What no system does
But there is a part of the work no system can do in place of people. Sensing what is not written down. Reading the mood of the person across the table. Imagining what does not exist yet. Choosing, and answering for that choice.
Strategic thinking. Hands-on engineering.
Karstia brings together strategy, research and engineering. It designs governable AI, software and security systems for organisations that cannot afford to lose control.
Let’s talk ↗Profile
Independent by choice. Integrated by method.
Karstia’s role spans early architecture, delivery and operational governance, keeping technical decisions connected to business outcomes.
CompanyTechnology you can trust
ApproachDesign. Build. Run.
ModelStrategy + Engineering
FocusAI, software and security
The method
The repeatable to machines. Judgement to people.
At Karstia, artificial intelligence works inside internal processes: it automates what repeats and makes work faster, more precise and measurable. And it is governed the way clients are asked to govern it: what it does, who controls it and what results it delivers are always clear.
Trust is built between people
A machine can calculate a risk, but it cannot earn trust. Trust is built between people, over time.
What stays with people.
That is why AI is there to free up time, never to take value away from people: Karstia’s capital is human.
Culture
Values become method.
Integrity
Words and actions match.
Integrity means being transparent, reliable and consistent in decisions, relationships and everyday work. It means keeping commitments, communicating clearly and addressing problems without hiding them. At Karstia, integrity also means taking responsibility for the work and building trust over time.
Curiosity
Never stop learning.
Technology changes rapidly. That calls for questions, alternatives to explore, existing solutions to challenge and a continual search for better ways to work. Curiosity is not abstract interest: it drives research, innovation and continuous improvement.
Excellence
High standards.
Excellence means quality in thinking, engineering and execution. It means attention to detail, expertise, rigor and a focus on results. Not perfection for its own sake: solid solutions that are easy to use and built to work in practice.
Growth
Growing by helping people grow.
Karstia aims to be an environment where capable people can learn, contribute, take responsibility and do meaningful work. Growth means developing skills, sharing knowledge, welcoming constructive challenge and creating the conditions for individuals and teams to improve over time.
Principles
The rules behind every system.
Technology must create value.
The problem first, then the tools, chosen on measurable benefits, reliability and cost. New technologies come in when they genuinely improve the work.
Security is architecture.
Identity, permissions, boundaries and resilience are design decisions.
People must remain in control.
Decisions, responsibilities and actions must be clear. Every system must be open to monitoring, review and correction.
Complexity belongs behind the system.
The user experience should remain clear, even when the technology is not.
Research & Insights
Technical ideas. Operational consequences.
Notes on the architecture, engineering and security decisions that affect how organisations operate.
Technical notes
Architecture before hype.
Principles for real systems, written for those who must design, govern and bring them into production.
AI agents need identity, not just prompts.
An enterprise agent must be identifiable, authorisable and revocable like any other actor in the system.
Read the note ↗AI security begins with architecture.
Prompt filtering and guardrails are not enough when models, data, tools and people share the same operational chain.
Read the note ↗Operational intelligence is not another dashboard.
Value emerges when signals, rules, accountability and action become part of the same decision system.
Read the note ↗Research themes
Fields of experimentation.
Areas with a direct impact on how organisations operate, decide and govern technology.
Enterprise AI Systems
Research question
Bring AI into enterprise processes, data, identities and applications.
Directions
AI-native architectures, knowledge systems, decision support and integration with core systems.
AI Security
Research question
Protect models, data and operational chains from emerging risks.
Directions
Prompt injection, data leakage, supply-chain risk, isolation, monitoring and continuous evaluation.
Enterprise Platforms
Research question
Reduce the distance between intent, process and execution.
Directions
Integrated, process-aware, low-configuration platforms with deterministic, auditable execution.
Partnership
Building complementary capabilities.
Karstia is open to selective collaborations that combine technology, expertise, research and market access.
Collaborations
An ecosystem built around value.
What counts is concrete complementarity, not nominal affiliations or collections of logos.
Technology vendors
Cloud, cybersecurity, data, AI and platforms with complementary capabilities.
System integrators
Delivery, integration and operating capabilities for complex organisations.
Universities and research
Applied research, experimentation, technology transfer and capability development.
Market specialists
Deep knowledge of processes, regulation and priorities in specific industries.
Commercial partners
Market access, joint opportunity development and relationship coverage.
Technology startups
Distinctive technologies to integrate into secure, governable enterprise systems.
Reciprocity
What Karstia brings. What it seeks.
Karstia brings
Architecture, software and systems engineering, cybersecurity, governance and applied research capability.
What counts in a partner
Distinctive expertise, technology, market access or delivery capacity, backed by reliability and clarity.
Collaboration models
From relationship to shared work.
Every partnership starts with explicit objectives, roles and verifiable outcomes.
Co-design
Purpose
Design a solution together, starting from a real problem.
Output
Solution concept · Architecture · Pilot
Joint delivery
Purpose
Combine capabilities and accountability in one execution model.
Output
Delivery model · Roles · Controls
Applied research
Purpose
Turn a research question into an evaluable prototype.
Output
Experiment · Evaluation · Transfer
Technology integration
Purpose
Bring specialist technology into a complete system.
Output
Integration path · Security · Operations
Go-to-market
Purpose
Develop and pursue opportunities where capabilities are complementary.
Output
Offering · Account plan · Joint pursuit
Careers
Karstia is looking for builders.
An AI-native technology company in the making, looking for people who want to build products, systems and capabilities that become a permanent part of the company.
Builders
Titles don’t matter. What you have built does.
A builder doesn’t stop at pointing out the problem: they solve it, ship it and own it. They build systems, products, controls. And above all trust, with clients and with the team.
People
Compliance from systems. Never from people.
Karstia looks for imperfect people, not conforming automatons: people with an opinion, a few doubts, mistakes they have learned from and the courage to say “this can be done better”.
Rigour is for the work, not for the people.
Profiles
The profiles.
Families of skills, not open positions.
AI/ML Engineers
You take models and agents from prototype to production, with identity, permissions and metrics.
Software Engineers
You build platforms and integrations with documented architectures and code that lasts.
Cybersecurity Engineers
You design security into systems, not around them: architecture, controls, resilience.
Governance & Risk Engineers
You turn regulations and standards into concrete controls, audits and verifiable evidence.
Product Managers
You turn real problems into products people use, starting with EVIDEVO.
Solution Architects & Technical Sales
You translate client problems into solutions and back them with technical depth.
Exceptional Generalists
You understand the business, write code, talk to clients and bring order to chaos. If you are the person everyone calls when something has to work, this is where to apply.
Apply
Show what you’ve built.
Write to [email protected] with the profile that fits you best, a link to LinkedIn, GitHub or a portfolio, and something you built and are proud of.
A conversation about what needs building.
Strategy, engineering and security around one concrete objective.
Let’s talk↗