Maintain useful memory
as information, permissions, and operating conditions change.
AI GOVERNANCE · MEMORY · ASSURANCE
Intelligence evolves.
Control should, too.
LEOS is developing AI governance infrastructure for accountable actions, trusted information, governed memory, and controlled system change.
Development stage · Seeking pilot and integration partners
INFORMATION · ACTION · MEMORY · ASSURANCE · EVOLUTION
FOR ENTERPRISE TEAMSEvaluate a workflowFOR TECHNOLOGY PARTNERSExplore the architectureFOR STRATEGIC INVESTORSReview the opportunity
01 / THE LEOS PORTFOLIO
One architecture.
Many paths to value.
Our patent application portfolio addresses multiple points of trust across the AI lifecycle. Components are being developed for focused use and supported combinations, opening different paths for pilots, integration, and licensing.
EXPLORE THE DEVELOPMENT PORTFOLIOChoose an area
DEVELOPMENT AREA / 01
What information can AI rely on—and who may receive it?
Connect source information to its provenance and permitted use. Support evidence-grounded outputs and controlled access to sensitive information.
POTENTIAL APPLICATIONS
Enterprise knowledge, evidence review, and permission-aware information sharing.
VALUE TO EVALUATE
Discuss an integration opportunityClearer support for outputs and more deliberate disclosure boundaries.
These areas describe the scope of LEOS’s development work. Implementation and readiness vary by capability; each deployment requires its own validation.
02 / INTERACTIVE EXPLORER
Put the boundary
to the test.
Introduce a problem, inspect the decision, then correct it. Explore three different points of control across the LEOS portfolio.
THE BUSINESS SITUATION
A service prepares to release an internal operational report.
What must remain true: The specific release needs current permission.
STARTING POINT
An approved report awaits release. Its permission is current.
Candidate under review
PROPOSED OPERATION
Release the approved report to the operations team.
3. INSPECT THE DECISION
Not evaluated
Choose a condition, then evaluate it. Changing the condition clears the previous result.
- —Permission is currentPending
- —Report matches the approved versionPending
- —Recipient is within scopePending
WHY IT MATTERS
An approval from earlier in the workflow should not silently authorize a later action after its conditions change.
Illustrative scenarios show intended behavior only. They do not run the proprietary engine, disclose its implementation, establish patent scope, or demonstrate production security or performance.
USE CASE / MEMORY & DATA LIFECYCLE
Preserve useful memory.
Reduce accumulated overhead.
LEOS Technologies is developing governed memory and data capabilities to address a growing source of technical debt: the cost of retaining, retrieving, and repeatedly processing accumulated system history.
Our approach brings together compact data representations, recoverable supporting evidence, and controls for determining whether stored information remains appropriate for current use.
The goal is to help organizations:
Reduce redundant storage and processing
while preserving required evidence and recovery paths.
Focus revalidation on affected information
when dependencies change.
Support system modernization
with clear records of what changed, what was preserved, and what remains valid.
DEVELOPMENT-STAGE RESULTS
Early LEOS prototypes have demonstrated exact reconstruction of tested data exports and reduced processing costs against earlier LEOS implementations in selected synthetic workloads.
These are development-stage results. Production performance, broader meaning preservation, and total operating savings remain to be validated for each intended deployment.
Discuss a memory and data lifecycle evaluation.03 / PILOT PROGRAM
Start with a workflow.
Build toward a platform.
Our first proposed pilot evaluates governed execution and change in a nonclinical operational report or data-processing workflow. We also welcome scoping conversations across the portfolio, based on partner need and implementation readiness.
FIRST ENTRY POINT / CONTROLLED EXECUTION + CHANGE
CONTROLLED EXECUTION
Authorize the exact action.
Evaluate whether a specific operation proceeds only under current authority, with clear evidence of acceptance and outcome.
GOVERNED CHANGE
Improve within the boundaries.
Evaluate a bounded report, query, or data transformation against requirements that must survive the change.
01
Define the boundary
Select a workflow, identify the operating and technical owners, and agree what must remain true.
02
Evaluate controlled changes
Test authorized changes, stale permissions, lost exceptions, refusal, and recovery in an agreed environment.
03
Measure and decide
Compare correctness, review effort, total operating cost, and integration burden. Decide whether to expand, revise, or stop.
Pilot scope, fees, access, and acceptance criteria are agreed before work begins. Live effects require a separate readiness decision.
DEVELOPMENT UPDATE · OCTOBER 19, 2026
Expanded testing.
Reviewable evidence.
LEOS Technologies has completed an updated local demonstration package and expanded testing of its approach to governed AI memory and controlled actions.
Our latest work includes longer-running synthetic evaluations and independent review of the recorded evidence and demonstration package.
We are examining both whether the controls behave as intended and what they cost to operate. These remain development-stage results; production performance and customer savings have not been established.
Learn more at leosgovernance.com.
DEVELOPMENT STATUS
Evidence before
broader claims.
The portfolio spans patent applications, development specifications, local software demonstrations, and proposed partner evaluations. These represent different levels of evidence.
Patent application portfolioApplications filed
Local demonstrationsDevelopment stage
Independent partner validationNext objective
Public overview as of October 3, 2026. Portfolio descriptions identify development areas, not issued claim scope. Production readiness and commercial value require deployment-specific evidence.
PARTNERS & INVESTORS
Your starting point.
A shared ambition.
Potential commercial paths include focused component integrations, licensing, and broader governance infrastructure. A partner can begin with a relevant problem in information, action, memory, assurance, or change; scope and expansion depend on demonstrated value.
ENTERPRISE TEAMS
Evaluate a real workflow.
Start with a defined operational problem, an accountable owner, and outcomes your team can measure.
Start with
Discuss a pilotA pilot scope, evidence requirements, and a decision point.
TECHNOLOGY PARTNERS
Find the right integration.
Explore where governance, memory, or assurance could complement your existing product or infrastructure.
Start with
Explore a partnershipA capability fit review and a proposed integration boundary.
STRATEGIC INVESTORS
Examine the opportunity.
Review the portfolio thesis and a proposed business built around component licensing, integrations, and governed infrastructure.
Start with
Start an investor conversationA discussion of evidence milestones, execution needs, and commercialization.
Build evidence. Establish value. Expand deliberately.
The proposed path is a scoped evaluation, followed by a license or service agreement where results support adoption. Commercial terms are developed with each partner.
THE COMPANY
Built around a
practical question:
Who stays in control?
Kevin Freels, MD
Founder & CEO · LEOS Technologies
As an emergency physician and medical leader, Kevin’s work centers on decisions, accountability, and the consequences of acting on incomplete information.
LEOS brings that questioning mindset to AI infrastructure: what supports an action, who can authorize it, and what must survive when the system changes?
EXPLORE AT THE RIGHT DEPTH
Start openly.
Go deeper by invitation.
Begin with the concept. As the fit becomes clearer, request a focused demonstration or a scoped technical discussion with the team.
PUBLIC / EXPLORE
Understand the possibilities.
Browse the capabilities, work through fictional scenarios, and review the proposed pilot approach.
- High-level capabilities
- Synthetic interactive examples
- Pilot and partnership pathways
PRIVATE / ENGAGE
Bring your use case.
Request a guided conversation tailored to your organization and the outcomes you want to evaluate.
- Partner-fit discussion
- Workflow and component scoping
- Proposed evaluation criteria
RESTRICTED / EVALUATE
Make room for diligence.
Request a deeper review for an agreed partnership, pilot, or investment purpose.
- Agreed review scope
- Confidentiality terms before disclosure
- Selected materials shared separately
Private and restricted access begins with a reviewed request. Invitations, scope, and any confidentiality arrangements are agreed before materials are shared. Submitting a request does not unlock documents or grant system access.
BUILD WITH US
Find your
starting point.
Tell us what you want to evaluate, integrate, or understand. We’ll review your goals and identify a relevant next conversation.
Email Kevin directly at kfreels@leosgovernance.com.
Investor conversations are introductory; no investment terms are offered here.