01The challenge
A long list of security issues is hard to act on. The product's job was to turn it into a short list of next steps.
Bring reports and AI analysis into one product
Vicarius helps businesses find and resolve security risks. Customers wanted AI-assisted analysis, but reports lived in one tool and AI chat in another. Analysts copied findings between them and rebuilt the context each time, which is slow work in a field where speed matters.
We built vIntelligence to bring security data, analytics, AI-assisted investigation and workflows for applying fixes into one product, so users have a direct path from spotting a risk to understanding it and deciding what to do.
02Strategy
Built around how analysts actually work
Vicarius brought the security expertise. We turned it into a working product, from the user experience to the software and AI connections behind it, and worked through real scenarios with their team so the product fits how analysts investigate issues and review fixes.
In security, an AI that acts without being asked is a liability. So the design principle is simple: the AI explains and suggests, and a person makes the final call.
AI supports the decision. People make the call.
- Outcome 01
Reports and answers together
No switching tools to understand a finding.
- Outcome 02
Clearer priorities
Recommendations based on the team's own security data.
- Outcome 03
Fix connected to action
Recommendations link to the tools that carry out the fix, and people review first.
03Reports
See the bigger picture, then the detail behind each risk
We built a clear overview that lets teams take in the whole picture, then open the detail behind a risk: assets by risk level, severity distribution, vulnerabilities by product.




04AI investigation
An assistant that works from the company's own data
The AI assistant explains findings and suggests priorities using the company's security data. Teams can ask follow-up questions alongside their reports, instead of copying data into a separate chat.




05Remediation
Fixes people review, approve and follow
We connected AI recommendations to vRx, Vicarius's tool for applying security fixes. Teams review a proposed action, approve it and follow its progress: what is running, what worked and what needs attention. The record of who approved what and when is part of the product, not an afterthought.




06Impact & proof
- 4x
- Faster vulnerability triage to remediation approval
- 100%
- Audit trail transparency across AI-generated scripts
- 1 platform
- Connecting risk detection, SQL analytics & remediation
Metrics published by Vicarius across enterprise SecOps deployments as of 2025.
Product design
- Dashboards and reporting
- AI assistant experience
- Remediation flow
Engineering
- Software development
- AI integration
- vRx connection
Next
- Third-party security tool integrations
- A fuller picture of risk

