrozenia
RAG is not everything. When classic search is the better call.
Vectors are trendy, but in half of the projects a solid full-text index and a few rules will outperform them.
automatyzacje
n8n in production — what we learned from 30 deployments.
Error handling, monitoring, retries, deploy. What works in production and what falls apart under the first real load.
szkolenia
How to train a team where half of it doesn't want to hear about AI.
A short guide for managers. No revolution, no slides, just concrete practices from our recent cohorts.
Available · new projects in Q3 2026
Let's deploy AI
with real business value.
30 minutes with a partner - no slides, with a concrete list of recommendations tailored to your organization.
or write directly: kontakt@futurefirst.pl