Enterprise risk · 2026

The risks that matter most
to enterprises now are the ones
no software was built to see.

Incleon builds the tools that make them manageable — starting with the risk inside autonomous AI systems making real operational decisions, and the risk of institutional knowledge concentrated in key people who can leave.

The Incleon platform

Two tools.
One continuity problem.

Every enterprise runs on two kinds of operational knowledge: the kind that AI systems now consume to act, and the kind that lives in the heads of the senior people who built it.

When either is wrong, stale, or about to walk out the door, the consequences show up in places boards can't afford to be surprised. Incleon gives you visibility into both — before the surprise.

Trueground
For AI agent risk
The ground truth your
AI agents stand on.

Capture how your organization actually makes decisions — including the unwritten rules and judgment calls that never make it into documentation. Keep that knowledge current as reality shifts. Deliver it to the AI systems that need to act on your behalf, so they operate within your norms, not against them.

Built for the knowledge engineers, AI platform teams, and risk leaders responsible for what happens when autonomous systems meet enterprise complexity.

Learn about Trueground Enterprise-grade · single-tenant · audit-ready
Vantage
For key-person risk
The view boards need of the
risks that walk out the door.

Every enterprise carries critical knowledge in the heads of people who could leave tomorrow. Vantage is the operating layer that makes managing that risk a continuous discipline — succession plans tracked against actual development progress, knowledge concentration monitored as roles change, early-warning signals when a risk is forming faster than the plan can address it.

Built for the HR and operating leaders who own succession in practice — and the boards and executives who need a structured view they can trust because the platform reacts as change happens.

Learn about Vantage Board-ready · governance-grade · audit trail
Why this, why now

The gap between enterprise ambition
and enterprise readiness
has never been wider.

AI deployment
1 in 5
Organizations with a mature governance model for autonomous AI agents, even as nearly three quarters give those agents access to enterprise data and processes.
Deloitte, State of AI in the Enterprise 2026.
Human capital
56%
Organizations operating without a succession plan in place, even as senior tenure continues to compress across every industry.
SHRM succession planning research.
Regulatory exposure
€35M or 7%
Maximum penalty under the EU AI Act for high-risk system non-compliance, calculated as a fixed amount or percentage of global annual turnover, whichever is higher.
Regulation (EU) 2024/1689, Article 99.
Transition cost
84%
Greater chance of turnover within three years for externally-hired C-suite executives compared to internal successors, before counting the cost of recruiting their replacements.
Fernandez-Aráoz et al., Harvard Business Review.
Incleon perspective

“The enterprises that will navigate the next decade well are not the ones who deploy AI fastest. They’re the ones who build the governance layer before they need it — and who recognize that institutional knowledge is itself a form of risk exposure, whether it sits in a model or in a person.”

A core Incleon thesis · forthcoming research · 2026
The company

Incleon.

We build enterprise-grade tools for the category of risk that shows up when autonomous systems, compressed timelines, and institutional fragility meet in the same organization.

Our customers are the risk officers, governance leaders, general counsels, and boards who need to answer for what happens when the unexpected becomes the expected. Our job is to make sure they have the view they need before they need it.

Toronto Founded 2025

If any of this sounds
like your Q3 problem list,
let's talk.

A 30-minute conversation with our team. No deck, no demo unless you want one — just a working conversation about your specific risk exposure and what we've seen work.