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BARKLY LABS

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BARKLY LABS

LAAS

LABS AS A SERVICE

DOCUMENT TYPE: Functional Requirements / Technical Architecture / Legal & Intellectual Property Specification SYSTEM: LAAS ORGANIZATION: Barkly Labs VERSION: 0.1 STATUS: DRAFT — FOUNDATIONAL SPECIFICATION YEAR: 2026 CLASSIFICATION: Technical / Legal Framework / Research Documentation

01 — PURPOSE

LAAS, or Labs as a Service, is a technical and organizational system for providing people, organizations, creators, researchers, engineers, educators, and communities with structured access to laboratory infrastructure.

LAAS is designed to allow a person or organization to move an idea through a repeatable research and engineering environment without requiring them to independently construct the entire laboratory infrastructure required to investigate that idea.

LAAS provides a common system for:

idea intake

project creation

research

experimentation

prototyping

engineering

documentation

testing

collaboration

deployment

ownership

licensing

distribution

maintenance

community contribution

reinvestment into laboratory infrastructure

The system is intended to transform laboratory infrastructure from a fixed physical or organizational location into a reusable service architecture.

The fundamental concept is:

THE LAB IS INFRASTRUCTURE. THE INFRASTRUCTURE CAN BE MADE AVAILABLE AS A SERVICE.

LAAS therefore treats the laboratory itself as a system that can be accessed, configured, extended, documented, and reused.

02 — SYSTEM DEFINITION

2.1 Definition

Labs as a Service (LAAS) is a system in which laboratory capabilities are exposed as reusable services that allow external or internal participants to initiate, develop, test, document, and potentially release projects through a shared laboratory infrastructure.

LAAS may provide:

software infrastructure

hardware infrastructure

AI systems

computing resources

research environments

documentation systems

testing infrastructure

development tools

design resources

educational resources

community infrastructure

engineering assistance

project management

deployment infrastructure

manufacturing or fabrication access

media and communication infrastructure

LAAS is not limited to one discipline.

A LAAS laboratory may support:

software engineering

artificial intelligence

computer vision

embedded systems

robotics

hardware

scientific research

creative technology

media

education

accessibility

community technology

experimental systems

03 — CORE PRINCIPLE

LAAS operates according to the Barkly principle:

SHOW THE SHAPE FIRST. REVEAL THE DETAILS WHEN THE HUMAN ASKS FOR THEM.

Every LAAS project must therefore have a discoverable structure.

A participant should be able to determine:

What is this project?

What problem is it addressing?

What exists?

What is being tested?

What resources are being used?

Who owns the resulting work?

What are the project's boundaries?

What is experimental?

What is production-ready?

How can another person contribute?

04 — PROBLEM STATEMENT

Traditional laboratory access often requires a participant to independently obtain:

workspace

equipment

software

compute

technical expertise

documentation

testing infrastructure

collaborators

project management

legal agreements

intellectual-property management

distribution infrastructure

This creates a high barrier to experimentation.

LAAS addresses this problem by separating:

THE IDEA

from

THE INFRASTRUCTURE REQUIRED TO DEVELOP THE IDEA.

Instead of requiring every participant to build an entire laboratory, LAAS provides a reusable laboratory substrate.

05 — SYSTEM OBJECTIVES

LAAS SHALL:

OBJ-001

Provide a standardized mechanism for creating laboratory projects.

OBJ-002

Provide reusable infrastructure across multiple projects.

OBJ-003

Allow projects to progress through defined development stages.

OBJ-004

Maintain project documentation as a first-class system component.

OBJ-005

Track ownership and intellectual-property relationships.

OBJ-006

Track contributors and contributions.

OBJ-007

Allow projects to remain independent from the underlying laboratory infrastructure.

OBJ-008

Allow successful project infrastructure to become reusable laboratory infrastructure.

OBJ-009

Allow participants to contribute improvements back to the laboratory ecosystem.

OBJ-010

Preserve human control over project decisions.

OBJ-011

Support accessibility throughout the project lifecycle.

OBJ-012

Maintain an auditable record of significant technical decisions and project state changes.

06 — LAAS SYSTEM MODEL

LAAS consists of seven primary layers.

┌─────────────────────────────────────────────┐

│ PARTICIPANTS │

│ people / organizations / communities │

└──────────────────────┬──────────────────────┘

│

┌──────────────────────▼──────────────────────┐

│ PROJECT LAYER │

│ ideas / projects / experiments / products │

└──────────────────────┬──────────────────────┘

│

┌──────────────────────▼──────────────────────┐

│ LAB SERVICES │

│ AI / compute / hardware / research / tools │

└──────────────────────┬──────────────────────┘

│

┌──────────────────────▼──────────────────────┐

│ ORCHESTRATION LAYER │

│ workflow / resources / permissions / state │

└──────────────────────┬──────────────────────┘

│

┌──────────────────────▼──────────────────────┐

│ DOCUMENTATION LAYER │

│ specifications / decisions / artifacts │

└──────────────────────┬──────────────────────┘

│

┌──────────────────────▼──────────────────────┐

│ IP + GOVERNANCE LAYER │

│ ownership / licensing / contributors │

└──────────────────────┬──────────────────────┘

│

┌──────────────────────▼──────────────────────┐

│ LAB INFRASTRUCTURE │

│ compute / storage / hardware / facilities │

└─────────────────────────────────────────────┘

07 — PRIMARY ENTITIES

LAAS SHALL represent the following entities.

7.1 Participant

A person or organization interacting with LAAS.

Required fields:

participant_id

legal_name or organizational name

display_name

contact information

authorization status

role

consent status

agreement status

7.2 Project

A unit of work operating within LAAS.

Required fields:

project_id

project_name

owner_id

description

status

creation_date

lifecycle_stage

visibility

license

repository

documentation location

7.3 Experiment

A controlled investigation associated with a project.

Required fields:

experiment_id

project_id

hypothesis

objective

inputs

methodology

expected result

observed result

conclusion

artifacts

timestamp

author

7.4 Service

A capability exposed by the laboratory.

Examples:

compute

AI inference

model training

code analysis

hardware testing

fabrication

storage

documentation

deployment

testing

media production

Required fields:

service_id

service_name

description

capabilities

requirements

availability

cost model

authorization requirements

7.5 Resource

A physical or digital resource consumed by a project.

Examples:

GPU

CPU

storage

laboratory equipment

development board

camera

sensor

software environment

dataset

workspace

7.6 Artifact

A resulting object produced by a project.

Examples:

source code

model

dataset

CAD file

hardware design

document

image

video

prototype

research result

7.7 Contribution

A contribution made by a participant.

Examples:

code

documentation

research

design

hardware

testing

funding

infrastructure

education

08 — PROJECT LIFECYCLE

LAAS SHALL implement the following lifecycle:

IDEA

↓

RESEARCH

↓

EXPERIMENT

↓

PROTOTYPE

↓

COMMUNITY TESTING

↓

ENGINEERING

↓

RELEASE

↓

MAINTENANCE

↓

REINVESTMENT

A project may move backward between stages.

The lifecycle is not required to be strictly linear.

For example:

PROTOTYPE

↓

TEST

↓

FAILURE

↓

RESEARCH

↓

EXPERIMENT

↓

PROTOTYPE

Failure SHALL be treated as valid laboratory state.

09 — FUNCTIONAL REQUIREMENTS

FR-001 — Project Creation

The system SHALL allow an authorized participant to create a project.

The system SHALL generate a unique project identifier.

The project SHALL receive an initial lifecycle state of:

IDEA

FR-002 — Project Intake

LAAS SHALL provide an intake mechanism allowing participants to submit:

project title

problem statement

intended outcome

requested resources

requested services

technical requirements

accessibility requirements

expected participants

desired timeline

ownership expectations

FR-003 — Project Classification

LAAS SHALL classify projects by:

discipline

lifecycle stage

risk level

resource requirements

confidentiality

intellectual-property status

FR-004 — Resource Request

A project SHALL be able to request laboratory resources.

Example:

{

"project_id": "LAAS-0001",

"resource": "GPU_COMPUTE",

"quantity": 1,

"duration": "48h",

"purpose": "MODEL_TRAINING"

}

FR-005 — Service Allocation

LAAS SHALL determine whether a requested service is:

available

unavailable

restricted

requires approval

requires payment

requires an agreement

FR-006 — Workspace Creation

When a project is approved, LAAS SHALL create or provision an appropriate project workspace.

The workspace MAY include:

source repository

documentation repository

experiment directory

artifact storage

issue tracker

task system

deployment environment

FR-007 — Documentation

Every LAAS project SHALL maintain machine-readable and human-readable documentation.

Documentation SHALL include:

project overview

architecture

requirements

decisions

experiments

known limitations

dependencies

ownership

license

contributors

FR-008 — Experiment Tracking

The system SHALL allow experiments to be created and recorded.

An experiment SHALL contain:

QUESTION

HYPOTHESIS

METHOD

INPUT

RESULT

CONCLUSION

NEXT ACTION

FR-009 — Artifact Tracking

LAAS SHALL associate generated artifacts with:

project

creator

contributors

timestamp

version

license

ownership status

FR-010 — Contribution Tracking

The system SHALL record meaningful contributions.

Contributions SHALL be attributable to participants.

The system SHALL distinguish between:

author

contributor

owner

maintainer

license holder

service provider

These roles SHALL NOT automatically be treated as identical.

10 — INTELLECTUAL PROPERTY MODEL

LAAS SHALL treat intellectual property as an explicit project object.

Each project SHALL contain an IP record.

Example:

PROJECT

│

├── OWNER

├── INVENTORS

├── AUTHORS

├── CONTRIBUTORS

├── LICENSE

├── PRE-EXISTING IP

├── GENERATED IP

├── THIRD-PARTY IP

├── OPEN-SOURCE COMPONENTS

└── RESTRICTIONS

11 — PRE-EXISTING INTELLECTUAL PROPERTY

A participant's pre-existing work SHALL remain separately identified.

Examples:

existing code

existing inventions

existing datasets

existing designs

existing patents

existing trademarks

existing documentation

existing research

LAAS SHALL NOT assume ownership of pre-existing participant IP merely because that IP is used within a LAAS project.

Project agreements SHALL identify any rights granted to LAAS.

12 — NEW PROJECT INTELLECTUAL PROPERTY

Ownership of newly created work SHALL be determined by the applicable project agreement.

Possible models include:

MODEL A — PARTICIPANT OWNED

The participant retains ownership.

Barkly receives only the rights expressly granted by agreement.

MODEL B — BARKLY OWNED

Barkly owns specified project IP under an applicable agreement.

MODEL C — JOINT OWNERSHIP

Ownership is shared under a written agreement defining:

ownership percentages

licensing rights

commercialization

enforcement

maintenance

expenses

revenue

transfer rights

MODEL D — OPEN SOURCE

The resulting work is released under a specified open-source license.

MODEL E — CUSTOM

The project receives an individually negotiated IP structure.

13 — INVENTION DISCLOSURE SYSTEM

LAAS SHALL provide an optional invention disclosure mechanism.

A participant SHALL be able to flag an artifact or technical development as:

POTENTIAL_INVENTION

The system SHALL then preserve:

inventor identity

contribution history

technical description

development timeline

relevant experiments

drawings

architecture

implementation details

prototype evidence

dates

prior-art research

public disclosure events

The system SHALL NOT automatically represent an invention as patentable.

Instead, it SHALL mark the invention:

PATENT_REVIEW_REQUIRED

14 — PATENT DOCUMENTATION RECORD

LAAS SHALL maintain a technical invention record capable of supporting later review by qualified patent counsel.

The record SHOULD include:

Technical Problem

What technical problem exists?

Existing Approaches

How is the problem currently addressed?

Limitation

What limitation exists in existing approaches?

Proposed System

What does LAAS do differently?

Mechanism

How does the system technically accomplish this?

Components

What components are required?

Interaction

How do those components interact?

Result

What measurable technical result occurs?

Alternatives

What alternative implementations are possible?

Experimental Evidence

What prototypes or tests demonstrate the system?

15 — PUBLIC DISCLOSURE CONTROL

The system SHALL record potentially relevant public disclosures.

Examples:

public repository commits

public demonstrations

conference presentations

websites

publications

product releases

public videos

public documentation

offers for sale

public use

The disclosure record SHALL contain:

DISCLOSURE ID

DATE

DESCRIPTION

LOCATION

PARTICIPANTS

MATERIAL DISCLOSED

CONFIDENTIALITY STATUS

This is particularly important for inventions that may later be evaluated for patent protection.

16 — SECURITY

LAAS SHALL enforce project-level security boundaries.

Projects SHALL support:

public

private

restricted

confidential

security-sensitive

Resources SHALL require authorization appropriate to their classification.

17 — ACCESS CONTROL

LAAS SHALL support role-based access control.

Minimum roles:

PARTICIPANT

CONTRIBUTOR

RESEARCHER

ENGINEER

MAINTAINER

PROJECT_OWNER

LAB_ADMIN

LEGAL_REVIEWER

SECURITY_REVIEWER

A user MAY have multiple roles.

18 — AUDIT LOG

LAAS SHALL maintain an append-only audit record for significant actions.

Examples:

PROJECT_CREATED

PROJECT_APPROVED

RESOURCE_ALLOCATED

EXPERIMENT_CREATED

ARTIFACT_CREATED

CONTRIBUTION_RECORDED

OWNERSHIP_CHANGED

LICENSE_CHANGED

DISCLOSURE_RECORDED

PROJECT_RELEASED

PROJECT_ARCHIVED

Each event SHOULD contain:

{

"event_id": "evt_000001",

"event_type": "PROJECT_CREATED",

"actor": "participant_001",

"project": "LAAS-0001",

"timestamp": "2026-09-27T00:00:00Z",

"metadata": {}

}

19 — API REQUIREMENTS

A reference LAAS implementation SHOULD expose an API.

Minimum endpoints:

POST /projects

GET /projects

GET /projects/{id}

PATCH /projects/{id}

POST /projects/{id}/experiments

GET /projects/{id}/experiments

POST /projects/{id}/artifacts

GET /projects/{id}/artifacts

POST /projects/{id}/contributors

GET /projects/{id}/contributors

POST /projects/{id}/resources

GET /resources

POST /projects/{id}/ip

GET /projects/{id}/ip

POST /projects/{id}/disclosures

GET /projects/{id}/disclosures

GET /projects/{id}/audit

20 — REFERENCE DATA MODEL

Participant

│

├── Contribution

│

└── Project

│

├── Experiment

│

├── Artifact

│

├── Resource

│

├── Documentation

│

├── IP Record

│

├── Disclosure

│

└── Audit Events

21 — SERVICE ORCHESTRATION

LAAS SHALL provide an orchestration layer capable of translating project requirements into available laboratory capabilities.

Example:

PROJECT REQUEST

↓

REQUIREMENTS ANALYSIS

↓

RESOURCE MATCHING

↓

AUTHORIZATION

↓

RESOURCE ALLOCATION

↓

WORKSPACE PROVISIONING

↓

EXPERIMENT

↓

RESULT

↓

DOCUMENTATION

The orchestration layer SHALL maintain a record of why resources were allocated.

22 — LAAS SERVICE CATALOG

Each laboratory capability SHALL be represented as a service.

Example:

{

"service_id": "svc_compute_001",

"name": "GPU COMPUTE",

"category": "COMPUTE",

"capabilities": [

"MODEL_TRAINING",

"INFERENCE",

"SIMULATION"

],

"authorization": "PROJECT_APPROVAL",

"availability": "SCHEDULED"

}

This permits LAAS infrastructure to evolve without changing the project model.

23 — BILLING / ECONOMIC MODEL

LAAS MAY support multiple economic models.

FREE

No charge.

COMMUNITY

Subsidized access.

SPONSORED

A third party funds laboratory access.

SERVICE

Participant pays for laboratory services.

CONTRACT

Custom engineering or research engagement.

MEMBERSHIP

Recurring access model.

GRANT

Access funded through grants.

REINVESTMENT

Revenue generated through LAAS is partially or wholly reinvested into laboratory infrastructure.

The economic model SHALL be recorded independently from technical ownership.

24 — PROJECT EXIT

A project MAY exit LAAS as:

ARCHIVED

OPEN SOURCE

INDEPENDENT PROJECT

COMMERCIAL PRODUCT

BARKLY SYSTEM

COMMUNITY PROJECT

RESEARCH PUBLICATION

FAILED EXPERIMENT

CONTINUED RESEARCH

A project leaving LAAS SHALL retain its documented ownership and licensing state.

25 — REINVESTMENT LOOP

One of the defining properties of LAAS is the ability for successful projects to improve the laboratory itself.

PROJECT

↓

VALUE

↓

REVENUE / KNOWLEDGE / INFRASTRUCTURE

↓

REINVESTMENT

↓

LAB CAPABILITY

↓

MORE PROJECTS

Therefore:

THE LAB BUILDS PROJECTS. PROJECTS CAN BUILD THE LAB.

This creates a recursive laboratory ecosystem.

26 — ACCESSIBILITY REQUIREMENTS

Every LAAS service SHALL consider:

cognitive accessibility

physical accessibility

sensory accessibility

communication accessibility

economic accessibility

documentation accessibility

interface accessibility

scheduling flexibility

Accessibility requirements SHALL be captured during project intake rather than added only after implementation.

27 — HUMAN OVERSIGHT

LAAS SHALL not make final legal, ownership, safety, financial, or high-impact project decisions solely through automated systems.

Automation MAY:

classify

recommend

validate

provision

document

notify

analyze

Human authorization SHALL remain available for consequential decisions.

28 — AI REQUIREMENTS

AI systems used by LAAS SHALL be treated as tools within the laboratory.

AI-generated output SHALL be attributable to the process that generated it.

Where practical, LAAS SHALL record:

model

version

prompt or task

input

output

human reviewer

modifications

final decision

AI SHALL NOT automatically determine ownership or inventorship.

29 — DOCUMENTATION REQUIREMENTS

Every production LAAS component SHALL have:

README

ARCHITECTURE

REQUIREMENTS

API

DATA MODEL

SECURITY

DEPLOYMENT

TESTING

LIMITATIONS

LICENSE

OWNERSHIP

CHANGELOG

Barkly Docs MAY be used to generate structural documentation.

30 — TESTING REQUIREMENTS

Each LAAS component SHALL have appropriate tests.

Minimum categories:

unit tests

integration tests

API tests

security tests

permission tests

failure tests

accessibility tests

Experimental systems MAY use reduced testing requirements when clearly labeled as experimental.

31 — FAILURE MODEL

LAAS SHALL explicitly distinguish:

UNKNOWN

EXPERIMENTAL

PROTOTYPE

DEGRADED

FAILED

STABLE

PRODUCTION

DEPRECATED

ARCHIVED

The system SHALL NOT represent experimental functionality as production-ready.

32 — TECHNICAL DIFFERENTIATION RECORD

For potential patent evaluation, LAAS SHALL maintain a separate technical differentiation record.

This record SHALL answer:

What is technically new?

What existing systems were considered?

What specific technical mechanism is being introduced?

What components cooperate to produce the result?

What technical limitation is solved?

What measurable improvement occurs?

What alternative implementations exist?

Which portions are conventional?

Which portions are believed to be novel?

What evidence supports the distinction?

The purpose is to distinguish:

BUSINESS CONCEPT

from

TECHNICAL INVENTION.

33 — NON-FUNCTIONAL REQUIREMENTS

NFR-001 — Reliability

Core project data SHALL be persistently stored.

NFR-002 — Auditability

Significant state changes SHALL be auditable.

NFR-003 — Portability

Projects SHOULD be exportable without requiring continued use of LAAS.

NFR-004 — Interoperability

LAAS SHOULD expose standards-based APIs.

NFR-005 — Security

Project boundaries SHALL prevent unauthorized access.

NFR-006 — Accessibility

The primary interface SHALL conform to appropriate accessibility standards.

NFR-007 — Maintainability

Components SHALL be independently maintainable where practical.

NFR-008 — Observability

Services SHALL provide appropriate logs, metrics, and health information.

34 — ACCEPTANCE CRITERIA

A minimum viable LAAS implementation is considered functional when a participant can:

Create a project.

Describe the project's problem.

Request laboratory services.

Receive an approved resource allocation.

Obtain a project workspace.

Record an experiment.

Produce an artifact.

Record contributors.

Record ownership information.

Record licensing information.

Record a technical decision.

Export project documentation.

Record a public disclosure.

Archive the project.

Reopen or continue the project later.

35 — REFERENCE PROJECT FLOW

PERSON

│

▼

IDEA

│

▼

LAAS INTAKE

│

▼

PROJECT CREATED

│

▼

REQUIREMENTS

│

▼

RESOURCE MATCHING

│

▼

LAB SERVICES

│

▼

EXPERIMENT

│

▼

PROTOTYPE

│

▼

TEST

│

├───────────────┐

│ │

▼ ▼

SUCCESS FAILURE

│ │

▼ ▼

ENGINEERING RESEARCH

│ │

└───────┬───────┘

▼

RELEASE

│

▼

VALUE CREATED

│

▼

REINVESTMENT

│

▼

STRONGER LAB

36 — LEGAL AGREEMENT FRAMEWORK

Each LAAS engagement SHOULD have an applicable written agreement before work begins where ownership, confidentiality, payment, licensing, liability, or other legal rights require contractual treatment.

The agreement SHOULD identify:

Parties

Who is participating?

Scope

What work is being performed?

Services

What laboratory services are being provided?

Deliverables

What is expected to be produced?

Existing IP

What intellectual property existed before the project?

New IP

Who owns newly created work?

Licensing

What rights are granted?

Confidentiality

What information must remain confidential?

Publication

Who may publish results?

Patent Rights

Who controls patent filings and prosecution?

Open Source

Which components may be publicly released?

Payment

What fees or compensation apply?

Expenses

Who pays for external costs?

Liability

What limitations and responsibilities apply?

Termination

How can the engagement end?

Data

How is project data stored, exported, retained, and deleted?

Dispute Resolution

What legal process applies?

37 — INVENTION OWNERSHIP CLAUSE TEMPLATE

The following is a structural drafting template and SHALL be reviewed by qualified legal counsel before being used as a binding contract.

Inventions and Intellectual Property.

Each party retains ownership of intellectual property owned or controlled by that party before commencement of the applicable project (“Background IP”).

Ownership of intellectual property first created during the project (“Project IP”) shall be determined according to the ownership schedule or project-specific agreement executed by the parties.

No party receives rights in another party's intellectual property except as expressly granted in writing.

Any patentable invention shall be identified through the project's invention disclosure process. Inventorship and ownership shall be determined according to applicable law and the executed agreement governing the project.

No contribution, employment relationship, use of laboratory infrastructure, payment, or participation in a project shall by itself alter ownership of intellectual property except to the extent expressly provided by an applicable written agreement.

38 — CONFIDENTIALITY CLAUSE TEMPLATE

Confidential Information.

Each party shall protect confidential information received from another party and shall use such information only for purposes authorized under the applicable project agreement.

Confidential information shall not include information that is publicly available without breach of the agreement, independently developed without use of confidential information, lawfully received from a third party without confidentiality restriction, or required to be disclosed by law.

The parties may establish project-specific confidentiality requirements for research results, technical information, source code, designs, datasets, inventions, prototypes, business information, or other sensitive materials.

39 — OPEN SOURCE CLAUSE TEMPLATE

Open Source Components.

Project components may be released under an open-source license only when the applicable owner or authorized project governance process has approved such release.

Third-party open-source components shall remain subject to their applicable licenses.

LAAS shall maintain a record of material third-party licenses and required notices.

40 — PATENT REVIEW POLICY

LAAS SHALL NOT represent that a project is patentable merely because it is technically interesting or commercially valuable.

Potential patent candidates SHALL undergo:

INVENTION IDENTIFIED

↓

TECHNICAL DISCLOSURE

↓

INVENTOR IDENTIFICATION

↓

PRIOR-ART SEARCH

↓

PUBLIC DISCLOSURE REVIEW

↓

PATENTABILITY REVIEW

↓

LEGAL COUNSEL / PATENT PRACTITIONER

↓

FILE / DO NOT FILE

Where patent protection is being considered, LAAS SHOULD preserve the technical disclosure before public release.

41 — PATENT-READY TECHNICAL DISCLOSURE STRUCTURE

A potential LAAS invention disclosure SHOULD contain:

TITLE

FIELD

BACKGROUND

TECHNICAL PROBLEM

LIMITATIONS OF EXISTING SYSTEMS

SUMMARY

SYSTEM ARCHITECTURE

COMPONENTS

DATA FLOW

CONTROL FLOW

RESOURCE ALLOCATION

ORCHESTRATION

SECURITY MODEL

IMPLEMENTATION

ALTERNATIVE IMPLEMENTATIONS

EXPERIMENTAL RESULTS

DRAWINGS

FIGURES

INVENTORS

CONTRIBUTORS

PUBLIC DISCLOSURES

PRIOR ART

DISTINGUISHING FEATURES

CLAIM CANDIDATES

The technical disclosure should be detailed enough for patent counsel to determine whether a patent application is appropriate.

42 — REFERENCE ARCHITECTURE

┌─────────────────────┐

│ PARTICIPANT │

└──────────┬──────────┘

│

▼

┌─────────────────────┐

│ LAAS API │

└──────────┬──────────┘

│

┌────────────────┼────────────────┐

▼ ▼ ▼

PROJECT ENGINE SERVICE ENGINE IP ENGINE

│ │ │

▼ ▼ ▼

WORKFLOW ENGINE RESOURCE ENGINE AUDIT ENGINE

│ │ │

└────────────────┼────────────────┘

▼

┌─────────────────────┐

│ LAB INFRASTRUCTURE │

└─────────────────────┘

43 — SECURITY BOUNDARY

The architecture SHALL separate:

USER DATA

PROJECT DATA

LAB INFRASTRUCTURE

SECRET MATERIAL

PUBLIC ARTIFACTS

CONFIDENTIAL ARTIFACTS

IP RECORDS

AUDIT RECORDS

No project SHALL automatically receive access to another project's private resources.

44 — PORTABILITY

A participant SHALL be able to export their project in a documented format.

Minimum export SHOULD include:

/project

/source

/documentation

/experiments

/artifacts

/decisions

/ip

/licenses

/contributors

/audit

The purpose is to prevent unnecessary technological lock-in.

45 — GOVERNANCE

LAAS governance SHALL distinguish:

LAB GOVERNANCE

from

PROJECT GOVERNANCE.

Barkly Labs may control laboratory infrastructure while individual projects may retain independent ownership, governance, licensing, or organizational structures.

This separation is fundamental to the LAAS model.

46 — PRINCIPLE OF NON-CAPTURE

LAAS SHALL avoid requiring every project to become permanently dependent upon the laboratory.

Where technically and legally practical:

projects should be exportable

source should remain portable

documentation should remain available

ownership should remain explicit

licenses should remain explicit

contributors should remain identifiable

project infrastructure should be replaceable

The laboratory provides infrastructure.

It does not need to own every outcome.

47 — LAAS AS A PLATFORM

LAAS SHALL therefore be treated as a platform consisting of:

LAB CAPABILITIES

+

SERVICE INTERFACES

+

PROJECT ORCHESTRATION

+

RESOURCE MANAGEMENT

+

DOCUMENTATION

+

IP MANAGEMENT

+

GOVERNANCE

+

AUDITABILITY

+

COMMUNITY

The platform may be implemented by Barkly Labs and later implemented by independent laboratories.

48 — ECOSYSTEM MODEL

The long-term LAAS ecosystem is:

BARKLY LABS

│

▼

LAAS

│

┌────────────────┼────────────────┐

▼ ▼ ▼

LAB A LAB B LAB C

│ │ │

PROJECTS PROJECTS PROJECTS

│ │ │

└────────────────┼────────────────┘

▼

SHARED KNOWLEDGE

│

▼

NEW SERVICES

│

▼

STRONGER LABS

LAAS is therefore intended to support the creation of laboratories, not merely the operation of one laboratory.

49 — VERSIONING

This document SHALL be versioned.

Version format:

MAJOR.MINOR

Example:

0.1

0.2

0.3

1.0

Changes affecting system architecture SHALL increment the minor version during pre-release development.

A major version SHALL indicate a substantial change to the LAAS model.

50 — LIVING STANDARD

LAAS is a living system.

This specification SHALL evolve as Barkly Labs:

builds

experiments

fails

learns

researches

collaborates

deploys

receives feedback

The standard SHALL therefore be treated as infrastructure rather than permanent doctrine.

51 — SUCCESS CONDITION

LAAS succeeds when a person can arrive with an idea and, without independently constructing an entire laboratory:

UNDERSTAND THE LAB

↓

SUBMIT AN IDEA

↓

RECEIVE RESOURCES

↓

BUILD

↓

EXPERIMENT

↓

DOCUMENT

↓

TEST

↓

RELEASE

↓

OWN / LICENSE / SHARE

↓

BUILD SOMETHING NEW

The system should make this process understandable to the human using it.

52 — FOUNDATIONAL STATEMENT

LAAS turns laboratory capability into infrastructure that people can access, use, understand, extend, and contribute back to.

The laboratory is not merely a place where things are built.

The laboratory is a system for making building possible.

53 — LEGAL STATUS

This document is a technical and organizational specification and is not, by itself, a binding contract, patent application, assignment, license, employment agreement, partnership agreement, or legal opinion.

Binding rights SHALL arise only from properly executed agreements and applicable law.

Before relying on this specification for:

intellectual-property assignment

patent ownership

patent filing

inventor determination

licensing

employment classification

revenue sharing

confidentiality

liability

commercialization

Barkly Labs SHOULD obtain review from an appropriately qualified attorney or registered patent practitioner.

54 — DOCUMENT CONTROL

Organization: Barkly Labs System: Labs as a Service Abbreviation: LAAS Document: Functional Requirements / Technical Architecture / Legal & IP Specification Version: 0.1 Status: Foundational Draft Year: 2026

Core Principle:

TECHNOLOGY SHOULD ADAPT TO HUMANS.

LAAS Principle:

THE LAB SHOULD ADAPT TO THE PEOPLE BUILDING WITH IT.