People move between systems
Applications, accounts, clouds and AI services hold separate parts of data and context. People must repeatedly adjust to the interface, rules and limitations of each provider.
LABORATORY/TECHNOLOGIES
IWXA Technologies
Digital life is scattered across applications, accounts, clouds and AI services. IWXA examines an approach in which data, programs and AI can gradually operate around the person, with accumulated context retained and portable.
§ 01
Why one application is not enough
Context remains as systems change
IWXA aims to link programs, data and AI so that tools can be replaced without surrendering accumulated context or the ability to control it.
§ 02
IWXA Standard
shared architectural principlesstandard / framework / ecosystem
IWXA Standard describes shared rules for data, context, AI, actions and interactions between independent participants. Such rules make it possible to change parts of the system without losing work or rights.
Models, devices and cloud services may change. Core questions remain: who controls the context, who is authorised to act and where did the result come from?
More capabilities without losing human control
Each subsequent T-level describes additional ways to work with data, AI and external systems. An increase in capability must not grant an operator control of the entire personal context.
Human-centred
People retain control of their own context even when software, devices and AI providers change.
Autonomy
Where required, a digital environment can work without mandatory continuous connectivity or dependence on one cloud, device or provider.
Context ownership
Personal context does not automatically become the property of an external platform, operator or model.
Explicit authority
Being technically able to act is different from being authorised to act. Authority must remain explicit.
Evidence and provenance
Results matter together with their origins, conditions of applicability and degree of verification.
Evolvability
Models, programs, devices and infrastructure can change without destroying a person's accumulated digital context.
§ 03
The T-scale
development of the digital environmentThe T-scale describes a direction from autonomous environments controlled by people towards deeper integration with data, services and AI.
An independent digital environment
Personal data and tools need not depend on a mandatory outside provider, and cooperation can remain controlled.
Extending connections and capabilities
Further data, permitted actions, people and organisations may join independent environments with explicit access boundaries.
A proposed connected environment
Personal context, a digital trace and AI provide continuity across a more connected infrastructure without constant manual coordination.
This public model explains direction and intended human benefit. Upper-level research mechanisms are still being developed; they are not presented as completed production implementations.
§ 04
T2-T3: the autonomous layer
Start with independence
Core tools and data can remain with the person. Where necessary, the environment can work locally without permanent dependence on one cloud or AI provider.
- Offline operation where required
- Independence from a particular device
- Replaceable AI and software suppliers
- Portability of personal context
- Disclosure limited by what the person chooses and authorises
Interaction without surrendering independence
Independent environments can exchange results and a bounded part of context, without providing the other party access to the complete workspace.
- Independent environments remain separate
- Interactions are controlled
- Result provenance matters
- Cooperation does not require sharing all personal context
T3 → T4
From autonomy towards connection
Once independence is established, external data, services, AI, organisations and devices can be connected gradually. Additional reach does not override authority and access limits.
§ 05
T4-T7: extending context and action
Context
Events, decisions and results can be linked so that work may resume later with its context preserved.
Intelligence
AI operates inside permitted context and assists with practical tasks and processes rather than only providing a separate chat window.
Action
With explicit permission, AI may perform an action through an appropriate program or service instead of merely suggesting it.
Cooperation
People, organisations and external systems can participate. Each party receives only the data and authority needed for the task.
§ 06
T8: the proposed second stable layer
connected stable layer
A connected environment working around the person
Instead of managing complexity through dozens of independent apps, the person could work through retained context and AI, while routine coordination between permitted systems becomes less visible.
servicesknowledgedevicesorganisationspeopleinstitutions
Person + digital trace + AIa persistent centre of the digital environment
software systemsother AI systemsdatamarketsprocessesinfrastructure§ 07
Digital Human
not a digital copy of a personpersistent personal context
Digital Human
Digital Human describes permitted personal data, activity history, knowledge, decisions, roles and verified results that can be used while working with surrounding infrastructure.
AI receives only the context it is authorised to use for a task. No one application or platform thereby becomes the owner of the person's accumulated information.
activitiesknowledgedecisionsrolesrelationshipshistorypermissionsverified results
§ 08
Two stable environments
Independence from the digital world
A person can maintain a digital environment without depending on a permanent internet connection, one device, one cloud or one supplier.
The internet may be optionalThe cloud may be optionalProviders can changeContext remains portable
The digital world adapts to the person
Servers and external services become part of the environment. A person can work through retained context and AI instead of constantly switching between dozens of separate systems.
Internet and servers form part of the environmentAI works with permitted contextServices and systems are connectedRoutine coordination becomes less visible
§ 09
Twelve domains
different real-world fields; shared principlesAn architectural proposal proves little by itself. IWXA examines these principles in education, manufacturing, business, logistics, services, culture and other practical domains.
D01Learneducational systemD02Club IWXAcooperation environmentD03ArtBazybusiness diagnosticsD04Bazmedhealth technology and manufacturingD05Cehovodmanufacturing systemD06Komplektovodproduct-solution systemD07Uslugovodservice-ordering systemD08MarketOpsoperations systemD09Hopinteractive platformD10ArtBazimarketing and salesD11Advice Logisticslogistics and researchD12IWXA Mainreference and navigation layer
§ 10
Technology in practice
Ecosystem
Twelve IWXA domains
Different fields provide independent settings for applying and examining the overall architecture.
Explore →ProjectsTechnology in practice
Projects demonstrate how IWXA ideas are used in different industries and practical situations.
Explore →SystemsPublic tools
Services and digital systems illustrate the applied side of the ecosystem.
Explore →ScienceResearch foundations
Doctoral research and the monograph form the theoretical basis for subject-context cooperation.
Explore →§ 11
The research foundations
Agent-based cooperation and integration systems
The doctoral research line examines delegated actions in organisations: who is authorised to act, within what limits, who is accountable and which context is required.
Subject-context cooperation
The monograph extends this approach beyond a single organisation, addressing different types of participants, portable context and protection from dependence on one operator.
§ 12
From process to Digital Human
Each process initially solves one task. IWXA explores how results can become part of retained context so that later tasks can build on previous work.
Process →Context →Context core →Digital trace →Digital Human →AI inside the context →Connected digital environment
The purpose is to reduce unnecessary digital coordination while retaining human control of decisions, context and authorised actions.
§ 13
Open principles. Protected implementation.
Share the direction and principles
- Purpose of the T-levels and two stable environments
- IWXA Standard principles
- Domain model and public projects
- Research and theoretical foundations
- Human purpose of the proposed future environment
Do not publish instructions for reproducing internal systems
- Internal algorithms and diagrams
- Runtime and orchestration logic
- Security topology and internal authority tables
- Non-public contracts, routing and qualification mechanics
- Experimental architectures before intended disclosure
T2-T3 establish the possibility of an independent personal digital environment. T8 describes a proposed connected environment operating around the person.