Secure Remote Access VPN Replacement
AI-assisted secure remote access for hybrid workforce connectivity, replacing legacy VPN and proxy approaches with improved visibility, policy control, and protection for user and application traffic across cloud and hybrid environments.
The Problem
“Secure Remote Access Without Legacy VPN”
Organizations face these key challenges:
Legacy VPN and proxy infrastructure is costly to maintain and scale
Remote access deployment is slow and operationally complex
Static access rules do not adapt to changing user or device risk
Limited visibility into all user and application traffic across hybrid environments
Impact When Solved
The Shift
Human Does
- •Provision and maintain remote access through VPN and proxy infrastructure
- •Review access requests and assign broad network-level permissions
- •Manually update remote access policies as users, devices, and applications change
- •Monitor fragmented visibility tools and investigate suspicious remote sessions
Automation
Human Does
- •Approve zero-trust access policies, risk thresholds, and governance rules
- •Review high-risk access exceptions and decide on escalations or overrides
- •Validate policy change recommendations against business and compliance needs
AI Handles
- •Continuously score user, device, session, and traffic risk in real time
- •Enforce adaptive access decisions such as allow, deny, step-up authentication, or restricted access
- •Detect anomalous remote access behavior and prioritize risky sessions for review
- •Monitor user and application traffic across cloud and hybrid environments for visibility and policy compliance
Operating Intelligence
How it works
AI runs the operating engine in real time.
Humans govern policy and overrides.
Measured outcomes feed the optimization loop.
Who is in control at each step
Each column marks the operating owner for that step. AI-led actions sit above the divider, human decisions and feedback loops sit below it.
Step 1
Sense
Step 2
Optimize
Step 3
Coordinate
Step 4
Govern
Step 5
Execute
Step 6
Measure
AI lead
Autonomous execution
Human lead
Approval, override, feedback
AI senses, optimizes, and coordinates in real time. Humans set policy and override when needed. Measurements close the loop.
The Loop
6 steps
Sense
Take in live demand, capacity, and constraint signals.
Optimize
Continuously compute the best next allocation or action.
Coordinate
Push those actions into systems, channels, or teams.
Govern
Humans set policies, objectives, and overrides.
Authority gates · 1
The system must not change zero-trust policies, risk thresholds, or governance rules without approval from designated security leaders. [S1]
Why this step is human
Policy decisions affect the entire operating envelope and require organizational authority to change.
Execute
Run the approved operating loop continuously.
Measure
Measured outcomes feed back into the optimization loop.
1 operating angles mapped
Operational Depth
Technologies
Technologies commonly used in Secure Remote Access VPN Replacement implementations:
Key Players
Companies actively working on Secure Remote Access VPN Replacement solutions: