Technology partner — Finland

Build. Ship. Secure.

Product engineering, applied AI, and offensive security—built to production standards.

Trusted stack

OpenAI
Anthropic
Google Cloud
AWS
Microsoft Azure
NVIDIA
Meta
PyTorch
TensorFlow
Docker
OpenAI
Anthropic
Google Cloud
AWS
Microsoft Azure
NVIDIA
Meta
PyTorch
TensorFlow
Docker

Logos are trademarks of their owners. Listed to indicate tooling experience—not partnership.

Services

Focused expertise, shipped with care

A small senior team delivering high-leverage systems across AI, engineering, and security.

Product Engineering

Premium web products engineered for speed, clarity, and maintainability.

Senior-led delivery·Performance budgets·Accessible UI system

Applied AI

AI features that work in production—measured, safe, and cost-aware.

RAG & eval harnesses·Guardrails & monitoring·Integration into your stack

Security Testing

Actionable offensive testing that hardens systems without noise.

Threat modeling·Pen testing & reports·Fix guidance + retest

How we work

Clarity-first delivery

Minimal process, maximum signal—built around shipping and maintaining what matters.

  1. Clarify

    Week 0

    Align outcomes, constraints, and metrics. Define the smallest shippable slice.

  2. Build

    Weeks 1–2

    Code with clean edges. Keep feedback loops fast and scope tight.

  3. Ship

    Week 2+

    Launch safely with crisp QA, performance checks, and critical docs.

  4. Monitor

    Ongoing

    Track reliability and behavior. Iterate with data, guardrails, and steady improvements.

Insights

Notes from the field

Latest writing from our Medium.

Jan 10, 2026

Software Supply Chain Security for Modern Teams (2026): SBOM, CI/CD Hardening, and Third-Party Risk

Jan 10, 2026

LLM & AI Agent Security (2026): Prompt Injection, Data Leakage, and Production Guardrails

Jan 06, 2026

Software Development Agency vs In-House Team (2026): Cost, Speed, and When to Choose Which

Ready to build?

Tell us the outcome. We'll reply with a plan.