Introducing Our New Agentic Core

Just over a year ago, we made an ambitious decision: to go all in on agentic AI and re-design our core technology and processes from the ground up. Today, that decision is paying off. Our platform has evolved into an entirely new dimension of what’s possible, powered by a team of agents, and we are only getting started.

Along the way, we sharpened our focus into a simple mission: help security leaders get the business of security done.

This mission has never been more urgent. Security now consumes a significant share of IT budgets, and leaders are under pressure to prove every dollar is being used wisely. The rapid adoption of AI across business processes and new attack vectors is only adding fuel to the fire. Yet nothing exists to bridge the gap between business, commercials, and security. That is where we come in.

Our platform equips customers with the intelligence to optimize their security portfolios, manage renewals, and prioritize investments that increase security. By uniting deep security expertise with financial and commercial insight, we help leaders get ahead of renewals, allocate budgets strategically, and defend their budgets and organizations with confidence.

So, let’s get into what’s new, starting with the introduction of our new team of agents.

‍

Cyber Market Analyst

Every customer has a unique combination of security products in their portfolio. To add value, we first need to understand these products in detail. In the past, we approached this through customer buying power, similar to third-party risk, but the process was slow and delayed time to value.

To solve this, we created the Cyber Market Analyst agent. Its role is to stay on top of the entire cybersecurity market, every vendor, every product, and the constant day-to-day changes such as startups, new features, and mergers.

This was a significant engineering challenge, but one we successfully overcame. We mapped over 5k+ security vendors and 10k+ products worldwide into our Capability Exchange data lake. Customers can now explore this data directly, and even use our co-pilot to compare any product against their existing portfolio and unique business context.

‍

Capability Expert

With knowledge of products, features, and use cases in place, the next step is understanding what those products actually do from a security perspective. That is the job of the Capability Expert agent.

It analyzes products deeply, mapping their features against any framework, compliance, taxonomy, behavior, defensive, and more. We went beyond the basics, enabling mapping not just to MITRE, NIST, and ISO, but also to custom frameworks curated by partners or customers. This unlocks entirely new use cases and provides unmatched flexibility.

Developing this agent required deep technical expertise. Vendor feedback on output and quality has been exceptional, and it finally solves the long-standing challenge of unifiying how security products are defined and compared.

‍

Commercial Analyst

Most security leaders don’t have a full view of their organization’s capabilities. Shadow purchases by other departments, bundled technologies, and mergers all create blind spots. Acuratley answering questions like “Do we already have this capability?” or “Where are the overlaps and gaps?” can take months, if it’s even possible.

The Commercial Analyst agent solves this. It processes every purchase request and spend transaction across an organization, cross-referencing knowledge from the Cyber Market Analyst to identify what relates to security. It then builds a complete portfolio view, including costs, timelines, and commercials, creating a single source of truth.

This powers our portfolio discovery capability, which can also run continuously to prevent redundant purchases and keep investments aligned. The agent is capable of parsing hundreds of thousands of free-form spend records to produce a comprehensive picture of not just security spend, but also the business context behind it.

‍

Security Architect

Each agent solves a piece of the puzzle: understanding the market, analyzing capabilities, and mapping the customer’s actual portfolio. The next step is making that intelligence actionable.

Enter the Security Architect. Rather than a single agent, it’s a group of specialized agents performing architect-level tasks: identifying overlaps, finding gaps, comparing products, and modeling replacement strategies.

Because these agents operate on the combined intelligence of all previous agents, customers get tailored outputs in minutes—not weeks or months. This elevates our platform into something that doesn’t just provide data, but actively helps leaders get the business of security done, saving critical time.

‍

What’s Next

This has been a massive engineering effort, pushing the boundaries of what’s possible with agents and processing often free from data at volumes that were once unmanageable. The result is a platform that gives our customers the insight and actionability they need to truly get the business of security done.

And we’re just as excited about what comes next. Our focus is twofold:

• Deepening customer context with RFI/RFP support.
• Delivering direct product intelligence through the upcoming Integration Expert, a code-generating agent built on our i-engine integration technology.

The Integration Expert will let customers simply describe the insights they need, then automatically create integrations that feed into our co-pilot and agents. This unlocks true capability confidence, validating security not just through business owners but directly from products themselves.

For the first time, organizations will be able to achieve this at scale across an entire market of products.

The transformation isn't over. We're currently giving our website a refresh to showcase what's changed and new features in depth. Stay tuned for tuned for more informaiton.