Antoine Tardif, CEO and Founder of Unite.AI, spoke with Agnidipta Sarkar, Chief Evangelist at ColorTokens, about breach readiness as cyberattacks accelerate and autonomous AI introduces a new class of risk.
Drawing on more than three decades across cybersecurity, risk management, business continuity, and enterprise security leadership, Agni makes the case for preparing around a fundamental reality. Cybersecurity investments don’t guarantee an intrusion will never succeed.
Breach readiness starts there. The priority is to make it difficult for attackers to get in, control what gets in, contain how far it can spread, and keep the essential parts of the business operating while the attack is still underway.
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Prepare the Enterprise Before the Attack
When an incident begins, technical controls are only part of the problem. Asset management, patching, configuration, change management, risk, and human error can all become harder to untangle under pressure.
AI-accelerated attacks compress that response window further.
Preparation must happen before an alarm sounds. The interview identifies two priorities.
- Build breach-ready zones and microsegments that separate critical systems from the rest of the environment
- Establish templates, playbooks, priorities, and clear responsibilities to contain attacks before an incident occurs
The objective is to slow down attacker movement, quarantine the affected area, and keep the unaffected core business running.
That leads to the Minimum Viable Digital Enterprise, or MVDE. It defines the portion of the digital enterprise that must remain operational during an unprecedented cyberattack.
Define How Much Disruption the Business Can Tolerate
MVDE depends on the organization’s risk-taking ability, expressed as the amount of Material Impact the organization is willing to accept in pursuit of digital and AI innovation. We could call it the Maximum Acceptable Material Impact, or MAMI.
Together, they give leadership a way to define survivability in business terms.
- MAMI establishes how much material impact leadership is prepared to accept
- MVDE establishes how much of the digital enterprise must continue operating during the breach
This changes how digital resilience is measured. Incident response, disaster recovery, and business continuity focus largely on restoring what has been disrupted. Breach readiness focuses on how much will remain available while the incident is being addressed, through autonomous containment and rapid response.
The interview recommends reviewing MAMI and MVDE every quarter and reconsidering them as organizations introduce new digital and AI initiatives.
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Use AI to Accelerate Defense Within Defined Boundaries
If attacks operate at machine speed, defenders must analyze and act faster. That does not mean giving AI unrestricted authority. But it does mean giving human defenders the firepower to match an autonomous AI attacker.
AI can support discovery, dependency mapping, attack-path analysis, blast-radius analysis, policy recommendations, policy simulation, low-risk optimization, pre-authorized containment, and continuous verification, empowering humans defending digital and AI business aspirations. These include business criticality, acceptable disruption, safety constraints, crown-jewel definitions, autonomy thresholds, major production isolation, and irreversible actions.
Agnidipta describes the principle as “defensive autonomy bounded.”
AI can help accelerate the defensive control loop, but the organization still defines the operating boundaries within which it can act.
Extend Breach Readiness to Autonomous AI Agents
Autonomous AI agents introduce another containment problem. Unlike traditional user accounts or endpoints, these agents can hold legitimate access to applications, data, credentials, and infrastructure while continuously reasoning and chaining actions. If an agent is compromised or begins behaving incorrectly, its blast radius can expand faster than a human-paced response can contain it.
Breach readiness must therefore extend to non-human identities through stricter identity controls, continuous verification and behavioral monitoring, and pre-authorized containment and architectural isolation for deviant behavior. Each agent must have a unique identity and purpose and be aligned to one human.
The measures also need to evolve. Organizations need to understand how quickly they can determine which agent acted, what it did digitally, whether it was authorized, and whether the activity is continuing. They also need to measure how quickly they can introduce friction and contain that activity.
The business objective remains consistent throughout the interview. Define what must remain operational. Structure the environment to protect it. Use AI to accelerate understanding and containment within explicit boundaries.
The result is a more practical measure of cyber resilience. Not whether every attack can be prevented, but whether an attack can be contained before it becomes a wider business disruption.
Read the full interview on Unite.AI
If you want to see how ColorTokens can help strengthen breach readiness and contain breach impact, contact us.
