About POLARIS
Its purpose is to transform dispersed evidence into structured, traceable, verifiable knowledge that can support research and public-policy analysis.
About POLARIS
Policy Observatory for Life, Alerts, and Risk Intelligence System (POLARIS) is a digital infrastructure for research, policy observation, comparative analysis and monitoring developed by Knowmad Institut gemeinnützige UG (haftungsbeschränkt). Its purpose is to transform dispersed evidence into structured, traceable, verifiable knowledge that can support research and public-policy analysis.
It combines comparative research, evidence management and classification, open-source intelligence (OSINT), territorial and temporal analysis, data visualisation, methodological auditing and artificial-intelligence tools under human supervision.
POLARIS does not replace expert judgement. Its purpose is to organise and strengthen the process through which researchers locate, verify, compare and document evidence. Its core operating principle is: the machine proposes; the expert confirms.
- comparative research
- evidence management and classification
- open-source intelligence (OSINT)
- territorial and temporal analysis
- data visualisation
- methodological auditing
- artificial-intelligence tools under human supervision
Origins and evolution
- Global Country Policy Review
- Rome Consensus 2.0
- RC2 Index System
- POLARIS
POLARIS emerged from the evolution of Knowmad Institut's work on comparative drug-policy assessment, particularly the Global Country Policy Review, Rome Consensus 2.0 and the subsequent development of the RC2 Index System. This work evolved from national profiles and comparative indicators into a broader infrastructure for observation, analysis, monitoring and methodological traceability.
Although its initial development is closely linked to drug policy, POLARIS is conceived as a modular infrastructure capable of supporting different projects, territories and lines of research.
How it is structured
In the current RC2 implementation, the architecture distinguishes three conceptually integrated but methodologically differentiated levels: Baseline (Phase 1), Benchmark (Phase 2) and POLARIS (Phase 3).
The Baseline is an initial structural country diagnosis based on nine dimensions.
The Benchmark is the weighted assessment of 231 canonical indicators grouped into nine categories.
POLARIS is the analytical, comparative and monitoring layer that uses both levels, together with territorial, temporal and documentary evidence, as inputs.
The three levels remain methodologically separate. POLARIS does not generate an additional index by default and is not automatically added to the Baseline or Benchmark.
What POLARIS does
POLARIS supports the creation and maintenance of country profiles, indicator analysis, evidence organisation, comparison across territories and time, identification of evidence gaps, documentation of decisions, and the production of analytical and monitoring views.
Its capabilities include comparative policy analysis, documentary intelligence and OSINT, source classification, territorial analysis, trend visualisation, process auditing and research support through human-supervised AI tools.
- creation and maintenance of country profiles
- indicator analysis
- evidence organisation
- comparison across territories and time
- identification of evidence gaps
- documentation of decisions
- production of analytical and monitoring views
Warning System (WS)
POLARIS includes a Warning System (WS) for recording, classifying and following relevant signals derived from documentary evidence, OSINT and review processes.
The WS supports situational awareness and research prioritisation.
- documentary evidence
- OSINT
- review processes
- recording
- classifying
- following
In its current state, it is not presented as a predictive system or as an autonomous early-warning mechanism, and it does not independently issue official legal, health, policy or institutional determinations.
Two channels: Human and POLARIS
the machine proposes; the expert confirms.
Where a module uses the two-channel model, POLARIS separates human-validated results from the technology-assisted analytical layer.
Human channel
The Human channel is authoritative: it contains assessments reviewed, adjudicated and confirmed by authorised people.
POLARIS channel
The POLARIS channel contains projections, comparisons, signals, proposals and additional evidence intended to support review.
POLARIS outputs are analytical inputs, not verdicts. Human validation takes precedence, and no projection automatically modifies a validated result.
Evidence and traceability
POLARIS is designed so that a result can be traced back to the evidence that supports it. It therefore distinguishes the type of source used, what that source actually demonstrates, its verification status, territorial scope, evidentiary strength and limitations.
- the type of source used
- what that source actually demonstrates
- its verification status
- territorial scope
- evidentiary strength
- limitations
The number of sources does not substitute for their quality.
- A law does not necessarily prove implementation
- a local experience does not demonstrate national coverage
- an international standard does not by itself prove domestic practice
- absence of evidence is not automatically evidence of absence
Audit, quality and reproducibility
Auditing is part of the POLARIS architecture. The system can record sources reviewed, sources validated, false positives, duplicates, probatory gaps, human decisions, divergences from projections and readiness status.
This design makes it possible to reconstruct the analytical process, detect errors, review decisions and strengthen reproducibility and accountability.
- sources reviewed
- sources validated
- false positives
- duplicates
- probatory gaps
- human decisions
- divergences from projections
- readiness status
Open Science and responsibility
POLARIS is developed with an orientation toward Open Science, interoperability, traceability and responsible data governance. It seeks to make evidence, methods and outputs understandable, auditable and reusable where legal, methodological, ethical and security conditions allow.
Privacy, security, third-party rights, scientific integrity and the protection of sensitive information may justify restrictions on access or publication.
- Open Science
- interoperability
- traceability
- responsible data governance
Openness does not remove safeguards.
- Privacy
- security
- third-party rights
- scientific integrity
- the protection of sensitive information
POLARIS and Knowmad Institut
POLARIS is part of the research and innovation infrastructure of Knowmad Institut gemeinnützige UG (haftungsbeschränkt), an independent non-profit institution based in Brandenburg, Germany, dedicated to promoting science and research as a public good.
Knowmad Institut brings together multidisciplinary research, Open Science and international cooperation to support informed deliberation and decision-making. POLARIS contributes to that ecosystem by providing infrastructure for structuring evidence, developing comparative assessments, building observatories, documenting methodologies and exploring responsible forms of intelligence applied to research.
One infrastructure, multiple projects
- Country profiles
- funded projects
- specific research initiatives
- thematic modules
- teams
- partners
- methodologies
- funding sources
- contractual obligations
- licences
- access rules
- legal conditions
Country profiles, funded projects, specific research initiatives and thematic modules operating within it may have their own teams, partners, methodologies, funding sources, contractual obligations, licences, access rules and legal conditions.
These project-specific conditions do not automatically apply to POLARIS as a whole. This separation allows POLARIS to maintain a stable institutional identity while each implementation preserves its own governance and traceability.
Principles
- Evidence before inference.
- Traceability before opacity.
- Human oversight before autonomous automation.
- Openness with responsibility.
- Human dignity as a reference point.
Institutional identification
POLARIS · Policy Observatory for Life, Alerts, and Risk Intelligence System
Research and public-policy observation infrastructure of Knowmad Institut gemeinnützige UG (haftungsbeschränkt).
Impressum: Knowmad Institut