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.
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 →- 40+AI deployments in production
- 12 000hours of training
- 98%year-over-year client retention
- 5 latavg engineer experience
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