Why small businesses need a threat model
Small businesses are attractive targets because a single compromised account or a breached admin can cause outsized damage. Threat modeling helps you identify the most likely and highest-impact risks so you can apply limited resources where they matter most.
How AI helps with prioritisation
AI can process logs, scan public data (like leaked credentials), and surface the assets that are exposed or most at risk. It helps translate technical telemetry into business-focused risk scores that non-technical owners can act on.
Inventory and exposure
Start by cataloguing accounts, admin consoles, and public-facing services. Use automated scans and AI-assisted discovery tools to find forgotten admin panels, expired certificates, or leaked credentials tied to your domain.
Likelihood and impact
AI models can combine industry threat feeds, regional attack patterns, and your asset inventory to estimate which assets are most likely to be attacked and what the potential impact would be.
Practical, low-cost controls
- Apply strong authentication (2FA/passkeys) for admin and email accounts — see our guide.
- Use a trusted password manager and remove shared credentials where possible (password managers).
- Use AI-driven monitoring for unusual logins or data exfiltration signals.
Balance automation with human oversight
AI can prioritise and automate routine triage, but decision-making about high-impact incidents should involve humans. Build simple playbooks for likely incidents and train staff on verification steps — see our article on Secure Account Recovery.
Templates and next steps
Make a one-page threat model: list top 5 assets, top 5 threats, and the single best control for each. Use AI tools to refresh the list quarterly and to scan for new exposures as you add services.
Where this fits with Esrok
This post ties into our security pillar (Security) and the broader discussion about authentication futures (Beyond Passwords).