01 / Scattered AI
AI operates off the radar.
Agents, models, and data advance across different business areas without a common control layer.
Scattered AI
Agents and data operate without a common control layer.
KRNL organizes
It connects agents, models, and systems in one place.
Governed AI
Policies, validation, and traceability at every step.
01 / Scattered AI
AI operates off the radar.
Agents, models, and data advance across different business areas without a common control layer.
Legal agent
Queries contracts, clauses, and regulations.
AI models
Generate answers and recommendations.
Internal data
Documents, reports, and systems.
CRM
Provides customer and business context.
Task management
Status of projects, tickets, and workflows.
Automations
Run workflows and actions without control.
Visible risks
No unified governance.
No traceability
No record of who uses AI, what for, and how.
No validation
Answers and decisions without review or policies.
No policies
Each area uses AI under its own rules.
Growing risks
Legal, operational, and security exposure.
Conceptual operating example · does not reflect real metrics
From isolated tools toa governed AI operation.
KRNL proposes a layer to connect agents, models, data, and systems, and to operate AI with rules, evidence, and human oversight.
AI agents
Models
Data
Systems
OPERATION AND GOVERNANCE LAYER
Conceptual representation · illustrative data
KRNL is backed by Orión
Compatible with the models and tools your company already uses
KRNL lets you operate agents, models, and automations on familiar technologies, while keeping governance, traceability, and control.
Agent platformAdvanced models for text understanding and generation.
API Cloud
Advanced reasoning and secure context analysis.
API Cloud
Multimodal models for unified data and experiences.
API Cloud
Secure execution within your own infrastructure and network.
On-premiseYour AI, with centralized
and traceable governance.
Before reaching a user or system, responses go through a configurable internal validation.
Operating flow
Input
User / System
KRNL policies
Active rules
Validation
Output review
AI model
Response
Audited response
Traced
Oversight
If applicable
Configurable policies
Rules per agent, model, workflow, and business area.
Pre-delivery validation
Responses reviewed before reaching users or systems.
Persistent auditing
Traceable record of inputs, outputs, and decisions.
Human oversight
Configurable intervention for critical or high-risk actions.
Define rules
Configure policies per agent, model, area, or workflow.
Validate responses
Review outputs before sending them to users or external systems.
Log decisions
Store inputs, outputs, model used, and context for every execution.
Escalate to a human
Trigger manual review for sensitive or high-impact actions.
Chile raises the bar for personal data protection.
Law 21,719 takes effect on December 1, 2026 and sets new requirements for the processing of personal data in Chile. KRNL supports enterprise AI governance —centralizing agents, models, and data under policies, traceability, and control— and helps organizations prepare for this new standard.
KRNL is an operational governance layer; specific regulatory compliance depends on each organization’s implementation and legal counsel.
What your
organization gains.
KRNL turns scattered AI into an orderly, traceable operation that is ready to scale.
Actions without validation
Rules before execution
Less operational risk
Invisible decisions
Complete record
Greater traceability
Siloed use across areas
Common rules for everyone
Less dependency
Informal manual oversight
Centralized oversight
Greater confidence
Pilots that are hard to scale
Coordinated workflows
AI ready to grow
Without KRNL
Actions without validation
With KRNL
Rules before execution
Result
Less operational risk
Without KRNL
Invisible decisions
With KRNL
Complete record
Result
Greater traceability
Without KRNL
Siloed use across areas
With KRNL
Common rules for everyone
Result
Less dependency
Without KRNL
Informal manual oversight
With KRNL
Centralized oversight
Result
Greater confidence
Without KRNL
Pilots that are hard to scale
With KRNL
Coordinated workflows
Result
AI ready to grow
Less risk, more control, greater clarity, and AI that scales with you.
Start bringing order to your
AI operation.
Connect agents, models, and data in one place, with traceability and human oversight.
Talk to a specialist