Decision architecture
Understand the consequences of a decision — before you commit, and after you act.
One decision.
Systemic consequences.
One method. Every scale.
The scale changes. The principle stays:
understand resources, connections and consequences.
Conceptual visualisation.
No live resource data is connected.
Three decision makers. One discipline.
Choose your perspective and explore a practical example.
01 / Government
Programmes, institutions and public resources. Understand who benefits, who bears the costs and what remains uncertain.
02 / Business
From opening a barbershop to allocating capital. Explore demand, competitors, costs and the limits of your evidence.
03 / Individual
A new profession, a personal project or a significant change. Make time, money and your priorities visible.
The INUM project library
The concept of a decision system, and a wider examination of society and consequences. Both books are now available in English.
517 Pages / english edition
The concept of a decision system
Resources, data, forecasts and responsibility: a framework for examining the basis of a choice.
2,155 Pages / english edition
A history of decisions and their consequences
The complete author edition: an exploration of power, society, institutions and the human consequences of choices.
First 30 pages free, including the cover. Full editions: PDF + EPUB. Two-book collection · $23.44 →
The principle
Compare evidence and alternatives. People set the goals and make the final choice.
Record provenance, recency and quality limitations for every material claim.
Compare realistic options, including the consequences of keeping the current course.
Keep observed facts, model estimates and value judgements distinguishable.
Preserve the original forecast. Use observed differences to revise the next decision.
Based on the Integrated National Management Model.
Business and personal decisions extend its principles.
From method to platform
Keep sources, scenarios and the reasoning behind each choice in one process.
Authorised sources, data quality, versions and access boundaries.
Explicit assumptions, model versions and sensitivity analysis.
Decision records, review, approval and an audit trail.
Actual observations, deviations and the history of revisions.
The decision lab
A worked example, your assumptions and a comparison of options.
The demo uses teaching data. Production deployment begins with an agreed pilot.
Technical architecture · Russian ↗Intelligence with boundaries
Traceable sources, controlled access and human review of AI conclusions.
Access-policy demo · Russian ↗The target architecture keeps data with its owners and connects permitted queries, versioned inputs and bounded processing.
Review assumptions, explain scenarios and identify contradictions in authorised materials. People review and approve the decision.
Tenant isolation, roles, clearance and processing environment govern analysis and export. Production assurance remains a separate acceptance gate.
International development
Research and pilot priorities, shaped by local evidence and institutions.
Research
A research focus on complex institutional decisions, resource visibility and independent verification.
Plan in this context ↗Digital pilot
A proposed first pilot for decision records and the reuse of public data.
Plan in this context ↗Digital pilot
A proposed pilot for local services, resource allocation and outcome measurement.
Plan in this context ↗Digital pilot
A proposed pilot for urban resources and business decisions in a digital economy.
Plan in this context ↗These are development priorities, not active offices or confirmed deployments. Digital readiness does not establish institutional demand, legal readiness or willingness to adopt INUM. Country strategy · Russian →
The international agenda
UN programmes offer reference points for data, local pilots and responsible AI.
UNDP · Data and scenarios
Brings together data sources, national priorities and links between the Sustainable Development Goals to explore possible pathways.
Relevance to INUM: comparing public investments through resources, consequences and measurable outcomes.
UNDP platform ↗UNDP · Learning through practice
Labs investigate local challenges, discover solutions and test them with national partners.
Relevance to INUM: a bounded pilot, such as sidewalk repairs versus stadium development, followed by a review of observed results.
About the labs ↗UN · Digital cooperation
A framework for international digital cooperation, responsible data governance, human rights and AI governance.
Relevance to INUM: traceable evidence, protection of sensitive data and human responsibility for decisions.
UN document ↗This comparison is the INUM author’s interpretation. INUM is not a UN programme; no partnership, endorsement or funding is claimed.
AI Subscriptions / proposed launch plans
For an individual, a team or an institution.
Proposed plans. Online AI and payments are not active yet. Workspace status ↗
01 / Individual
$22.38 / month
For personal research and individual decisions.
02 / Team
$234.38 / month
For teams that need to examine and share decisions.
03 / Institution
By agreement
For an agreed data boundary and operating model.
Local AI · no token fees. Run Qwen3 on your own computer, without a weekly allowance. Hardware, electricity and maintenance still have a cost. Plans below are proposed managed services.
Allowances renew every seven days. INUM tokens are weighted billing units, not a promise of the same number of provider tokens. Paid data is separate. Initial prices are in RUB; local pricing and payment availability require country launch review.
Usage and top-up simulator · Russian ↗Before you begin
It combines a method, analytical services and a software platform under development. A focused pilot establishes whether the approach is useful for a specific decision.
The country planner provides worked examples, clarifications, evidence notes and scenario comparisons. You can export your research draft. It does not automatically gather competitors. Your own question can be sent to a local Qwen3 model in your protected workspace, including when optional fields are empty.
The full architecture remains a conceptual synthesis. Its effectiveness requires evidence from pilots with predefined outcomes, review points and stopping conditions.
Russian is the default public language; English is available through the language switch. The main site and country planner also offer Russian. Both books are available in Russian and English. Detailed technical documents retain their original language and are labelled accordingly.
Begin with one decision
Prepare a brief with the question, available evidence and constraints. Start with the decision you actually need to make.