SECURITY & TRUST

Built for trust.
Designed for accountability.

Adaptive Resilience Intelligence is being designed for organizations where technology decisions, security, governance and public trust matter.

That means AI must remain bounded, your data must remain protected, and important decisions must remain accountable to people.

Blue user icon with a circular head and rounded shoulders.
Human-accountable
Blue shield outline with a checkmark inside representing security or protection.
Tenant-aware
Blue document icon with a folded top-right corner and three horizontal lines representing text.
Evidence-connected
Blue padlock icon symbolizing security or locked access.
Secure by design
Diagram showing five key principles around a central circle: Accountability with icon of three people and text 'People make the decisions', Identity with user icon and text 'The right access for the right reason', Control with shield icon and text 'AI operates within defined boundaries', Boundaries with stacked database icon and text 'Your data stays in your environment', and Evidence with document icon and text 'Important outputs remain connected to supporting information'.
TRUST BY DESIGN

AI should help people make better decisions, not quietly make decisions for them.

Our approach to security and trust is built into the product from the beginning. Intelligence may assist the decision. Accountability remains human.

Blue icon of two user profiles side by side, representing multiple users or a group.
Human Accountability
Material business and risk decisions remain with authorized people.
Blue shield outline with a checkmark inside representing security or protection.
Controlled AI
AI capabilities operate within defined purposes and permissions.
Blue database icon showing a stack of cylindrical disks representing data storage.
Customer Boundaries
Your data and organizational context remain within the appropriate environment.
Blue document icon with a folded top-right corner and three horizontal lines representing text.
Evidence-Connected
Important conclusions remain connected to supporting information.
Two blue curved arrows forming a circle, one pointing left and up, the other pointing right and down, symbolizing refresh or reload.
Traceable Activity
Activity is designed to leave an accountable record for review and governance.
YOUR DATA REMAINS YOUR CONTEXT

Clear separation between customer environments.

Your organization’s information should stay within the boundaries where it belongs. ARI is designed with clear separation between customer environments and controlled access to organizational information.

The AI can reason about information within your environment. It does not determine what it is authorized to access.
Icon of a classical building with four pillars and a triangular pediment.
Prairieview Municipality Environment
Blue user icon with a circular head and rounded shoulders.
Users
Blue user icon with a circular head and rounded shoulders.
Organizational information
Blue user icon with a circular head and rounded shoulders.
Technology environment
Blue user icon with a circular head and rounded shoulders.
- Evidence and improvements
Icon of a classical building with four pillars and a triangular pediment.
Rivermere County Environment
Blue user icon with a circular head and rounded shoulders.
Users
Blue user icon with a circular head and rounded shoulders.
Organizational information
Blue user icon with a circular head and rounded shoulders.
Technology environment
Blue user icon with a circular head and rounded shoulders.
- Evidence and improvements
RESPONSIBLE AI IN PRACTICE

Powerful enough to assist. Bounded enough to remain accountable.

ARI is not designed around unrestricted autonomous agents. The platform includes controls so that AI output alone does not determine access, authority or accountability.

Blue target icon with an arrow hitting the center circle.
Defined Purpose
AI capabilities operate within the purpose of the product experience.
Blue padlock icon symbolizing security or locked access.
Limited Authority
AI does not grant itself new permissions or access.
Blue icon of two user profiles side by side, representing multiple users or a group.
Human Review
Higher-impact actions remain subject to appropriate human involvement.
Blue document icon with a folded top-right corner and three horizontal lines representing text.
Evidence Over Assertion
Important outputs should remain grounded in supporting information rather than unexplained model confidence.

Learn about Responsible AI
ACCESS WITH PURPOSE

The right access. For the right user. For the right reason.

Security begins with knowing who or what is requesting access and limiting that access appropriately.

Blue user icon with a circular head and rounded shoulders.
Named Access
Human access is associated with identifiable users.
Blue shield outline with a checkmark inside representing security or protection.
Strong Authentication
Enterprise identity and modern authentication practices.
Blue key icon with a circular handle and two teeth on the shaft.
Least Privilege
Only the access required for the role or capability.
Blue icon of two user profiles side by side, representing multiple users or a group.
Privileged Access
Higher-impact administrative access is treated separately.
UNDERSTAND THE BASIS FOR IMPORTANT OUTPUTS

Trust grows when decisions can be examined.

Users can move from a priority or improvement item to the information supporting it, with visibility into source, freshness and context.

Dashboard titled Evidence showing table with columns Source, Observation, Related to, and Last updated. Four rows: Microsoft Entra recommends privileged access review, related to Identity & Access, updated 2 days ago; Microsoft Defender shows security recommendation present, related to Endpoint Security, updated 1 day ago; Microsoft 365 notes external sharing setting requires review, related to Data Protection, updated 6 days ago; Internal Assessment indicates recovery exercise requires review, related to Backup & Recovery, updated 12 days ago.
SECURITY THROUGHOUT THE PRODUCT LIFECYCLE

Security isn’t a feature added before launch.

We’re building security into the way ARI is designed, developed, tested and operated.

Blue lightbulb icon with six short lines radiating outward, symbolizing illumination or an idea.
01
Design
Security, privacy and boundaries are considered from the start.
Blue forward slash symbol flanked by left and right angle brackets representing code or programming tags.
02
Build
Develop using controlled engineering practices.
Blue check mark icon.
03
Test
Evaluate for expected behaviour and boundary protection.
Blue gear or cogwheel icon with eight teeth and a circular hole in the center.
04
Operate
Monitoring, response and continuous improvement after release.
DESIGNED FOR REAL-WORLD OPERATIONS

Reliable systems plan for failure, not just success.

Technology providers, AI services and integrations can fail. ARI is designed so important activities can be paused, reviewed or recovered when required.

Blue outlined equilateral triangle with rounded corners containing a vertical exclamation mark in the center representing a warning or caution symbol.
Safe Failure
Higher-risk activity stops safely when required controls are unavailable.
Blue refresh or reload icon composed of two curved arrows forming a circle, one arrow pointing left and upward, the other right and downward.
Review & Recovery
Operational issues are visible and recoverable.
Blue shield outline with a checkmark inside representing security or protection.
Incident Response
Material security events follow structured investigation and response.
Blue ascending bar chart with three vertical bars increasing in height from left to right and a line graph with an arrow pointing upward representing growth or progress.
Continuous Improvement
Incidents and control failures inform product and operational improvement.
PURPOSEFUL DATA USE

Use the information needed for the outcome, and no more.

Our design is guided by data minimization and clear purpose.

Blue document icon with a folded top-right corner and three horizontal lines representing text.
Purpose-Limited
Used only to support authorized product and services.
Blue database icon showing a stack of cylindrical disks representing data storage.
Minimized
Only the information needed for the task.
Blue user icon with a circular head and rounded shoulders.
Customer-Specific
Not treated as shared cross-customer knowledge by default.
Blue gear or cogwheel icon with eight teeth and a circular hole in the center.
Provider-Aware
Material external providers are reviewed as part of our security and privacy posture.
Learn about Responsible AI
EVIDENCE BEFORE CLAIMS

Trust should be earned through evidence.

We do not describe a control as independently verified, certified or operational before the supporting evidence exists.

Blue target icon with an arrow hitting the center circle.
Designed
Control has been defined.
Blue document icon with a folded top-right corner and three horizontal lines representing text.
Implemented
Control exists in production.
Blue icon of two user profiles side by side, representing multiple users or a group.
Tested
Control has been validated.
Blue ascending bar chart with three vertical bars increasing in height from left to right and a line graph with an arrow pointing upward representing growth or progress.
Independently Evidenced
Independent assurance obtained where applicable.
BUILT FOR SERIOUS DUE DILIGENCE

Security review should be easier when the evidence is organized.

As ARI moves through pilot and commercial readiness, we’re building a structured trust package to support customer due diligence. This may include security, privacy, architecture, data flow, permission requirements and more.

Build resilience without giving up accountability.

Adaptive Resilience Intelligence is being designed for organizations that need better technology and cybersecurity decisions while maintaining appropriate control over data, access and accountability.

White check mark inside a white circle.
AI-assisted, not autonomous
White check mark inside a white circle.
Customer information remains protected within defined security and processing boundaries
White check mark inside a white circle.
Important outputs remain evidence-connected
White check mark inside a white circle.
Designed for responsible, real-world use