People move up.
Your people stay in the work. Their role shifts from collecting, chasing and reworking to judgement, ownership and action.
About MosaicalAI
We rebuild how teams work for the AI era.
We are a true AI native team of deployed engineers, the people who bridge AI technology into real enterprise use. We define your business reality, apply expert judgement, and deploy the AI solution that works. Every team runs on people, technology and data, so that is what we rebuild, with you.
Same people. Less grind. More control.
Built with your team. Governed from day one. Owned by you.
Deployed engineers
The consultant and the engineer, in one person.
That is what a deployed engineer is. We sit inside your business, find where AI pays, and build it there, end to end. Business understanding turned into working software, without the handoff where value usually dies.
Why we exist
AI changes the work, not just the tools.
Most organisations are adding AI onto teams designed before AI existed. The result is scattered pilots, unclear ownership, data risk, and manual work dressed up as innovation.
We do not stop at strategy, workshops or prototypes. We work with your people, your systems and your data until the capability is real and owned by you.
A working model your team can see, challenge, govern and own.
The model
People, technology and data, rebuilt together.
Technology takes the grind.
Your existing stack stays. We add orchestration and agents on top so repeatable work runs continuously, with humans gating sensitive action.
Data becomes governed memory.
We make scattered data usable, auditable and safe enough for agents to reason over without creating a bigger risk than the problem they solve.
Why cybersecurity matters
Most AI vendors come from technology. We come from cybersecurity.
That changes the questions we ask. What can the agent see? Where does the data go? Who approved the action? What evidence exists when the board, auditor or regulator asks later?
We are comfortable starting where AI feels most uncomfortable: your data, your controls, your accountability and your people. Cybersecurity is our first proof point because the stakes force discipline.
If the model works in cyber, it can work anywhere people, technology and data need to move together.
What we believe
Simple rules for the AI era.
- 01Every team already has an operating system.It is how people, technology and data work together. Most were built before AI.
- 02The answer is not another tool.The real work is rebuilding how the team runs.
- 03Your people stay in the work.We build with the people who own the workflow, risk and outcome.
- 04Your data is the starting constraint.We come from cybersecurity, so visibility, control, evidence and accountability are built in from day one.
Who is in the room
A boutique delivery firm. Senior people who build, not a junior bench.
Two cofounders, both CISOs, with decades each in environments where data, evidence, control and accountability mattered. We deliver the work ourselves and transfer the capability to your team as we go, so the people who carry the accountability stay in the build from day one. We stay deliberately small. You get senior judgement on the work, not a layer of juniors learning on your account.
Alex Medarov
Cofounder
CISO, AI engineer and executive advisor with two decades in high stakes environments. Alex connects deep cybersecurity discipline with modern AI build patterns, and does the build himself.
Mark Jones
Cofounder
CISO, AI architect and board advisor with two decades making complex cyber, data and technology risk clear enough for executives, boards and regulators to act on. Mark is in the room and on the build.
Start here
Bring us the team feeling the pressure first.
Start your engagement in the portal and your operating dashboard opens the same day. Prefer to ask a question first? Email us and you reach both founders directly.