Security teams are drowning in alerts — but what if youcould automatically rank every asset by business impact and focus only on what truly matters?
In this episode of Rosie Rewired (MTMG’s Women in Techconversations), host Tara Nelson sits down with Roselle Safran, CEO & Founder of KeyCaliber to unpack the missing link in cybersecurity: bridging “is this a security concern?” with “is this a business concern?” — so teams can ruthlessly prioritize with limited resources.
You’ll hear how KeyCaliber uses common security data sources (like EDR and vulnerability scanning) to discover assets (including shadow IT) and compute an asset criticality / impact score (0–100) using asset behavior analytics — then connect those insights back to business applications so CISOscan communicate risk in terms boards and CFOs actually understand.
In this conversation:
Prioritization driven by business impact, not just severity
Finding coverage gaps fast (and why most orgs don’t reallyknow everything they have)
MSP/MSSP use cases: turning discovery into a strongermanaged security cadence
2026 advice: stop chasing shiny objects — nailIdentify/Protect fundamentals
AI in security: what’s real, what’s hype, and how teams canuse LLMs for reporting
Women in cybersecurity: confidence, representation, and why skills are learnable
Chapters (timestamps approximate):
00:00 – Welcome to Rosy Rewired
02:00 – Security vs. business risk: why prioritizationbreaks
05:00 – Data-driven “crown jewels” + impact scoring
08:00 – Translating cyber risk for boards & execs
10:00 – MSP/MSSP playbook: discovery → coverage gaps →ongoing cadence
14:00 – 2026 focus: fundamentals over shiny objects
20:00 – AI in security: attacker + defender realities
24:00 – Women in cyber: confidence, pathways, andrepresentation
31:00 – Wrap-up
Links & resources
KeyCaliber: https://www.keycaliber.com/
Roselle Safran: https://www.linkedin.com/in/rosellesafran/
MTMG: https://mtmg.eu/
Tara Nelson: https://www.linkedin.com/in/tara-nelson-220a62208/
Contact us for comments and suggestions: [email protected]
#Cybersecurity #CISO #RiskManagement #WomenInTech #MSP #MSSP#NIST #AISecurity