In Development • Release: August 2026
AI That Understands Security Context
Vulnerability assessment automation for teams drowning in CVE alerts. AI-powered prioritization based on your actual risk, not only static scores.
Also built by FBT: RentFlow (official site: rentflow.in) and the platform comparison.
Security Teams Are Overwhelmed
100K+
Average enterprise tracks 100K+ open CVEs across environments.
Source: NVD CVE backlog trend70%
Up to 70% of critical alerts are treated as false positives or low-context findings.
Source: Alert fatigue reports60+ days
Mean time to patch high-severity issues can exceed 60 days.
Source: Vulnerability remediation benchmarksCurrent tools scan. They do not think. We built AI that understands context.
What It Does
Intelligent CVE Analysis
- Multi-CVE correlation
- Exploitability prediction
- Business impact assessment
- Contextual risk beyond CVSS
Risk Prioritization
- Asset criticality weighting
- Environment-aware scoring
- Automated triage recommendations
- SLA-based urgency scoring
DevSecOps Integration
- CI/CD pipeline native
- GitHub, GitLab, Jenkins plugins
- Webhook notifications
- Jira ticket auto-creation
Executive Dashboard
- Real-time risk posture
- Trend analysis
- SOC 2 and ISO 27001 mapping
- Board-ready reporting
Enterprise Security
- SSO with SAML/OAuth2
- Role-based access control
- Immutable audit logs
- Tenant isolation by design
AI Automation
- Natural language queries
- Remediation suggestions
- Threat intel correlation
- Continuous learning loops
Built for Security, By Security Engineers
Microservices Architecture
┌─────────────────────────────────────┐
│ API Gateway │
│ (Rate limiting, Auth, WAF) │
└─────────────┬───────────────────────┘
│
┌─────────┼─────────┐
▼ ▼ ▼
┌───────┐ ┌───────┐ ┌───────┐
│ Auth │ │Tenant │ │Vuln │
│Service│ │Service│ │Service│
└───────┘ └───────┘ └───────┘
│ │ │
└─────────┼─────────┘
▼
┌─────────────────────┐
│ AI Processing │
│ (Python/Async) │
│ NVD + Custom Intel│
└─────────────────────┘
│
┌─────────┴─────────┐
▼ ▼
┌─────────┐ ┌─────────┐
│Reporting│ │Billing │
│Service │ │Service │
└─────────┘ └─────────┘Technical Stack
- Backend: .NET 8, Clean Architecture, CQRS, MediatR
- AI Layer: Python async, NVD integration, retry + caching
- Database: PostgreSQL (tenant-isolated), Redis caching
- Queue: RabbitMQ for CVE processing
- Infrastructure: Kubernetes, private GHCR, Vault secrets
- Observability: Prometheus, OpenTelemetry, structured logs
Security Posture
- - Zero Trust internal communication
- - JWT with rotating refresh tokens
- - Rate limiting per tenant
- - Network segmentation + DDoS protection
- - WAF in front of API
- - Encrypted secrets with Vault
- - Immutable audit logs
Development Status
Current phase: core services development. Auth, tenant management, and vulnerability analysis services are operational. AI processing engine is in progress.
Who It's For
Basic
Growing Teams
- 1-5 applications
- Basic CVE analysis
- Risk scoring
- Standard dashboard
- API access
Pro
Scale-Up Security
- Unlimited assets
- AI contextual analysis
- CI/CD integration
- Custom risk models
- Priority support
Enterprise
Global Organizations
- Multi-tenant sub-accounts
- SSO (SAML/OAuth)
- Compliance reporting
- Custom AI training
- SLA guarantees
- Dedicated environment
Shape the Future of Security Automation
Early access benefits
- ✅ 6 months free on GA release
- ✅ Direct input on roadmap
- ✅ White-glove onboarding
- ✅ Lifetime founding customer pricing
- ✅ Quarterly architecture reviews with FBT
Why Not Just Use Snyk or Tenable?
| Feature | Legacy Tools | FBT Vuln AI |
|---|---|---|
| CVE scanning | Basic | Advanced |
| AI contextual risk | No | Core |
| Business impact scoring | Manual | Automated |
| Multi-CVE correlation | Limited | Intelligent |
| Clean API architecture | Legacy | Modern |
| Custom risk models | No | Enterprise-ready |
| DevSecOps native | Bolted on | Built in |
We did not build another scanner. We built an intelligence layer that makes sense of the noise.
FAQ
When will this be available?
General availability is targeted for August 2026. Early access opens in Q1 2026.
How does AI risk scoring work?
We combine CVSS, exploitability signals, asset criticality, environment context, and historical remediation behavior to produce contextual risk scores.
Is our data secure?
Yes. The platform is built toward SOC 2 and ISO 27001-aligned controls with tenant isolation, encryption in transit and at rest, and immutable audit logs.
Can we integrate with existing CI/CD?
Yes. We support GitHub Actions, GitLab CI, Jenkins, Azure DevOps, and generic webhooks for custom workflows.
What about on-premise deployment?
Enterprise plans include dedicated cloud environments and on-premise options for regulated teams.
How is this different from Snyk or Rapid7?
They focus on scanning. We focus on contextual prioritization and actionability using an AI intelligence layer built for modern DevSecOps workflows.
Ready for Intelligent Security Automation?
Join 25+ security teams on the early access waitlist.