/C

/ company · founded 2022

We take AI
into production.
And keep it there.

HQ
Lisbon · Remote (global)
Structure
Independent · no VC
Compliance
SOC2 · HIPAA · EU AI Act
/ manifesto

Four rules
we don’t bend.

We’re engineers first. We’ve seen what happens when AI projects get big, fuzzy and reversible-only-in-theory. These rules are how we avoid becoming one.

01

Ship · then measure

We do not build "PoCs". Every engagement ships to prod with SLOs, rollbacks and monitoring on day one.

02

Reversible by default

Every agent we put in the loop has a kill-switch, a manual override, and an audit trail. Nothing goes one-way.

03

Own the boring layer

Eval harnesses, data pipelines, observability. The unglamorous work that decides whether AI survives contact with reality.

04

No model-worship

We use the smallest model that clears the bar. Frontier weights are an option, not a brand.

/ core team

Small on purpose.
Senior everywhere.

22 engineers total
8 principals shown
SD
#01

Sean D.

CEO & Founder

Builds AI systems for payments, fraud prevention and financial intelligence. Sets product direction; ships first.

Agents · Research
IN
#02

Ilya N.

Software Engineer

End-to-end full-stack on AI-powered fintech. Ships from data layer to UI without handoffs.

Full-stack · AI · Fintech
PO
#03

Pavel O.

Data Engineer

Builds the data spine of financial platforms on GCP. Pipelines that don't lie.

Data · GCP
KK
#04

Kirill K.

Data Analyst

Analytics in HEX over ClickHouse. Turns events into answers, not dashboards.

Analytics · HEX · ClickHouse
AE
#05

Alex E.

DevOps Engineer

Stands up infra across Kubernetes, AWS and Yandex Cloud. Multi-cloud by default, vendor-locked nowhere.

Infra · K8s · Multi-cloud
MS
#06

Mariia S.

Data Scientist

Trains and tunes ML models. Builds and evaluates production agents.

ML · Agents
AS
#07

Alexey S.

Lead Software Engineer

Architecture for agentic systems. Owns the load-bearing layer end-to-end.

Agents · Architecture
AS
#08

Andrey S.

AI Research Engineer

Publishes on AI engineering and runs the RAG track. Bridges paper and prod.

Research · RAG
/ trajectory

Four years.
No pivots.

2022
Founded
Sean + Ilya — two paths, one goal.
2023
First agent in prod at a G-SIB
FraudShield v1 — 6 weeks.
2024
Team of 12 · SOC2 Type II
Opened research practice.
2025
40+ agents live · 7 industries
Eval harness open-sourced.
2026
Present
22 engineers · 4 researchers. Still shipping.
/ by the numbers
40+
agents in production
22
engineers
7
industries
98.3%
projects shipped on time
0
rollbacks on customer ask
4 yrs
avg. client retention
/ careers

Work here.

We hire seniors. No bootcamps, no ramp-up sandbox — you land on a real integration in week 1, with a principal shipping alongside you. Remote-first, quarterly in-person weeks in Lisbon.