When employeesleave, their knowledge stays.
Most AI tools start every conversation from zero. MUNOVA doesn't. It holds the context, catches the risk before it's a crisis, and keeps working the way your business works, even after the person who used to remember it all has left the room.
The problem
You're still the only one who remembers how this actually works.
Email, Slack, the CRM, the calendar, and support each hold one fragment of the same story. The connection between them lives in one place: you.
You re-explain your business, over and over.
Every new hire, every new tool, every quarterly planning cycle, someone has to re-onboard the context that lives in your head. It never gets faster.
You find out about risk after it's already a problem.
By the time a missed deadline, a budget overrun, or a client at risk surfaces in a meeting, it's already cost you time and money you didn't have.
Institutional memory leaves with people
When someone senior leaves, the institutional memory leaves with them. Not just their tasks, the why behind decisions, the relationships, the context nobody wrote down.
Who this is for
A 20-second
qualification
We would rather you know now than three calls from now.
Built for
- Founders, CEOs, and senior executives
- Roughly 30–500 employees
- A functioning leadership team already in place
- Decisions that span more than one function
- Pre-revenue solo founders / SMEs
- Teams without a leadership layer to coordinate
- Very large enterprises wanting fully self-serve procurement
How it works
Memory → Reasoning → Execution
Three mechanisms, in order. Each one is visible in the product, not just claimed on this page.
It remembers how your business is wired
Not a folder of documents, a layer of relationships. Who owns what, what was committed, which decision shaped the current situation, and what is still open.
It reasons across that context, then shows its work
Every recommendation arrives with the evidence behind it, the alternative it rejected, and the assumption that would make it wrong. You are never asked to trust a black box.
It watches first, and acts only when you say so
Autonomy is staged. MUNOVA starts by observing, earns the right to suggest, and executes only the action types you have explicitly approved.
Staged autonomy · you set the line
Revocable at any stageObserve
Every deployment starts here. MUNOVA connects to your sources, learns how the business is wired, and stays silent until you have seen what it understands.
Why not the alternatives
The categories nearby solve a smaller problem.
Automation executes. Search retrieves. A Chief of Staff remembers, until they leave. MUNOVA is the layer that holds context and reasons across it.
Task-automation assistants
Execute a single task on command, then forget it happened. No memory of why, no view across functions.
No memory of why, no view across functions.
Cost of that path
Cheap per task
Holds the relationships between decisions, owners, and outcomes.
Enterprise search platforms
Find the document you already knew to look for. Retrieval is not reasoning. You still connect the dots.
Retrieval is not reasoning. You still connect the dots.
Cost of that path
Per-seat, all year
Reasons across sources and states what it concludes.
A human Chief of Staff
Carry the context brilliantly, in one person’s head. Single point of failure, and the memory leaves with them.
Single point of failure, and the memory leaves with them.
Cost of that path
$50k – 350K
per year
Institutional memory that stays when people move on.
Plans
Pick the one that matches how your leadership works.
Executive
A single operator carrying the whole business in their head.
One executive seat
- Memory across your core tools
- Daily briefing and risk surfacing
- Observe and Suggest stages
Leadership Team
A leadership team that needs one shared version of context.
Executive team seats
- Shared memory across functions
- Per-owner accountability and handoffs
- Staged autonomy up to scoped Act
Enterprise
Multi-entity operations with review and compliance requirements.
Organisation-wide deployment
- Advanced controls and audit trails
- Custom source and data residency work
- Full autonomy staging with review gates
Every tier starts the same way: a session with the MUNOVA team.
Your next best decision starts with Munova.
Join forward-thinking leaders who are already using Munova to see more, understand faster and decide with confidence.
Memory
Context that survives people leaving.
Reasoning
Evidence, confidence, and rejected options.
Execution
Autonomy you grant one stage at a time.