Investor Overview

Judgment infrastructure for
AI-augmented companies

CompanyOS is building the judgment layer for AI-native companies. Infrastructure that defines where AI can act, where it must stop, and how human authority is preserved as execution scales.

As organisations increasingly delegate execution to AI systems, the dominant failure mode is no longer speed or intelligence. It is silent loss of control.

Why CompanyOS exists

I started building CompanyOS because I kept running into the same failure mode. In my own work and in companies I respected.

AI made execution feel limitless. But it made judgment easier to lose.

Tasks shipped faster. Decisions happened earlier. Systems felt productive, until something went wrong. Then it became unclear who had approved what, which assumptions were real, and where authority had quietly leaked away. Reversals were expensive. Trust eroded. Founders stepped back in, not because they wanted control, but because the system no longer deserved autonomy.

Most AI tools are built as if output is the goal. In reality, output is the easy part. What matters is preserving intent, authority, and accountability as execution scales beyond what a single human can oversee.

CompanyOS is my attempt to make that boundary explicit.

Not to slow teams down, but to let them move fast safely. To ensure that delegation happens deliberately, not by accident. To make it impossible for judgment to be silently bypassed.

I don't believe AI should replace human judgment. I believe it should amplify it, while making clear where it must stop.

CompanyOS is infrastructure for that belief.

Novica


The problem

AI tools dramatically reduce the cost of execution, but they do not understand authority, accountability, or intent. As a result, companies experience:

  • • Decisions made without clear ownership
  • • Implicit approvals mistaken for authority
  • • Irreversible actions taken without escalation
  • • Context and rationale lost over time
  • • Founders forced to manually mediate systems they no longer fully trust

Most AI platforms optimise for output.
None are responsible for judgment.


The core insight

The missing primitive in AI-augmented organisations is not intelligence.
It is judgment routing.

Modern companies lack infrastructure that clearly defines:

  • • Which decisions AI may execute
  • • Which decisions require approval
  • • Which decisions must escalate
  • • Who holds authority when things go wrong
  • • How intent, rationale, and history persist over time

CompanyOS exists to make those boundaries explicit. Before AI acts.


What CompanyOS is

CompanyOS is not an agent platform. It is not automation tooling. It is not a dashboard.

It is a constitutional layer that sits above execution and defines the rules of delegation.

A constitutional layer

Explicit goals, constraints, non-goals, and risk tolerance that define what must not drift.

Bounded delegation

AI systems operate only within predefined limits. Anything irreversible, risky, or strategic requires human approval.

Judgment-first escalation

AI explores, drafts, and proposes. It cannot commit, approve, or escalate itself.

Persistent decision memory

Intent, rationale, and outcomes remain connected across time, tools, and people.

CompanyOS does not replace human judgment.
It prevents judgment from being silently bypassed.


Why now

Three forces are converging:

Execution cost is collapsing

AI makes action cheap and fast, encouraging premature delegation.

Governance is lagging

Teams adopt agents before defining authority, constraints, or escalation paths.

Failure is delayed but compounding

The most dangerous outcomes appear later. Legal exposure, trust collapse, strategic drift.

As AI systems gain more autonomy, the absence of judgment infrastructure becomes existential.


Who this is for

  • • Founders building AI-native companies
  • • Teams delegating meaningful execution to AI systems
  • • Organisations that care about authority, accountability, and long-term coherence

It is intentionally opinionated.
It is not for teams optimising purely for speed.


Go to market

Lorem ipsum dolor sit amet consectetur adipiscing elit sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.

Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident sunt in culpa qui officia deserunt mollit anim id est laborum.

  • • Sed ut perspiciatis unde omnis iste natus error sit voluptatem
  • • Nemo enim ipsam voluptatem quia voluptas sit aspernatur
  • • Neque porro quisquam est qui dolorem ipsum quia dolor sit amet

At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis praesentium voluptatum deleniti atque corrupti quos dolores et quas molestias excepturi sint occaecati cupiditate non provident.

Request Investor Suite access to unlock our full go-to-market strategy.


The raise

CompanyOS is raising to:

  • • Build the core judgment and escalation primitives
  • • Work closely with a small group of design-partner founders
  • • Establish CompanyOS as foundational infrastructure for AI-augmented companies

We are speaking with investors who think long-term, care about governance, and believe the AI era requires new organisational primitives. Not just better agents.


If this resonates, we'd love to talk.

Explore what CompanyOS does through our chatbot, or request access to the full Investor Suite for deeper materials.